[
 {
  "name": "academy-guide",
  "description": "Stop and check this skill before finishing any reply to a question about how to use Claude or a Claude product — it recommends matching courses, tutorials, and use cases from Claude Academy (academy.claude.com), Anthropic's learning hub. Trigger on: \"how do I\", \"how can I\", \"getting started with\", \"what can Claude do\", \"teach me\", \"learn to use\"; questions about artifacts, projects, skills, plugins, connectors, MCP; requests about rolling Claude out to a team, class, or organization; and any ask for training materials, onboarding content, or learning resources. Use it when the user is learning how to use a feature or product — not when they are mid-task and just want the task done. This skill composes with other skills: after consulting product documentation to answer how a Claude feature works, also check here for a matching course or tutorial — a docs-grounded answer and an Academy recommendation belong together. Only recommend on a strong match; never invent Academy content.",
  "repo": "anthropics/skills",
  "repo_stars": 181412,
  "path": "skills/academy-guide/SKILL.md",
  "url": "https://github.com/anthropics/skills/blob/main/skills/academy-guide/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you're learning how to use Claude and want links to the right Claude Academy courses and tutorials.",
  "example_prompts": [
   "s learning hub. Trigger on: ",
   "how can I",
   "getting started with"
  ],
  "keywords": [
   "academy-guide",
   "stop",
   "check",
   "before",
   "finishing",
   "reply",
   "question",
   "about",
   "how",
   "claude"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "algorithmic-art",
  "description": "Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.",
  "repo": "anthropics/skills",
  "repo_stars": 181412,
  "path": "skills/algorithmic-art/SKILL.md",
  "url": "https://github.com/anthropics/skills/blob/main/skills/algorithmic-art/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want Claude to make generative art with code, like flowing patterns or particle drawings you can tweak.",
  "example_prompts": [
   "Help me with creating algorithmic art using p5.js with seeded randomness and interactive parameter",
   "Walk me through algorithmic art step by step",
   "What's the best way to approach algorithmic art for my project?"
  ],
  "keywords": [
   "algorithmic-art",
   "creating",
   "algorithmic",
   "art",
   "using",
   "seeded",
   "randomness",
   "interactive",
   "parameter",
   "exploration"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "brand-guidelines",
  "description": "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.",
  "repo": "anthropics/skills",
  "repo_stars": 181412,
  "path": "skills/brand-guidelines/SKILL.md",
  "url": "https://github.com/anthropics/skills/blob/main/skills/brand-guidelines/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want something Claude makes to follow Anthropic's official brand colors and fonts.",
  "example_prompts": [
   "Can you help me brand colors or style guidelines, visual formatting, or company design standards?",
   "Walk me through brand guidelines step by step",
   "What's the best way to approach brand guidelines for my project?"
  ],
  "keywords": [
   "brand-guidelines",
   "applies",
   "anthropic",
   "official",
   "brand",
   "colors",
   "typography",
   "sort",
   "artifact",
   "may"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "canvas-design",
  "description": "Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.",
  "repo": "anthropics/skills",
  "repo_stars": 181412,
  "path": "skills/canvas-design/SKILL.md",
  "url": "https://github.com/anthropics/skills/blob/main/skills/canvas-design/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want a poster, art piece or other polished visual saved as a PNG or PDF.",
  "example_prompts": [
   "Can you help me create a poster, piece of art, design, or other static piece?",
   "Walk me through canvas design step by step",
   "What's the best way to approach canvas design for my project?"
  ],
  "keywords": [
   "canvas-design",
   "create",
   "beautiful",
   "visual",
   "art",
   "png",
   "pdf",
   "documents",
   "using",
   "design"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "claude-api",
  "description": "Reference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration. TRIGGER — read BEFORE opening the target file; don't skip because it \"looks like a one-liner\" — whenever: the prompt names Claude/Anthropic in any form (Claude, Anthropic, Fable, Opus, Sonnet, Haiku, `anthropic`, `@anthropic-ai`, `claude-*`, `us.anthropic.*`, `[1m]`); the user asks about an LLM (pricing/model choice/limits/caching) — never answer from memory; OR the task is LLM-shaped with provider unstated (agent/MCP/tool-definition/multi-agent/RAG/LLM-judge/computer-use; generate/summarize/extract/classify/rewrite/converse over NL; debugging refusals/cutoffs/streaming/tool-calls/tokens). SKIP only when another provider is being worked on (overrides all triggers): OpenAI/GPT/Gemini/Llama/Mistral/Cohere/Ollama named in the query; OR `grep -rE 'openai|langchain_openai|google.generativeai|genai|mistralai|cohere|ollama'` over the project hits (run this grep FIRST if no provider named — don't Read the file).",
  "repo": "anthropics/skills",
  "repo_stars": 181412,
  "path": "skills/claude-api/SKILL.md",
  "url": "https://github.com/anthropics/skills/blob/main/skills/claude-api/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're writing code that calls the Claude API or Anthropic SDK and want correct models, settings and examples.",
  "example_prompts": [
   "Can you help me reference for the Claude API / Anthropic SDK — model ids?",
   "Walk me through claude api step by step",
   "What's the best way to approach claude api for my project?"
  ],
  "keywords": [
   "claude-api",
   "reference",
   "claude",
   "api",
   "anthropic",
   "sdk",
   "model",
   "ids",
   "pricing",
   "params"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "discernment-nudge",
  "description": "After you give a substantive answer or draft that the user may act on — advice or recommendations, drafted artifacts such as goals, plans, pitches, proposals, or emails, estimates or projections, analysis or interpretation of data, factual claims they may rely on, or a multi-step argument — invoke this skill BEFORE finalizing your reply and then, if it applies, append 2-3 short follow-up questions, each tied to something specific in what you just produced, that help the user check key facts, probe the reasoning or assumptions, and notice missing context. Do this at most once per conversation. Skip it when the user asked a trivial how-to or simple lookup, wants a purely educational explanation, asked you only to format, convert, or assemble a file from content they provided, is writing code they will run, is doing creative writing or casual chat, or already asked you to double-check, cite, or review — the skill file explains these boundaries and the exact output format.",
  "repo": "anthropics/skills",
  "repo_stars": 181412,
  "path": "skills/discernment-nudge/SKILL.md",
  "url": "https://github.com/anthropics/skills/blob/main/skills/discernment-nudge/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want Claude to point out what to double-check before you act on its advice or drafts.",
  "example_prompts": [
   "Can you help me after you give a substantive answer or draft that the user?",
   "Walk me through discernment nudge step by step",
   "What's the best way to approach discernment nudge for my project?"
  ],
  "keywords": [
   "discernment-nudge",
   "after",
   "give",
   "substantive",
   "answer",
   "draft",
   "may",
   "act",
   "advice",
   "recommendations"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "doc-coauthoring",
  "description": "Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.",
  "repo": "anthropics/skills",
  "repo_stars": 181412,
  "path": "skills/doc-coauthoring/SKILL.md",
  "url": "https://github.com/anthropics/skills/blob/main/skills/doc-coauthoring/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to write documentation, a proposal or a technical spec together with Claude, step by step.",
  "example_prompts": [
   "Can you help me write documentation, proposals, technical specs, decision docs, or similar structured content?",
   "Walk me through doc coauthoring step by step",
   "What's the best way to approach doc coauthoring for my project?"
  ],
  "keywords": [
   "doc-coauthoring",
   "guide",
   "users",
   "through",
   "structured",
   "workflow",
   "co-authoring",
   "documentation",
   "wants",
   "write"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "docx",
  "description": "Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', '.dotx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx or .dotx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.",
  "repo": "anthropics/skills",
  "repo_stars": 181412,
  "path": "skills/docx/SKILL.md",
  "url": "https://github.com/anthropics/skills/blob/main/skills/docx/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to create, read or edit a Word document (.docx), such as a report, letter or memo.",
  "example_prompts": [
   "Word doc",
   "word document"
  ],
  "keywords": [
   "docx",
   "whenever",
   "wants",
   "create",
   "read",
   "edit",
   "manipulate",
   "word",
   "documents",
   "files"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "frontend-design",
  "description": "Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't read as templated defaults.",
  "repo": "anthropics/skills",
  "repo_stars": 181412,
  "path": "skills/frontend-design/SKILL.md",
  "url": "https://github.com/anthropics/skills/blob/main/skills/frontend-design/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're building a web page or app screen and want it to look distinctive and well designed, not generic.",
  "example_prompts": [
   "Can you help me guidance for distinctive, intentional visual design when building new UI?",
   "Walk me through frontend design step by step",
   "What's the best way to approach frontend design for my project?"
  ],
  "keywords": [
   "frontend-design",
   "guidance",
   "distinctive",
   "intentional",
   "visual",
   "design",
   "building",
   "new",
   "reshaping",
   "existing"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "internal-comms",
  "description": "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).",
  "repo": "anthropics/skills",
  "repo_stars": 181412,
  "path": "skills/internal-comms/SKILL.md",
  "url": "https://github.com/anthropics/skills/blob/main/skills/internal-comms/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you need to write a company update, newsletter, status report or other internal announcement.",
  "example_prompts": [
   "Can you help me asked to write some sort of internal communications?",
   "Walk me through internal comms step by step",
   "What's the best way to approach internal comms for my project?"
  ],
  "keywords": [
   "internal-comms",
   "set",
   "resources",
   "help",
   "write",
   "all",
   "kinds",
   "internal",
   "communications",
   "using"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "mcp-builder",
  "description": "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).",
  "repo": "anthropics/skills",
  "repo_stars": 181412,
  "path": "skills/mcp-builder/SKILL.md",
  "url": "https://github.com/anthropics/skills/blob/main/skills/mcp-builder/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to build an MCP server so Claude can connect to another app or service.",
  "example_prompts": [
   "Help me with building MCP servers to integrate external APIs or services, whether in",
   "Walk me through mcp builder step by step",
   "What's the best way to approach mcp builder for my project?"
  ],
  "keywords": [
   "mcp-builder",
   "guide",
   "creating",
   "high-quality",
   "mcp",
   "model",
   "context",
   "protocol",
   "servers",
   "enable"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "pdf",
  "description": "Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.",
  "repo": "anthropics/skills",
  "repo_stars": 181412,
  "path": "skills/pdf/SKILL.md",
  "url": "https://github.com/anthropics/skills/blob/main/skills/pdf/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you need to read, summarize, fill in, merge, split or create PDF files.",
  "example_prompts": [
   "Can you help me do anything with PDF files?",
   "Walk me through pdf step by step",
   "What's the best way to approach pdf for my project?"
  ],
  "keywords": [
   "pdf",
   "whenever",
   "wants",
   "anything",
   "files",
   "includes",
   "reading",
   "extracting",
   "text",
   "tables"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "pptx",
  "description": "Use this skill any time a .pptx or .potx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx or .potx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working with templates (.potx), layouts, speaker notes, or comments. Trigger whenever the user mentions \"deck,\" \"slides,\" \"presentation,\" or references a .pptx or .potx filename, regardless of what they plan to do with the content afterward. If a .pptx or .potx file needs to be opened, created, or touched, use this skill.",
  "repo": "anthropics/skills",
  "repo_stars": 181412,
  "path": "skills/pptx/SKILL.md",
  "url": "https://github.com/anthropics/skills/blob/main/skills/pptx/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to make or edit a PowerPoint deck, like a pitch deck or presentation.",
  "example_prompts": [
   "Can you help me use this skill any time a .pptx or .potx file is?",
   "Walk me through pptx step by step",
   "What's the best way to approach pptx for my project?"
  ],
  "keywords": [
   "pptx",
   "time",
   "potx",
   "file",
   "involved",
   "way",
   "input",
   "output",
   "both",
   "includes"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "skill-creator",
  "description": "Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.",
  "repo": "anthropics/skills",
  "repo_stars": 181412,
  "path": "skills/skill-creator/SKILL.md",
  "url": "https://github.com/anthropics/skills/blob/main/skills/skill-creator/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you want to create your own Claude skill or improve one you already have.",
  "example_prompts": [
   "Can you help me create a skill from scratch, edit, or optimize an existing skill?",
   "Walk me through skill creator step by step",
   "What's the best way to approach skill creator for my project?"
  ],
  "keywords": [
   "skill-creator",
   "create",
   "new",
   "skills",
   "modify",
   "improve",
   "existing",
   "measure",
   "performance",
   "users"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "slack-gif-creator",
  "description": "Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like \"make me a GIF of X doing Y for Slack.\"",
  "repo": "anthropics/skills",
  "repo_stars": 181412,
  "path": "skills/slack-gif-creator/SKILL.md",
  "url": "https://github.com/anthropics/skills/blob/main/skills/slack-gif-creator/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want a fun animated GIF that's sized and optimized for Slack.",
  "example_prompts": [
   "Can you help me request animated GIFs for Slack like \"make me a GIF?",
   "Walk me through slack gif creator step by step",
   "What's the best way to approach slack gif creator for my project?"
  ],
  "keywords": [
   "slack-gif-creator",
   "knowledge",
   "utilities",
   "creating",
   "animated",
   "gifs",
   "optimized",
   "slack",
   "provides",
   "constraints"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "theme-factory",
  "description": "Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.",
  "repo": "anthropics/skills",
  "repo_stars": 181412,
  "path": "skills/theme-factory/SKILL.md",
  "url": "https://github.com/anthropics/skills/blob/main/skills/theme-factory/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to give slides, documents or a web page a consistent color and font theme.",
  "example_prompts": [
   "Can you help me toolkit for styling artifacts with a theme?",
   "Walk me through theme factory step by step",
   "What's the best way to approach theme factory for my project?"
  ],
  "keywords": [
   "theme-factory",
   "toolkit",
   "styling",
   "artifacts",
   "theme",
   "these",
   "can",
   "slides",
   "docs",
   "reportings"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "web-artifacts-builder",
  "description": "Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.",
  "repo": "anthropics/skills",
  "repo_stars": 181412,
  "path": "skills/web-artifacts-builder/SKILL.md",
  "url": "https://github.com/anthropics/skills/blob/main/skills/web-artifacts-builder/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want Claude to build a richer interactive web app (React, Tailwind) as an artifact.",
  "example_prompts": [
   "Can you help me complex artifacts requiring state management, routing, or shadcn/ui components - not?",
   "Walk me through web artifacts builder step by step",
   "What's the best way to approach web artifacts builder for my project?"
  ],
  "keywords": [
   "web-artifacts-builder",
   "suite",
   "tools",
   "creating",
   "elaborate",
   "multi-component",
   "claude",
   "html",
   "artifacts",
   "using"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "webapp-testing",
  "description": "Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.",
  "repo": "anthropics/skills",
  "repo_stars": 181412,
  "path": "skills/webapp-testing/SKILL.md",
  "url": "https://github.com/anthropics/skills/blob/main/skills/webapp-testing/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want Claude to open your local web app in a browser, click through it and check that it works.",
  "example_prompts": [
   "Can you help me toolkit for interacting with and testing local web applications using Playwright?",
   "Walk me through webapp testing step by step",
   "What's the best way to approach webapp testing for my project?"
  ],
  "keywords": [
   "webapp-testing",
   "toolkit",
   "interacting",
   "testing",
   "local",
   "web",
   "applications",
   "using",
   "playwright",
   "supports"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "xlsx",
  "description": "Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .xltx, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like \"the xlsx in my downloads\") — and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python script, database pipeline, or Google Sheets API integration, even if tabular data is involved.",
  "repo": "anthropics/skills",
  "repo_stars": 181412,
  "path": "skills/xlsx/SKILL.md",
  "url": "https://github.com/anthropics/skills/blob/main/skills/xlsx/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you're working with an Excel or spreadsheet file, whether creating, cleaning, editing or adding charts.",
  "example_prompts": [
   "Can you help me use this skill any time a spreadsheet file is the primary?",
   "Walk me through xlsx step by step",
   "What's the best way to approach xlsx for my project?"
  ],
  "keywords": [
   "xlsx",
   "time",
   "spreadsheet",
   "file",
   "primary",
   "input",
   "output",
   "means",
   "task",
   "where"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "template-skill",
  "description": "Replace with description of the skill and when Claude should use it.",
  "repo": "anthropics/skills",
  "repo_stars": 181412,
  "path": "template/SKILL.md",
  "url": "https://github.com/anthropics/skills/blob/main/template/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to replace with description of the skill and when Claude should use it.",
  "example_prompts": [
   "Can you help me replace with description of the skill and when Claude should use?",
   "Walk me through template skill step by step",
   "What's the best way to approach template skill for my project?"
  ],
  "keywords": [
   "template-skill",
   "replace",
   "description",
   "claude",
   "should"
  ]
 },
 {
  "name": "brainstorming",
  "description": "You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).",
  "repo": "obra/superpowers",
  "repo_stars": 299951,
  "path": "skills/brainstorming/SKILL.md",
  "url": "https://github.com/obra/superpowers/blob/main/skills/brainstorming/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it before building something new, so Claude asks the right questions and turns a rough idea into a clear design.",
  "example_prompts": [
   "Can you help me you MUST use this before any creative work - creating features?",
   "Walk me through brainstorming step by step",
   "What's the best way to approach brainstorming for my project?"
  ],
  "keywords": [
   "brainstorming",
   "must",
   "before",
   "creative",
   "work",
   "creating",
   "features",
   "building",
   "components",
   "adding"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "diagnosing-superpowers",
  "description": "Use when a superpowers session went wrong and your human partner wants to know why — repeated work, ignored plans, stumbles, poor results, a skill that didn't fire, \"it took too long\", \"why is it so expensive\", \"what is it doing\" — or wants to build a bug report for the superpowers maintainers, for the current session or a past one identified by id or path, on any harness.",
  "repo": "obra/superpowers",
  "repo_stars": 299951,
  "path": "skills/diagnosing-superpowers/SKILL.md",
  "url": "https://github.com/obra/superpowers/blob/main/skills/diagnosing-superpowers/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when a Superpowers coding session went badly and you want to understand what went wrong.",
  "example_prompts": [
   "t fire, ",
   "why is it so expensive",
   "what is it doing"
  ],
  "keywords": [
   "diagnosing-superpowers",
   "superpowers",
   "session",
   "went",
   "wrong",
   "human",
   "partner",
   "wants",
   "know",
   "why"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "dispatching-parallel-agents",
  "description": "Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies",
  "repo": "obra/superpowers",
  "repo_stars": 299951,
  "path": "skills/dispatching-parallel-agents/SKILL.md",
  "url": "https://github.com/obra/superpowers/blob/main/skills/dispatching-parallel-agents/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you have several independent tasks and want Claude to work on them at the same time.",
  "example_prompts": [
   "Help me with facing 2+ independent tasks that can be worked on without shared",
   "Walk me through dispatching parallel agents step by step",
   "What's the best way to approach dispatching parallel agents for my project?"
  ],
  "keywords": [
   "dispatching-parallel-agents",
   "facing",
   "independent",
   "tasks",
   "can",
   "worked",
   "without",
   "shared",
   "state",
   "sequential"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "executing-plans",
  "description": "Use when executing an implementation plan in the current session as the implementer yourself — your human partner chose inline execution, or no subagent tool is available",
  "repo": "obra/superpowers",
  "repo_stars": 299951,
  "path": "skills/executing-plans/SKILL.md",
  "url": "https://github.com/obra/superpowers/blob/main/skills/executing-plans/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you already have a written implementation plan and want Claude to carry it out step by step.",
  "example_prompts": [
   "Help me with executing an implementation plan in the current session as the implementer",
   "Walk me through executing plans step by step",
   "What's the best way to approach executing plans for my project?"
  ],
  "keywords": [
   "executing-plans",
   "executing",
   "implementation",
   "plan",
   "current",
   "session",
   "implementer",
   "yourself",
   "human",
   "partner"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "finishing-a-development-branch",
  "description": "Use when implementation is complete, all tests pass, and you need to decide how to integrate the work",
  "repo": "obra/superpowers",
  "repo_stars": 299951,
  "path": "skills/finishing-a-development-branch/SKILL.md",
  "url": "https://github.com/obra/superpowers/blob/main/skills/finishing-a-development-branch/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when your code is done and tests pass, and you need to decide how to merge or ship the work.",
  "example_prompts": [
   "Can you help me implementation is complete, all tests pass, and you need to decide?",
   "Walk me through finishing a development branch step by step",
   "What's the best way to approach finishing a development branch for my project?"
  ],
  "keywords": [
   "finishing-a-development-branch",
   "implementation",
   "complete",
   "all",
   "tests",
   "pass",
   "need",
   "decide",
   "how",
   "integrate"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "receiving-code-review",
  "description": "Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation",
  "repo": "obra/superpowers",
  "repo_stars": 299951,
  "path": "skills/receiving-code-review/SKILL.md",
  "url": "https://github.com/obra/superpowers/blob/main/skills/receiving-code-review/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you've gotten code review feedback and want to handle it carefully instead of blindly applying it.",
  "example_prompts": [
   "Help me with receiving code review feedback, before implementing suggestions, especially if feedback seems",
   "Walk me through receiving code review step by step",
   "What's the best way to approach receiving code review for my project?"
  ],
  "keywords": [
   "receiving-code-review",
   "receiving",
   "code",
   "review",
   "feedback",
   "before",
   "implementing",
   "suggestions",
   "especially",
   "seems"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "requesting-code-review",
  "description": "Use when completing tasks, implementing major features, or before merging to verify work meets requirements",
  "repo": "obra/superpowers",
  "repo_stars": 299951,
  "path": "skills/requesting-code-review/SKILL.md",
  "url": "https://github.com/obra/superpowers/blob/main/skills/requesting-code-review/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you've finished a feature and want your code reviewed before merging it.",
  "example_prompts": [
   "Help me with completing tasks, implementing major features, or before merging to verify work",
   "Walk me through requesting code review step by step",
   "What's the best way to approach requesting code review for my project?"
  ],
  "keywords": [
   "requesting-code-review",
   "completing",
   "tasks",
   "implementing",
   "major",
   "features",
   "before",
   "merging",
   "verify",
   "work"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "subagent-driven-development",
  "description": "Use when executing implementation plans with independent tasks in the current session",
  "repo": "obra/superpowers",
  "repo_stars": 299951,
  "path": "skills/subagent-driven-development/SKILL.md",
  "url": "https://github.com/obra/superpowers/blob/main/skills/subagent-driven-development/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you have a plan with separate tasks and want Claude to hand each task to a helper agent.",
  "example_prompts": [
   "Help me with executing implementation plans with independent tasks in the current session",
   "Walk me through subagent driven development step by step",
   "What's the best way to approach subagent driven development for my project?"
  ],
  "keywords": [
   "subagent-driven-development",
   "executing",
   "implementation",
   "plans",
   "independent",
   "tasks",
   "current",
   "session"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "systematic-debugging",
  "description": "Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes",
  "repo": "obra/superpowers",
  "repo_stars": 299951,
  "path": "skills/systematic-debugging/SKILL.md",
  "url": "https://github.com/obra/superpowers/blob/main/skills/systematic-debugging/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when something is broken or a test fails and you want to find the real cause before changing code.",
  "example_prompts": [
   "Help me with encountering any bug, test failure, or unexpected behavior, before proposing fixes",
   "Walk me through systematic debugging step by step",
   "What's the best way to approach systematic debugging for my project?"
  ],
  "keywords": [
   "systematic-debugging",
   "encountering",
   "bug",
   "test",
   "failure",
   "unexpected",
   "behavior",
   "before",
   "proposing",
   "fixes"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "test-driven-development",
  "description": "Use when implementing any feature or bugfix, before writing implementation code",
  "repo": "obra/superpowers",
  "repo_stars": 299951,
  "path": "skills/test-driven-development/SKILL.md",
  "url": "https://github.com/obra/superpowers/blob/main/skills/test-driven-development/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you're adding a feature or fixing a bug and want to write the tests first.",
  "example_prompts": [
   "Help me with implementing any feature or bugfix, before writing implementation code",
   "Walk me through test driven development step by step",
   "What's the best way to approach test driven development for my project?"
  ],
  "keywords": [
   "test-driven-development",
   "implementing",
   "feature",
   "bugfix",
   "before",
   "writing",
   "implementation",
   "code"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "using-git-worktrees",
  "description": "Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback",
  "repo": "obra/superpowers",
  "repo_stars": 299951,
  "path": "skills/using-git-worktrees/SKILL.md",
  "url": "https://github.com/obra/superpowers/blob/main/skills/using-git-worktrees/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to start new code work in a separate, isolated copy of your project.",
  "example_prompts": [
   "Help me with starting feature work that needs isolation from current workspace",
   "Walk me through using git worktrees step by step",
   "What's the best way to approach using git worktrees for my project?"
  ],
  "keywords": [
   "using-git-worktrees",
   "starting",
   "feature",
   "work",
   "needs",
   "isolation",
   "current",
   "workspace",
   "before",
   "executing"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "using-superpowers",
  "description": "Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions",
  "repo": "obra/superpowers",
  "repo_stars": 299951,
  "path": "skills/using-superpowers/SKILL.md",
  "url": "https://github.com/obra/superpowers/blob/main/skills/using-superpowers/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it at the start of a coding session so Claude knows to look for and use the right Superpowers skills.",
  "example_prompts": [
   "Help me with starting any conversation - establishes how to find and use skills",
   "Walk me through using superpowers step by step",
   "What's the best way to approach using superpowers for my project?"
  ],
  "keywords": [
   "using-superpowers",
   "starting",
   "conversation",
   "establishes",
   "how",
   "find",
   "skills",
   "requiring",
   "invocation",
   "before"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "verification-before-completion",
  "description": "Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always",
  "repo": "obra/superpowers",
  "repo_stars": 299951,
  "path": "skills/verification-before-completion/SKILL.md",
  "url": "https://github.com/obra/superpowers/blob/main/skills/verification-before-completion/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want Claude to actually run the checks and prove the work is done before saying it's finished.",
  "example_prompts": [
   "Can you help me about to claim work is complete, fixed, or passing, before committing?",
   "Walk me through verification before completion step by step",
   "What's the best way to approach verification before completion for my project?"
  ],
  "keywords": [
   "verification-before-completion",
   "about",
   "claim",
   "work",
   "complete",
   "fixed",
   "passing",
   "before",
   "committing",
   "creating"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "writing-plans",
  "description": "Use when you have a spec or requirements for a multi-step task, before touching code",
  "repo": "obra/superpowers",
  "repo_stars": 299951,
  "path": "skills/writing-plans/SKILL.md",
  "url": "https://github.com/obra/superpowers/blob/main/skills/writing-plans/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you have a multi-step coding task and want a clear plan written before any code changes.",
  "example_prompts": [
   "Can you help me have a spec or requirements for a multi-step task, before touching?",
   "Walk me through writing plans step by step",
   "What's the best way to approach writing plans for my project?"
  ],
  "keywords": [
   "writing-plans",
   "have",
   "spec",
   "requirements",
   "multi-step",
   "task",
   "before",
   "touching",
   "code"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "writing-skills",
  "description": "Use when creating new skills, editing existing skills, or verifying skills work before deployment",
  "repo": "obra/superpowers",
  "repo_stars": 299951,
  "path": "skills/writing-skills/SKILL.md",
  "url": "https://github.com/obra/superpowers/blob/main/skills/writing-skills/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you're creating or editing a Claude skill and want to test that it actually works.",
  "example_prompts": [
   "Help me with creating new skills, editing existing skills, or verifying skills work before",
   "Walk me through writing skills step by step",
   "What's the best way to approach writing skills for my project?"
  ],
  "keywords": [
   "writing-skills",
   "creating",
   "new",
   "skills",
   "editing",
   "existing",
   "verifying",
   "work",
   "before",
   "deployment"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "artifacts-builder",
  "description": "Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "artifacts-builder/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/artifacts-builder/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.",
  "example_prompts": [
   "Can you help me complex artifacts requiring state management, routing, or shadcn/ui components - not?",
   "Walk me through artifacts builder step by step",
   "What's the best way to approach artifacts builder for my project?"
  ],
  "keywords": [
   "artifacts-builder",
   "suite",
   "tools",
   "creating",
   "elaborate",
   "multi-component",
   "claude",
   "html",
   "artifacts",
   "using"
  ]
 },
 {
  "name": "brand-guidelines",
  "description": "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "brand-guidelines/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/brand-guidelines/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want something Claude makes to follow Anthropic's official brand colors and fonts.",
  "example_prompts": [
   "Can you help me brand colors or style guidelines, visual formatting, or company design standards?",
   "Walk me through brand guidelines step by step",
   "What's the best way to approach brand guidelines for my project?"
  ],
  "keywords": [
   "brand-guidelines",
   "applies",
   "anthropic",
   "official",
   "brand",
   "colors",
   "typography",
   "sort",
   "artifact",
   "may"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "canvas-design",
  "description": "Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "canvas-design/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/canvas-design/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want a poster, art piece or other polished visual saved as a PNG or PDF.",
  "example_prompts": [
   "Can you help me create a poster, piece of art, design, or other static piece?",
   "Walk me through canvas design step by step",
   "What's the best way to approach canvas design for my project?"
  ],
  "keywords": [
   "canvas-design",
   "create",
   "beautiful",
   "visual",
   "art",
   "png",
   "pdf",
   "documents",
   "using",
   "design"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "changelog-generator",
  "description": "Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "changelog-generator/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/changelog-generator/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it for automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes.",
  "example_prompts": [
   "Can you help me automatically creates user-facing changelogs from git commits by analyzing commit history?",
   "Walk me through changelog generator step by step",
   "What's the best way to approach changelog generator for my project?"
  ],
  "keywords": [
   "changelog-generator",
   "automatically",
   "creates",
   "user-facing",
   "changelogs",
   "git",
   "commits",
   "analyzing",
   "commit",
   "history"
  ]
 },
 {
  "name": "competitive-ads-extractor",
  "description": "Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "competitive-ads-extractor/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/competitive-ads-extractor/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to extract and analyzes competitors' ads from ad libraries to understand what messaging, problems.",
  "example_prompts": [
   "Can you help me extract and analyzes competitors' ads from ad libraries to understand what?",
   "Walk me through competitive ads extractor step by step",
   "What's the best way to approach competitive ads extractor for my project?"
  ],
  "keywords": [
   "competitive-ads-extractor",
   "extracts",
   "analyzes",
   "competitors",
   "ads",
   "libraries",
   "facebook",
   "linkedin",
   "etc",
   "understand"
  ]
 },
 {
  "name": "-21risk-automation",
  "description": "Automate 21risk tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/-21risk-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/-21risk-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate 21risk tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with  21risk automation",
   "Can you use -21risk-automation for my project?",
   "Automate 21risk tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "risk-automation",
   "automate",
   "risk",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "-2chat-automation",
  "description": "Automate 2chat tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/-2chat-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/-2chat-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate 2chat tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with  2chat automation",
   "Can you use -2chat-automation for my project?",
   "Automate 2chat tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "chat-automation",
   "automate",
   "chat",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "ably-automation",
  "description": "Automate Ably tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ably-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ably-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Ably tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ably automation",
   "Can you use ably-automation for my project?",
   "Automate Ably tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ably-automation",
   "automate",
   "ably",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "abstract-automation",
  "description": "Automate Abstract tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/abstract-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/abstract-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Abstract tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with abstract automation",
   "Can you use abstract-automation for my project?",
   "Automate Abstract tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "abstract-automation",
   "automate",
   "abstract",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "abuselpdb-automation",
  "description": "Automate Abuselpdb tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/abuselpdb-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/abuselpdb-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Abuselpdb tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with abuselpdb automation",
   "Can you use abuselpdb-automation for my project?",
   "Automate Abuselpdb tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "abuselpdb-automation",
   "automate",
   "abuselpdb",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "abyssale-automation",
  "description": "Automate Abyssale tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/abyssale-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/abyssale-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Abyssale tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with abyssale automation",
   "Can you use abyssale-automation for my project?",
   "Automate Abyssale tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "abyssale-automation",
   "automate",
   "abyssale",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "accelo-automation",
  "description": "Automate Accelo tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/accelo-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/accelo-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Accelo tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with accelo automation",
   "Can you use accelo-automation for my project?",
   "Automate Accelo tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "accelo-automation",
   "automate",
   "accelo",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "accredible-certificates-automation",
  "description": "Automate Accredible Certificates tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/accredible-certificates-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/accredible-certificates-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Accredible Certificates tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with accredible certificates automation",
   "Can you use accredible-certificates-automation for my project?",
   "Automate Accredible Certificates tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "accredible-certificates-automation",
   "automate",
   "accredible",
   "certificates",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "acculynx-automation",
  "description": "Automate Acculynx tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/acculynx-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/acculynx-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Acculynx tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with acculynx automation",
   "Can you use acculynx-automation for my project?",
   "Automate Acculynx tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "acculynx-automation",
   "automate",
   "acculynx",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "active-campaign-automation",
  "description": "Automate ActiveCampaign tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/active-campaign-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/active-campaign-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate ActiveCampaign tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with active campaign automation",
   "Can you use active-campaign-automation for my project?",
   "Automate ActiveCampaign tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "active-campaign-automation",
   "automate",
   "activecampaign",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "addresszen-automation",
  "description": "Automate Addresszen tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/addresszen-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/addresszen-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Addresszen tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with addresszen automation",
   "Can you use addresszen-automation for my project?",
   "Automate Addresszen tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "addresszen-automation",
   "automate",
   "addresszen",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "adobe-automation",
  "description": "Automate Adobe tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/adobe-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/adobe-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Adobe tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with adobe automation",
   "Can you use adobe-automation for my project?",
   "Automate Adobe tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "adobe-automation",
   "automate",
   "adobe",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "adrapid-automation",
  "description": "Automate Adrapid tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/adrapid-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/adrapid-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Adrapid tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with adrapid automation",
   "Can you use adrapid-automation for my project?",
   "Automate Adrapid tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "adrapid-automation",
   "automate",
   "adrapid",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "adyntel-automation",
  "description": "Automate Adyntel tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/adyntel-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/adyntel-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Adyntel tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with adyntel automation",
   "Can you use adyntel-automation for my project?",
   "Automate Adyntel tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "adyntel-automation",
   "automate",
   "adyntel",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "aero-workflow-automation",
  "description": "Automate Aero Workflow tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/aero-workflow-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/aero-workflow-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Aero Workflow tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with aero workflow automation",
   "Can you use aero-workflow-automation for my project?",
   "Automate Aero Workflow tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "aero-workflow-automation",
   "automate",
   "aero",
   "workflow",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "aeroleads-automation",
  "description": "Automate Aeroleads tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/aeroleads-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/aeroleads-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Aeroleads tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with aeroleads automation",
   "Can you use aeroleads-automation for my project?",
   "Automate Aeroleads tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "aeroleads-automation",
   "automate",
   "aeroleads",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "affinda-automation",
  "description": "Automate Affinda tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/affinda-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/affinda-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Affinda tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with affinda automation",
   "Can you use affinda-automation for my project?",
   "Automate Affinda tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "affinda-automation",
   "automate",
   "affinda",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "affinity-automation",
  "description": "Automate Affinity tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/affinity-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/affinity-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Affinity tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with affinity automation",
   "Can you use affinity-automation for my project?",
   "Automate Affinity tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "affinity-automation",
   "automate",
   "affinity",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "agencyzoom-automation",
  "description": "Automate Agencyzoom tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/agencyzoom-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/agencyzoom-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Agencyzoom tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with agencyzoom automation",
   "Can you use agencyzoom-automation for my project?",
   "Automate Agencyzoom tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "agencyzoom-automation",
   "automate",
   "agencyzoom",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "agent-mail-automation",
  "description": "Automate Agent Mail tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/agent-mail-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/agent-mail-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Agent Mail tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with agent mail automation",
   "Can you use agent-mail-automation for my project?",
   "Automate Agent Mail tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "agent-mail-automation",
   "automate",
   "agent",
   "mail",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "agentql-automation",
  "description": "Automate Agentql tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/agentql-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/agentql-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Agentql tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with agentql automation",
   "Can you use agentql-automation for my project?",
   "Automate Agentql tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "agentql-automation",
   "automate",
   "agentql",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "agenty-automation",
  "description": "Automate Agenty tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/agenty-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/agenty-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Agenty tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with agenty automation",
   "Can you use agenty-automation for my project?",
   "Automate Agenty tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "agenty-automation",
   "automate",
   "agenty",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "agiled-automation",
  "description": "Automate Agiled tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/agiled-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/agiled-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Agiled tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with agiled automation",
   "Can you use agiled-automation for my project?",
   "Automate Agiled tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "agiled-automation",
   "automate",
   "agiled",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "agility-cms-automation",
  "description": "Automate Agility CMS tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/agility-cms-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/agility-cms-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Agility CMS tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with agility cms automation",
   "Can you use agility-cms-automation for my project?",
   "Automate Agility CMS tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "agility-cms-automation",
   "automate",
   "agility",
   "cms",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "Ahrefs Automation",
  "description": "Automate SEO research with Ahrefs -- analyze backlink profiles, research keywords, track domain metrics history, audit organic rankings, and perform batch URL analysis through the Composio Ahrefs integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ahrefs-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ahrefs-automation/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to automate SEO research with Ahrefs -- analyze backlink profiles, research.",
  "example_prompts": [
   "Can you help me automate SEO research with Ahrefs -- analyze backlink profiles, research?",
   "Walk me through Ahrefs Automation step by step",
   "What's the best way to approach Ahrefs Automation for my project?"
  ],
  "keywords": [
   "ahrefs",
   "automation",
   "automate",
   "seo",
   "research",
   "analyze",
   "backlink",
   "profiles",
   "keywords",
   "track"
  ]
 },
 {
  "name": "ai-ml-api-automation",
  "description": "Automate AI ML API tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ai-ml-api-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ai-ml-api-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate AI ML API tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ai ml api automation",
   "Can you use ai-ml-api-automation for my project?",
   "Automate AI ML API tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ai-ml-api-automation",
   "automate",
   "api",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "aivoov-automation",
  "description": "Automate Aivoov tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/aivoov-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/aivoov-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Aivoov tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with aivoov automation",
   "Can you use aivoov-automation for my project?",
   "Automate Aivoov tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "aivoov-automation",
   "automate",
   "aivoov",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "alchemy-automation",
  "description": "Automate Alchemy tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/alchemy-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/alchemy-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Alchemy tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with alchemy automation",
   "Can you use alchemy-automation for my project?",
   "Automate Alchemy tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "alchemy-automation",
   "automate",
   "alchemy",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "algodocs-automation",
  "description": "Automate Algodocs tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/algodocs-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/algodocs-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Algodocs tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with algodocs automation",
   "Can you use algodocs-automation for my project?",
   "Automate Algodocs tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "algodocs-automation",
   "automate",
   "algodocs",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "algolia-automation",
  "description": "Automate Algolia tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/algolia-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/algolia-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Algolia tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with algolia automation",
   "Can you use algolia-automation for my project?",
   "Automate Algolia tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "algolia-automation",
   "automate",
   "algolia",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "all-images-ai-automation",
  "description": "Automate All Images AI tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/all-images-ai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/all-images-ai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate All Images AI tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with all images ai automation",
   "Can you use all-images-ai-automation for my project?",
   "Automate All Images AI tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "all-images-ai-automation",
   "automate",
   "all",
   "images",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "alpha-vantage-automation",
  "description": "Automate Alpha Vantage tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/alpha-vantage-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/alpha-vantage-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Alpha Vantage tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with alpha vantage automation",
   "Can you use alpha-vantage-automation for my project?",
   "Automate Alpha Vantage tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "alpha-vantage-automation",
   "automate",
   "alpha",
   "vantage",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "altoviz-automation",
  "description": "Automate Altoviz tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/altoviz-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/altoviz-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Altoviz tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with altoviz automation",
   "Can you use altoviz-automation for my project?",
   "Automate Altoviz tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "altoviz-automation",
   "automate",
   "altoviz",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "alttext-ai-automation",
  "description": "Automate Alttext AI tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/alttext-ai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/alttext-ai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Alttext AI tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with alttext ai automation",
   "Can you use alttext-ai-automation for my project?",
   "Automate Alttext AI tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "alttext-ai-automation",
   "automate",
   "alttext",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "amara-automation",
  "description": "Automate Amara tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/amara-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/amara-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Amara tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with amara automation",
   "Can you use amara-automation for my project?",
   "Automate Amara tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "amara-automation",
   "automate",
   "amara",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "amazon-automation",
  "description": "Automate Amazon tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/amazon-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/amazon-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Amazon tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with amazon automation",
   "Can you use amazon-automation for my project?",
   "Automate Amazon tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "amazon-automation",
   "automate",
   "amazon",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "ambee-automation",
  "description": "Automate Ambee tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ambee-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ambee-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Ambee tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ambee automation",
   "Can you use ambee-automation for my project?",
   "Automate Ambee tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ambee-automation",
   "automate",
   "ambee",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "ambient-weather-automation",
  "description": "Automate Ambient Weather tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ambient-weather-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ambient-weather-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Ambient Weather tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ambient weather automation",
   "Can you use ambient-weather-automation for my project?",
   "Automate Ambient Weather tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ambient-weather-automation",
   "automate",
   "ambient",
   "weather",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "amcards-automation",
  "description": "Automate Amcards tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/amcards-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/amcards-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Amcards tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with amcards automation",
   "Can you use amcards-automation for my project?",
   "Automate Amcards tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "amcards-automation",
   "automate",
   "amcards",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "anchor-browser-automation",
  "description": "Automate Anchor Browser tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/anchor-browser-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/anchor-browser-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Anchor Browser tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with anchor browser automation",
   "Can you use anchor-browser-automation for my project?",
   "Automate Anchor Browser tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "anchor-browser-automation",
   "automate",
   "anchor",
   "browser",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "anonyflow-automation",
  "description": "Automate Anonyflow tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/anonyflow-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/anonyflow-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Anonyflow tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with anonyflow automation",
   "Can you use anonyflow-automation for my project?",
   "Automate Anonyflow tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "anonyflow-automation",
   "automate",
   "anonyflow",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "anthropic-administrator-automation",
  "description": "Automate Anthropic Admin tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/anthropic-administrator-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/anthropic-administrator-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Anthropic Admin tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with anthropic administrator automation",
   "Can you use anthropic-administrator-automation for my project?",
   "Automate Anthropic Admin tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "anthropic-administrator-automation",
   "automate",
   "anthropic",
   "admin",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "anthropic_administrator-automation",
  "description": "Automate Anthropic Admin tasks via Rube MCP (Composio): API keys, usage, workspaces, and organization management. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/anthropic_administrator-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/anthropic_administrator-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Anthropic Admin tasks via Rube MCP (Composio): API keys, usage, workspaces, and organization management.",
  "example_prompts": [
   "Help me with anthropic administrator automation",
   "Can you use anthropic_administrator-automation for my project?",
   "Automate Anthropic Admin tasks via Rube MCP (Composio): API keys, usage, workspa — show me how"
  ],
  "keywords": [
   "anthropic",
   "administrator-automation",
   "automate",
   "admin",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "api"
  ]
 },
 {
  "name": "apaleo-automation",
  "description": "Automate Apaleo tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/apaleo-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/apaleo-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Apaleo tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with apaleo automation",
   "Can you use apaleo-automation for my project?",
   "Automate Apaleo tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "apaleo-automation",
   "automate",
   "apaleo",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "apex27-automation",
  "description": "Automate Apex27 tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/apex27-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/apex27-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Apex27 tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with apex27 automation",
   "Can you use apex27-automation for my project?",
   "Automate Apex27 tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "apex27-automation",
   "automate",
   "apex27",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "api-bible-automation",
  "description": "Automate API Bible tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/api-bible-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/api-bible-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate API Bible tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with api bible automation",
   "Can you use api-bible-automation for my project?",
   "Automate API Bible tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "api-bible-automation",
   "automate",
   "api",
   "bible",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "api-labz-automation",
  "description": "Automate API Labz tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/api-labz-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/api-labz-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate API Labz tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with api labz automation",
   "Can you use api-labz-automation for my project?",
   "Automate API Labz tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "api-labz-automation",
   "automate",
   "api",
   "labz",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "api-ninjas-automation",
  "description": "Automate API Ninjas tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/api-ninjas-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/api-ninjas-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate API Ninjas tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with api ninjas automation",
   "Can you use api-ninjas-automation for my project?",
   "Automate API Ninjas tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "api-ninjas-automation",
   "automate",
   "api",
   "ninjas",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "api-sports-automation",
  "description": "Automate API Sports tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/api-sports-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/api-sports-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate API Sports tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with api sports automation",
   "Can you use api-sports-automation for my project?",
   "Automate API Sports tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "api-sports-automation",
   "automate",
   "api",
   "sports",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "api2pdf-automation",
  "description": "Automate Api2pdf tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/api2pdf-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/api2pdf-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Api2pdf tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with api2pdf automation",
   "Can you use api2pdf-automation for my project?",
   "Automate Api2pdf tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "api2pdf-automation",
   "automate",
   "api2pdf",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "apiflash-automation",
  "description": "Automate Apiflash tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/apiflash-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/apiflash-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Apiflash tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with apiflash automation",
   "Can you use apiflash-automation for my project?",
   "Automate Apiflash tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "apiflash-automation",
   "automate",
   "apiflash",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Apify Automation",
  "description": "Automate web scraping and data extraction with Apify -- run Actors, manage datasets, create reusable tasks, and retrieve crawl results through the Composio Apify integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/apify-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/apify-automation/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to automate web scraping and data extraction with Apify -- run Actors, manage datasets, create reusable tasks.",
  "example_prompts": [
   "Can you help me automate web scraping and data extraction with Apify -- run Actors?",
   "Walk me through Apify Automation step by step",
   "What's the best way to approach Apify Automation for my project?"
  ],
  "keywords": [
   "apify",
   "automation",
   "automate",
   "web",
   "scraping",
   "data",
   "extraction",
   "run",
   "actors",
   "manage"
  ]
 },
 {
  "name": "apilio-automation",
  "description": "Automate Apilio tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/apilio-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/apilio-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Apilio tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with apilio automation",
   "Can you use apilio-automation for my project?",
   "Automate Apilio tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "apilio-automation",
   "automate",
   "apilio",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "apipie-ai-automation",
  "description": "Automate Apipie AI tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/apipie-ai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/apipie-ai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Apipie AI tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with apipie ai automation",
   "Can you use apipie-ai-automation for my project?",
   "Automate Apipie AI tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "apipie-ai-automation",
   "automate",
   "apipie",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "apitemplate-io-automation",
  "description": "Automate Apitemplate IO tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/apitemplate-io-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/apitemplate-io-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Apitemplate IO tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with apitemplate io automation",
   "Can you use apitemplate-io-automation for my project?",
   "Automate Apitemplate IO tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "apitemplate-io-automation",
   "automate",
   "apitemplate",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "apiverve-automation",
  "description": "Automate Apiverve tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/apiverve-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/apiverve-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Apiverve tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with apiverve automation",
   "Can you use apiverve-automation for my project?",
   "Automate Apiverve tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "apiverve-automation",
   "automate",
   "apiverve",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Apollo Automation",
  "description": "Automate Apollo.io lead generation -- search organizations, discover contacts, enrich prospect data, manage contact stages, and build targeted outreach lists -- using natural language through the Composio MCP integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/apollo-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/apollo-automation/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to automate Apollo.io lead generation -- search organizations, discover contacts, enrich prospect data, manage contact stages.",
  "example_prompts": [
   "Can you help me automate Apollo.io lead generation -- search organizations, discover contacts, enrich prospect?",
   "Walk me through Apollo Automation step by step",
   "What's the best way to approach Apollo Automation for my project?"
  ],
  "keywords": [
   "apollo",
   "automation",
   "automate",
   "lead",
   "generation",
   "search",
   "organizations",
   "discover",
   "contacts",
   "enrich"
  ]
 },
 {
  "name": "appcircle-automation",
  "description": "Automate Appcircle tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/appcircle-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/appcircle-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Appcircle tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with appcircle automation",
   "Can you use appcircle-automation for my project?",
   "Automate Appcircle tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "appcircle-automation",
   "automate",
   "appcircle",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "appdrag-automation",
  "description": "Automate Appdrag tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/appdrag-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/appdrag-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Appdrag tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with appdrag automation",
   "Can you use appdrag-automation for my project?",
   "Automate Appdrag tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "appdrag-automation",
   "automate",
   "appdrag",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "appointo-automation",
  "description": "Automate Appointo tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/appointo-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/appointo-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Appointo tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with appointo automation",
   "Can you use appointo-automation for my project?",
   "Automate Appointo tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "appointo-automation",
   "automate",
   "appointo",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "appsflyer-automation",
  "description": "Automate Appsflyer tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/appsflyer-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/appsflyer-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Appsflyer tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with appsflyer automation",
   "Can you use appsflyer-automation for my project?",
   "Automate Appsflyer tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "appsflyer-automation",
   "automate",
   "appsflyer",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "appveyor-automation",
  "description": "Automate Appveyor tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/appveyor-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/appveyor-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Appveyor tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with appveyor automation",
   "Can you use appveyor-automation for my project?",
   "Automate Appveyor tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "appveyor-automation",
   "automate",
   "appveyor",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "aryn-automation",
  "description": "Automate Aryn tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/aryn-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/aryn-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Aryn tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with aryn automation",
   "Can you use aryn-automation for my project?",
   "Automate Aryn tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "aryn-automation",
   "automate",
   "aryn",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "ascora-automation",
  "description": "Automate Ascora tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ascora-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ascora-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Ascora tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ascora automation",
   "Can you use ascora-automation for my project?",
   "Automate Ascora tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ascora-automation",
   "automate",
   "ascora",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Ashby Automation",
  "description": "Automate recruiting and hiring workflows in Ashby -- manage candidates, jobs, applications, interviews, and notes through natural language commands.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ashby-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ashby-automation/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to automate recruiting and hiring workflows in Ashby -- manage candidates, jobs, applications, interviews.",
  "example_prompts": [
   "Can you help me automate recruiting and hiring workflows in Ashby -- manage candidates, jobs?",
   "Walk me through Ashby Automation step by step",
   "What's the best way to approach Ashby Automation for my project?"
  ],
  "keywords": [
   "ashby",
   "automation",
   "automate",
   "recruiting",
   "hiring",
   "workflows",
   "manage",
   "candidates",
   "jobs",
   "applications"
  ]
 },
 {
  "name": "asin-data-api-automation",
  "description": "Automate Asin Data API tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/asin-data-api-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/asin-data-api-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Asin Data API tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with asin data api automation",
   "Can you use asin-data-api-automation for my project?",
   "Automate Asin Data API tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "asin-data-api-automation",
   "automate",
   "asin",
   "data",
   "api",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio"
  ]
 },
 {
  "name": "astica-ai-automation",
  "description": "Automate Astica AI tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/astica-ai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/astica-ai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Astica AI tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with astica ai automation",
   "Can you use astica-ai-automation for my project?",
   "Automate Astica AI tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "astica-ai-automation",
   "automate",
   "astica",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "async-interview-automation",
  "description": "Automate Async Interview tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/async-interview-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/async-interview-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Async Interview tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with async interview automation",
   "Can you use async-interview-automation for my project?",
   "Automate Async Interview tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "async-interview-automation",
   "automate",
   "async",
   "interview",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "atlassian-automation",
  "description": "Automate Atlassian tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/atlassian-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/atlassian-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Atlassian tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with atlassian automation",
   "Can you use atlassian-automation for my project?",
   "Automate Atlassian tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "atlassian-automation",
   "automate",
   "atlassian",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Attio Automation",
  "description": "Automate Attio CRM operations -- search records, query contacts and companies with advanced filters, manage notes, list attributes, and navigate your relationship data -- using natural language through the Composio MCP integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/attio-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/attio-automation/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to automate Attio CRM operations -- search records, query contacts and companies with advanced filters, manage notes.",
  "example_prompts": [
   "Can you help me automate Attio CRM operations -- search records, query contacts and companies?",
   "Walk me through Attio Automation step by step",
   "What's the best way to approach Attio Automation for my project?"
  ],
  "keywords": [
   "attio",
   "automation",
   "automate",
   "crm",
   "operations",
   "search",
   "records",
   "query",
   "contacts",
   "companies"
  ]
 },
 {
  "name": "auth0-automation",
  "description": "Automate Auth0 tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/auth0-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/auth0-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Auth0 tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with auth0 automation",
   "Can you use auth0-automation for my project?",
   "Automate Auth0 tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "auth0-automation",
   "automate",
   "auth0",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "autobound-automation",
  "description": "Automate Autobound tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/autobound-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/autobound-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Autobound tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with autobound automation",
   "Can you use autobound-automation for my project?",
   "Automate Autobound tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "autobound-automation",
   "automate",
   "autobound",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "autom-automation",
  "description": "Automate Autom tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/autom-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/autom-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Autom tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with autom automation",
   "Can you use autom-automation for my project?",
   "Automate Autom tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "autom-automation",
   "automate",
   "autom",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "axonaut-automation",
  "description": "Automate Axonaut tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/axonaut-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/axonaut-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Axonaut tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with axonaut automation",
   "Can you use axonaut-automation for my project?",
   "Automate Axonaut tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "axonaut-automation",
   "automate",
   "axonaut",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "ayrshare-automation",
  "description": "Automate Ayrshare tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ayrshare-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ayrshare-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Ayrshare tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ayrshare automation",
   "Can you use ayrshare-automation for my project?",
   "Automate Ayrshare tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ayrshare-automation",
   "automate",
   "ayrshare",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "backendless-automation",
  "description": "Automate Backendless tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/backendless-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/backendless-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Backendless tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with backendless automation",
   "Can you use backendless-automation for my project?",
   "Automate Backendless tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "backendless-automation",
   "automate",
   "backendless",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "bannerbear-automation",
  "description": "Automate Bannerbear tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/bannerbear-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/bannerbear-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Bannerbear tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with bannerbear automation",
   "Can you use bannerbear-automation for my project?",
   "Automate Bannerbear tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "bannerbear-automation",
   "automate",
   "bannerbear",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "bart-automation",
  "description": "Automate Bart tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/bart-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/bart-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Bart tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with bart automation",
   "Can you use bart-automation for my project?",
   "Automate Bart tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "bart-automation",
   "automate",
   "bart",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "baselinker-automation",
  "description": "Automate Baselinker tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/baselinker-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/baselinker-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Baselinker tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with baselinker automation",
   "Can you use baselinker-automation for my project?",
   "Automate Baselinker tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "baselinker-automation",
   "automate",
   "baselinker",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "baserow-automation",
  "description": "Automate Baserow tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/baserow-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/baserow-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Baserow tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with baserow automation",
   "Can you use baserow-automation for my project?",
   "Automate Baserow tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "baserow-automation",
   "automate",
   "baserow",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "basin-automation",
  "description": "Automate Basin tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/basin-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/basin-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Basin tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with basin automation",
   "Can you use basin-automation for my project?",
   "Automate Basin tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "basin-automation",
   "automate",
   "basin",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "battlenet-automation",
  "description": "Automate Battlenet tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/battlenet-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/battlenet-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Battlenet tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with battlenet automation",
   "Can you use battlenet-automation for my project?",
   "Automate Battlenet tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "battlenet-automation",
   "automate",
   "battlenet",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "beaconchain-automation",
  "description": "Automate Beaconchain tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/beaconchain-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/beaconchain-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Beaconchain tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with beaconchain automation",
   "Can you use beaconchain-automation for my project?",
   "Automate Beaconchain tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "beaconchain-automation",
   "automate",
   "beaconchain",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "beaconstac-automation",
  "description": "Automate Beaconstac tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/beaconstac-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/beaconstac-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Beaconstac tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with beaconstac automation",
   "Can you use beaconstac-automation for my project?",
   "Automate Beaconstac tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "beaconstac-automation",
   "automate",
   "beaconstac",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "beamer-automation",
  "description": "Automate Beamer tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/beamer-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/beamer-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Beamer tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with beamer automation",
   "Can you use beamer-automation for my project?",
   "Automate Beamer tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "beamer-automation",
   "automate",
   "beamer",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "beeminder-automation",
  "description": "Automate Beeminder tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/beeminder-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/beeminder-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Beeminder tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with beeminder automation",
   "Can you use beeminder-automation for my project?",
   "Automate Beeminder tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "beeminder-automation",
   "automate",
   "beeminder",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "bench-automation",
  "description": "Automate Bench tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/bench-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/bench-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Bench tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with bench automation",
   "Can you use bench-automation for my project?",
   "Automate Bench tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "bench-automation",
   "automate",
   "bench",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "benchmark-email-automation",
  "description": "Automate Benchmark Email tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/benchmark-email-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/benchmark-email-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Benchmark Email tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with benchmark email automation",
   "Can you use benchmark-email-automation for my project?",
   "Automate Benchmark Email tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "benchmark-email-automation",
   "automate",
   "benchmark",
   "email",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "benzinga-automation",
  "description": "Automate Benzinga tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/benzinga-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/benzinga-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Benzinga tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with benzinga automation",
   "Can you use benzinga-automation for my project?",
   "Automate Benzinga tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "benzinga-automation",
   "automate",
   "benzinga",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "bestbuy-automation",
  "description": "Automate Bestbuy tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/bestbuy-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/bestbuy-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Bestbuy tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with bestbuy automation",
   "Can you use bestbuy-automation for my project?",
   "Automate Bestbuy tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "bestbuy-automation",
   "automate",
   "bestbuy",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "better-proposals-automation",
  "description": "Automate Better Proposals tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/better-proposals-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/better-proposals-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Better Proposals tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with better proposals automation",
   "Can you use better-proposals-automation for my project?",
   "Automate Better Proposals tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "better-proposals-automation",
   "automate",
   "better",
   "proposals",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "better-stack-automation",
  "description": "Automate Better Stack tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/better-stack-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/better-stack-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Better Stack tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with better stack automation",
   "Can you use better-stack-automation for my project?",
   "Automate Better Stack tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "better-stack-automation",
   "automate",
   "better",
   "stack",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "bidsketch-automation",
  "description": "Automate Bidsketch tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/bidsketch-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/bidsketch-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Bidsketch tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with bidsketch automation",
   "Can you use bidsketch-automation for my project?",
   "Automate Bidsketch tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "bidsketch-automation",
   "automate",
   "bidsketch",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "big-data-cloud-automation",
  "description": "Automate Big Data Cloud tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/big-data-cloud-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/big-data-cloud-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Big Data Cloud tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with big data cloud automation",
   "Can you use big-data-cloud-automation for my project?",
   "Automate Big Data Cloud tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "big-data-cloud-automation",
   "automate",
   "big",
   "data",
   "cloud",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio"
  ]
 },
 {
  "name": "bigmailer-automation",
  "description": "Automate Bigmailer tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/bigmailer-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/bigmailer-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Bigmailer tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with bigmailer automation",
   "Can you use bigmailer-automation for my project?",
   "Automate Bigmailer tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "bigmailer-automation",
   "automate",
   "bigmailer",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "bigml-automation",
  "description": "Automate Bigml tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/bigml-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/bigml-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Bigml tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with bigml automation",
   "Can you use bigml-automation for my project?",
   "Automate Bigml tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "bigml-automation",
   "automate",
   "bigml",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "bigpicture-io-automation",
  "description": "Automate Bigpicture IO tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/bigpicture-io-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/bigpicture-io-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Bigpicture IO tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with bigpicture io automation",
   "Can you use bigpicture-io-automation for my project?",
   "Automate Bigpicture IO tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "bigpicture-io-automation",
   "automate",
   "bigpicture",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "bitquery-automation",
  "description": "Automate Bitquery tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/bitquery-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/bitquery-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Bitquery tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with bitquery automation",
   "Can you use bitquery-automation for my project?",
   "Automate Bitquery tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "bitquery-automation",
   "automate",
   "bitquery",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "bitwarden-automation",
  "description": "Automate Bitwarden tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/bitwarden-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/bitwarden-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Bitwarden tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with bitwarden automation",
   "Can you use bitwarden-automation for my project?",
   "Automate Bitwarden tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "bitwarden-automation",
   "automate",
   "bitwarden",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "blackbaud-automation",
  "description": "Automate Blackbaud tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/blackbaud-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/blackbaud-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Blackbaud tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with blackbaud automation",
   "Can you use blackbaud-automation for my project?",
   "Automate Blackbaud tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "blackbaud-automation",
   "automate",
   "blackbaud",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "blackboard-automation",
  "description": "Automate Blackboard tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/blackboard-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/blackboard-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Blackboard tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with blackboard automation",
   "Can you use blackboard-automation for my project?",
   "Automate Blackboard tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "blackboard-automation",
   "automate",
   "blackboard",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "blocknative-automation",
  "description": "Automate Blocknative tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/blocknative-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/blocknative-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Blocknative tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with blocknative automation",
   "Can you use blocknative-automation for my project?",
   "Automate Blocknative tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "blocknative-automation",
   "automate",
   "blocknative",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "boldsign-automation",
  "description": "Automate Boldsign tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/boldsign-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/boldsign-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Boldsign tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with boldsign automation",
   "Can you use boldsign-automation for my project?",
   "Automate Boldsign tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "boldsign-automation",
   "automate",
   "boldsign",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "bolna-automation",
  "description": "Automate Bolna tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/bolna-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/bolna-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Bolna tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with bolna automation",
   "Can you use bolna-automation for my project?",
   "Automate Bolna tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "bolna-automation",
   "automate",
   "bolna",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "boloforms-automation",
  "description": "Automate Boloforms tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/boloforms-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/boloforms-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Boloforms tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with boloforms automation",
   "Can you use boloforms-automation for my project?",
   "Automate Boloforms tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "boloforms-automation",
   "automate",
   "boloforms",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "bolt-iot-automation",
  "description": "Automate Bolt Iot tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/bolt-iot-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/bolt-iot-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Bolt Iot tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with bolt iot automation",
   "Can you use bolt-iot-automation for my project?",
   "Automate Bolt Iot tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "bolt-iot-automation",
   "automate",
   "bolt",
   "iot",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "bonsai-automation",
  "description": "Automate Bonsai tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/bonsai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/bonsai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Bonsai tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with bonsai automation",
   "Can you use bonsai-automation for my project?",
   "Automate Bonsai tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "bonsai-automation",
   "automate",
   "bonsai",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "bookingmood-automation",
  "description": "Automate Bookingmood tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/bookingmood-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/bookingmood-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Bookingmood tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with bookingmood automation",
   "Can you use bookingmood-automation for my project?",
   "Automate Bookingmood tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "bookingmood-automation",
   "automate",
   "bookingmood",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "booqable-automation",
  "description": "Automate Booqable tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/booqable-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/booqable-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Booqable tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with booqable automation",
   "Can you use booqable-automation for my project?",
   "Automate Booqable tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "booqable-automation",
   "automate",
   "booqable",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "borneo-automation",
  "description": "Automate Borneo tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/borneo-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/borneo-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Borneo tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with borneo automation",
   "Can you use borneo-automation for my project?",
   "Automate Borneo tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "borneo-automation",
   "automate",
   "borneo",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "botbaba-automation",
  "description": "Automate Botbaba tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/botbaba-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/botbaba-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Botbaba tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with botbaba automation",
   "Can you use botbaba-automation for my project?",
   "Automate Botbaba tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "botbaba-automation",
   "automate",
   "botbaba",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "botpress-automation",
  "description": "Automate Botpress tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/botpress-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/botpress-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Botpress tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with botpress automation",
   "Can you use botpress-automation for my project?",
   "Automate Botpress tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "botpress-automation",
   "automate",
   "botpress",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "botsonic-automation",
  "description": "Automate Botsonic tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/botsonic-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/botsonic-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Botsonic tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with botsonic automation",
   "Can you use botsonic-automation for my project?",
   "Automate Botsonic tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "botsonic-automation",
   "automate",
   "botsonic",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "botstar-automation",
  "description": "Automate Botstar tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/botstar-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/botstar-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Botstar tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with botstar automation",
   "Can you use botstar-automation for my project?",
   "Automate Botstar tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "botstar-automation",
   "automate",
   "botstar",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "bouncer-automation",
  "description": "Automate Bouncer tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/bouncer-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/bouncer-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Bouncer tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with bouncer automation",
   "Can you use bouncer-automation for my project?",
   "Automate Bouncer tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "bouncer-automation",
   "automate",
   "bouncer",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "boxhero-automation",
  "description": "Automate Boxhero tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/boxhero-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/boxhero-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Boxhero tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with boxhero automation",
   "Can you use boxhero-automation for my project?",
   "Automate Boxhero tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "boxhero-automation",
   "automate",
   "boxhero",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Braintree Automation",
  "description": "Braintree Automation: manage payment processing via Stripe-compatible tools for customers, subscriptions, payment methods, and transactions",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/braintree-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/braintree-automation/SKILL.md",
  "category": "business",
  "when_to_use": "Use it when you want to braintree Automation: manage payment processing via Stripe-compatible tools for customers, subscriptions, payment methods.",
  "example_prompts": [
   "Can you help me braintree Automation: manage payment processing via Stripe-compatible tools for customers, subscriptions?",
   "Walk me through Braintree Automation step by step",
   "What's the best way to approach Braintree Automation for my project?"
  ],
  "keywords": [
   "braintree",
   "automation",
   "manage",
   "payment",
   "processing",
   "via",
   "stripe-compatible",
   "tools",
   "customers",
   "subscriptions"
  ]
 },
 {
  "name": "brandfetch-automation",
  "description": "Automate Brandfetch tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/brandfetch-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/brandfetch-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Brandfetch tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with brandfetch automation",
   "Can you use brandfetch-automation for my project?",
   "Automate Brandfetch tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "brandfetch-automation",
   "automate",
   "brandfetch",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "breeze-automation",
  "description": "Automate Breeze tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/breeze-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/breeze-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Breeze tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with breeze automation",
   "Can you use breeze-automation for my project?",
   "Automate Breeze tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "breeze-automation",
   "automate",
   "breeze",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "breezy-hr-automation",
  "description": "Automate Breezy HR tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/breezy-hr-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/breezy-hr-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Breezy HR tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with breezy hr automation",
   "Can you use breezy-hr-automation for my project?",
   "Automate Breezy HR tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "breezy-hr-automation",
   "automate",
   "breezy",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "brex-automation",
  "description": "Automate Brex tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/brex-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/brex-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Brex tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with brex automation",
   "Can you use brex-automation for my project?",
   "Automate Brex tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "brex-automation",
   "automate",
   "brex",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "brex-staging-automation",
  "description": "Automate Brex Staging tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/brex-staging-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/brex-staging-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Brex Staging tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with brex staging automation",
   "Can you use brex-staging-automation for my project?",
   "Automate Brex Staging tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "brex-staging-automation",
   "automate",
   "brex",
   "staging",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "brightdata-automation",
  "description": "Automate Brightdata tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/brightdata-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/brightdata-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Brightdata tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with brightdata automation",
   "Can you use brightdata-automation for my project?",
   "Automate Brightdata tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "brightdata-automation",
   "automate",
   "brightdata",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "brightpearl-automation",
  "description": "Automate Brightpearl tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/brightpearl-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/brightpearl-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Brightpearl tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with brightpearl automation",
   "Can you use brightpearl-automation for my project?",
   "Automate Brightpearl tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "brightpearl-automation",
   "automate",
   "brightpearl",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "brilliant-directories-automation",
  "description": "Automate Brilliant Directories tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/brilliant-directories-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/brilliant-directories-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Brilliant Directories tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with brilliant directories automation",
   "Can you use brilliant-directories-automation for my project?",
   "Automate Brilliant Directories tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "brilliant-directories-automation",
   "automate",
   "brilliant",
   "directories",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "browseai-automation",
  "description": "Automate Browseai tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/browseai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/browseai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Browseai tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with browseai automation",
   "Can you use browseai-automation for my project?",
   "Automate Browseai tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "browseai-automation",
   "automate",
   "browseai",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "browser-tool-automation",
  "description": "Automate Browser Tool tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/browser-tool-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/browser-tool-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Browser Tool tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with browser tool automation",
   "Can you use browser-tool-automation for my project?",
   "Automate Browser Tool tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "browser-tool-automation",
   "automate",
   "browser",
   "tool",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "browserbase-tool-automation",
  "description": "Automate Browserbase Tool tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/browserbase-tool-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/browserbase-tool-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Browserbase Tool tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with browserbase tool automation",
   "Can you use browserbase-tool-automation for my project?",
   "Automate Browserbase Tool tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "browserbase-tool-automation",
   "automate",
   "browserbase",
   "tool",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "browserhub-automation",
  "description": "Automate Browserhub tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/browserhub-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/browserhub-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Browserhub tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with browserhub automation",
   "Can you use browserhub-automation for my project?",
   "Automate Browserhub tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "browserhub-automation",
   "automate",
   "browserhub",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "browserless-automation",
  "description": "Automate Browserless tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/browserless-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/browserless-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Browserless tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with browserless automation",
   "Can you use browserless-automation for my project?",
   "Automate Browserless tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "browserless-automation",
   "automate",
   "browserless",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "btcpay-server-automation",
  "description": "Automate Btcpay Server tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/btcpay-server-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/btcpay-server-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Btcpay Server tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with btcpay server automation",
   "Can you use btcpay-server-automation for my project?",
   "Automate Btcpay Server tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "btcpay-server-automation",
   "automate",
   "btcpay",
   "server",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "bubble-automation",
  "description": "Automate Bubble tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/bubble-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/bubble-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Bubble tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with bubble automation",
   "Can you use bubble-automation for my project?",
   "Automate Bubble tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "bubble-automation",
   "automate",
   "bubble",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "bugbug-automation",
  "description": "Automate Bugbug tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/bugbug-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/bugbug-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Bugbug tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with bugbug automation",
   "Can you use bugbug-automation for my project?",
   "Automate Bugbug tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "bugbug-automation",
   "automate",
   "bugbug",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "bugherd-automation",
  "description": "Automate Bugherd tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/bugherd-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/bugherd-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Bugherd tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with bugherd automation",
   "Can you use bugherd-automation for my project?",
   "Automate Bugherd tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "bugherd-automation",
   "automate",
   "bugherd",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "bugsnag-automation",
  "description": "Automate Bugsnag tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/bugsnag-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/bugsnag-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Bugsnag tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with bugsnag automation",
   "Can you use bugsnag-automation for my project?",
   "Automate Bugsnag tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "bugsnag-automation",
   "automate",
   "bugsnag",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "buildkite-automation",
  "description": "Automate Buildkite tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/buildkite-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/buildkite-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Buildkite tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with buildkite automation",
   "Can you use buildkite-automation for my project?",
   "Automate Buildkite tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "buildkite-automation",
   "automate",
   "buildkite",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "builtwith-automation",
  "description": "Automate Builtwith tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/builtwith-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/builtwith-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Builtwith tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with builtwith automation",
   "Can you use builtwith-automation for my project?",
   "Automate Builtwith tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "builtwith-automation",
   "automate",
   "builtwith",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "bunnycdn-automation",
  "description": "Automate Bunnycdn tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/bunnycdn-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/bunnycdn-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Bunnycdn tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with bunnycdn automation",
   "Can you use bunnycdn-automation for my project?",
   "Automate Bunnycdn tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "bunnycdn-automation",
   "automate",
   "bunnycdn",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "byteforms-automation",
  "description": "Automate Byteforms tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/byteforms-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/byteforms-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Byteforms tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with byteforms automation",
   "Can you use byteforms-automation for my project?",
   "Automate Byteforms tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "byteforms-automation",
   "automate",
   "byteforms",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "cabinpanda-automation",
  "description": "Automate Cabinpanda tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/cabinpanda-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/cabinpanda-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Cabinpanda tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with cabinpanda automation",
   "Can you use cabinpanda-automation for my project?",
   "Automate Cabinpanda tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "cabinpanda-automation",
   "automate",
   "cabinpanda",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "cal-automation",
  "description": "Automate Cal tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/cal-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/cal-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Cal tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with cal automation",
   "Can you use cal-automation for my project?",
   "Automate Cal tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "cal-automation",
   "automate",
   "cal",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "calendarhero-automation",
  "description": "Automate Calendarhero tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/calendarhero-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/calendarhero-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Calendarhero tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with calendarhero automation",
   "Can you use calendarhero-automation for my project?",
   "Automate Calendarhero tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "calendarhero-automation",
   "automate",
   "calendarhero",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "callerapi-automation",
  "description": "Automate Callerapi tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/callerapi-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/callerapi-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Callerapi tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with callerapi automation",
   "Can you use callerapi-automation for my project?",
   "Automate Callerapi tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "callerapi-automation",
   "automate",
   "callerapi",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "callingly-automation",
  "description": "Automate Callingly tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/callingly-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/callingly-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Callingly tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with callingly automation",
   "Can you use callingly-automation for my project?",
   "Automate Callingly tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "callingly-automation",
   "automate",
   "callingly",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "callpage-automation",
  "description": "Automate Callpage tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/callpage-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/callpage-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Callpage tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with callpage automation",
   "Can you use callpage-automation for my project?",
   "Automate Callpage tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "callpage-automation",
   "automate",
   "callpage",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "campaign-cleaner-automation",
  "description": "Automate Campaign Cleaner tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/campaign-cleaner-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/campaign-cleaner-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Campaign Cleaner tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with campaign cleaner automation",
   "Can you use campaign-cleaner-automation for my project?",
   "Automate Campaign Cleaner tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "campaign-cleaner-automation",
   "automate",
   "campaign",
   "cleaner",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "campayn-automation",
  "description": "Automate Campayn tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/campayn-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/campayn-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Campayn tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with campayn automation",
   "Can you use campayn-automation for my project?",
   "Automate Campayn tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "campayn-automation",
   "automate",
   "campayn",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "canny-automation",
  "description": "Automate Canny tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/canny-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/canny-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Canny tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with canny automation",
   "Can you use canny-automation for my project?",
   "Automate Canny tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "canny-automation",
   "automate",
   "canny",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "canvas-automation",
  "description": "Automate Canvas tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/canvas-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/canvas-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Canvas tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with canvas automation",
   "Can you use canvas-automation for my project?",
   "Automate Canvas tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "canvas-automation",
   "automate",
   "canvas",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Capsule CRM Automation",
  "description": "Automate Capsule CRM operations -- manage contacts (parties), run structured filter queries, track tasks and projects, log entries, and handle organizations -- using natural language through the Composio MCP integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/capsule-crm-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/capsule-crm-automation/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to automate Capsule CRM operations -- manage contacts , run structured filter queries, track tasks and projects, log entries.",
  "example_prompts": [
   "Can you help me automate Capsule CRM operations -- manage contacts , run structured filter?",
   "Walk me through Capsule CRM Automation step by step",
   "What's the best way to approach Capsule CRM Automation for my project?"
  ],
  "keywords": [
   "capsule",
   "crm",
   "automation",
   "automate",
   "operations",
   "manage",
   "contacts",
   "parties",
   "run",
   "structured"
  ]
 },
 {
  "name": "capsule_crm-automation",
  "description": "Automate Capsule CRM tasks via Rube MCP (Composio): contacts, opportunities, cases, tasks, and pipeline management. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/capsule_crm-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/capsule_crm-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Capsule CRM tasks via Rube MCP (Composio): contacts, opportunities, cases, tasks, and pipeline management.",
  "example_prompts": [
   "Help me with capsule crm automation",
   "Can you use capsule_crm-automation for my project?",
   "Automate Capsule CRM tasks via Rube MCP (Composio): contacts, opportunities, cas — show me how"
  ],
  "keywords": [
   "capsule",
   "crm-automation",
   "automate",
   "crm",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "contacts"
  ]
 },
 {
  "name": "carbone-automation",
  "description": "Automate Carbone tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/carbone-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/carbone-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Carbone tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with carbone automation",
   "Can you use carbone-automation for my project?",
   "Automate Carbone tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "carbone-automation",
   "automate",
   "carbone",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "cardly-automation",
  "description": "Automate Cardly tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/cardly-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/cardly-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Cardly tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with cardly automation",
   "Can you use cardly-automation for my project?",
   "Automate Cardly tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "cardly-automation",
   "automate",
   "cardly",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "castingwords-automation",
  "description": "Automate Castingwords tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/castingwords-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/castingwords-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Castingwords tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with castingwords automation",
   "Can you use castingwords-automation for my project?",
   "Automate Castingwords tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "castingwords-automation",
   "automate",
   "castingwords",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "cats-automation",
  "description": "Automate Cats tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/cats-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/cats-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Cats tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with cats automation",
   "Can you use cats-automation for my project?",
   "Automate Cats tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "cats-automation",
   "automate",
   "cats",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "cdr-platform-automation",
  "description": "Automate Cdr Platform tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/cdr-platform-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/cdr-platform-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Cdr Platform tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with cdr platform automation",
   "Can you use cdr-platform-automation for my project?",
   "Automate Cdr Platform tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "cdr-platform-automation",
   "automate",
   "cdr",
   "platform",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "census-bureau-automation",
  "description": "Automate Census Bureau tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/census-bureau-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/census-bureau-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Census Bureau tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with census bureau automation",
   "Can you use census-bureau-automation for my project?",
   "Automate Census Bureau tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "census-bureau-automation",
   "automate",
   "census",
   "bureau",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "centralstationcrm-automation",
  "description": "Automate Centralstationcrm tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/centralstationcrm-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/centralstationcrm-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Centralstationcrm tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with centralstationcrm automation",
   "Can you use centralstationcrm-automation for my project?",
   "Automate Centralstationcrm tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "centralstationcrm-automation",
   "automate",
   "centralstationcrm",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "certifier-automation",
  "description": "Automate Certifier tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/certifier-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/certifier-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Certifier tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with certifier automation",
   "Can you use certifier-automation for my project?",
   "Automate Certifier tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "certifier-automation",
   "automate",
   "certifier",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "chaser-automation",
  "description": "Automate Chaser tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/chaser-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/chaser-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Chaser tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with chaser automation",
   "Can you use chaser-automation for my project?",
   "Automate Chaser tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "chaser-automation",
   "automate",
   "chaser",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "chatbotkit-automation",
  "description": "Automate Chatbotkit tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/chatbotkit-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/chatbotkit-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Chatbotkit tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with chatbotkit automation",
   "Can you use chatbotkit-automation for my project?",
   "Automate Chatbotkit tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "chatbotkit-automation",
   "automate",
   "chatbotkit",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "chatfai-automation",
  "description": "Automate Chatfai tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/chatfai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/chatfai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Chatfai tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with chatfai automation",
   "Can you use chatfai-automation for my project?",
   "Automate Chatfai tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "chatfai-automation",
   "automate",
   "chatfai",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "chatwork-automation",
  "description": "Automate Chatwork tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/chatwork-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/chatwork-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Chatwork tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with chatwork automation",
   "Can you use chatwork-automation for my project?",
   "Automate Chatwork tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "chatwork-automation",
   "automate",
   "chatwork",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "chmeetings-automation",
  "description": "Automate Chmeetings tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/chmeetings-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/chmeetings-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Chmeetings tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with chmeetings automation",
   "Can you use chmeetings-automation for my project?",
   "Automate Chmeetings tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "chmeetings-automation",
   "automate",
   "chmeetings",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "cincopa-automation",
  "description": "Automate Cincopa tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/cincopa-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/cincopa-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Cincopa tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with cincopa automation",
   "Can you use cincopa-automation for my project?",
   "Automate Cincopa tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "cincopa-automation",
   "automate",
   "cincopa",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "claid-ai-automation",
  "description": "Automate Claid AI tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/claid-ai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/claid-ai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Claid AI tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with claid ai automation",
   "Can you use claid-ai-automation for my project?",
   "Automate Claid AI tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "claid-ai-automation",
   "automate",
   "claid",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "classmarker-automation",
  "description": "Automate Classmarker tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/classmarker-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/classmarker-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Classmarker tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with classmarker automation",
   "Can you use classmarker-automation for my project?",
   "Automate Classmarker tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "classmarker-automation",
   "automate",
   "classmarker",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "clearout-automation",
  "description": "Automate Clearout tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/clearout-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/clearout-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Clearout tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with clearout automation",
   "Can you use clearout-automation for my project?",
   "Automate Clearout tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "clearout-automation",
   "automate",
   "clearout",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "clickmeeting-automation",
  "description": "Automate Clickmeeting tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/clickmeeting-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/clickmeeting-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Clickmeeting tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with clickmeeting automation",
   "Can you use clickmeeting-automation for my project?",
   "Automate Clickmeeting tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "clickmeeting-automation",
   "automate",
   "clickmeeting",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Clockify Automation",
  "description": "Automate time tracking workflows in Clockify -- create and manage time entries, workspaces, and users through natural language commands.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/clockify-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/clockify-automation/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to automate time tracking workflows in Clockify -- create and manage time entries, workspaces.",
  "example_prompts": [
   "Can you help me automate time tracking workflows in Clockify -- create and manage time?",
   "Walk me through Clockify Automation step by step",
   "What's the best way to approach Clockify Automation for my project?"
  ],
  "keywords": [
   "clockify",
   "automation",
   "automate",
   "time",
   "tracking",
   "workflows",
   "create",
   "manage",
   "entries",
   "workspaces"
  ]
 },
 {
  "name": "cloudcart-automation",
  "description": "Automate Cloudcart tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/cloudcart-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/cloudcart-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Cloudcart tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with cloudcart automation",
   "Can you use cloudcart-automation for my project?",
   "Automate Cloudcart tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "cloudcart-automation",
   "automate",
   "cloudcart",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "cloudconvert-automation",
  "description": "Automate Cloudconvert tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/cloudconvert-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/cloudconvert-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Cloudconvert tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with cloudconvert automation",
   "Can you use cloudconvert-automation for my project?",
   "Automate Cloudconvert tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "cloudconvert-automation",
   "automate",
   "cloudconvert",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "cloudflare-api-key-automation",
  "description": "Automate Cloudflare API tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/cloudflare-api-key-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/cloudflare-api-key-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Cloudflare API tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with cloudflare api key automation",
   "Can you use cloudflare-api-key-automation for my project?",
   "Automate Cloudflare API tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "cloudflare-api-key-automation",
   "automate",
   "cloudflare",
   "api",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "cloudflare-automation",
  "description": "Automate Cloudflare tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/cloudflare-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/cloudflare-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Cloudflare tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with cloudflare automation",
   "Can you use cloudflare-automation for my project?",
   "Automate Cloudflare tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "cloudflare-automation",
   "automate",
   "cloudflare",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "cloudflare-browser-rendering-automation",
  "description": "Automate Cloudflare Browser Rendering tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/cloudflare-browser-rendering-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/cloudflare-browser-rendering-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Cloudflare Browser Rendering tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with cloudflare browser rendering automation",
   "Can you use cloudflare-browser-rendering-automation for my project?",
   "Automate Cloudflare Browser Rendering tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "cloudflare-browser-rendering-automation",
   "automate",
   "cloudflare",
   "browser",
   "rendering",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio"
  ]
 },
 {
  "name": "Cloudinary Automation",
  "description": "Automate Cloudinary media management including folder organization, upload presets, asset lookup, transformations, and usage monitoring through natural language commands",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/cloudinary-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/cloudinary-automation/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to automate Cloudinary media management including folder organization, upload presets, asset lookup, transformations.",
  "example_prompts": [
   "Can you help me automate Cloudinary media management including folder organization, upload presets, asset lookup?",
   "Walk me through Cloudinary Automation step by step",
   "What's the best way to approach Cloudinary Automation for my project?"
  ],
  "keywords": [
   "cloudinary",
   "automation",
   "automate",
   "media",
   "management",
   "including",
   "folder",
   "organization",
   "upload",
   "presets"
  ]
 },
 {
  "name": "cloudlayer-automation",
  "description": "Automate Cloudlayer tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/cloudlayer-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/cloudlayer-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Cloudlayer tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with cloudlayer automation",
   "Can you use cloudlayer-automation for my project?",
   "Automate Cloudlayer tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "cloudlayer-automation",
   "automate",
   "cloudlayer",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "cloudpress-automation",
  "description": "Automate Cloudpress tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/cloudpress-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/cloudpress-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Cloudpress tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with cloudpress automation",
   "Can you use cloudpress-automation for my project?",
   "Automate Cloudpress tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "cloudpress-automation",
   "automate",
   "cloudpress",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "coassemble-automation",
  "description": "Automate Coassemble tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/coassemble-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/coassemble-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Coassemble tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with coassemble automation",
   "Can you use coassemble-automation for my project?",
   "Automate Coassemble tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "coassemble-automation",
   "automate",
   "coassemble",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "codacy-automation",
  "description": "Automate Codacy tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/codacy-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/codacy-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Codacy tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with codacy automation",
   "Can you use codacy-automation for my project?",
   "Automate Codacy tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "codacy-automation",
   "automate",
   "codacy",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "codeinterpreter-automation",
  "description": "Automate Codeinterpreter tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/codeinterpreter-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/codeinterpreter-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Codeinterpreter tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with codeinterpreter automation",
   "Can you use codeinterpreter-automation for my project?",
   "Automate Codeinterpreter tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "codeinterpreter-automation",
   "automate",
   "codeinterpreter",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "codereadr-automation",
  "description": "Automate Codereadr tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/codereadr-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/codereadr-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Codereadr tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with codereadr automation",
   "Can you use codereadr-automation for my project?",
   "Automate Codereadr tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "codereadr-automation",
   "automate",
   "codereadr",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Coinbase Automation",
  "description": "Coinbase Automation: list and manage cryptocurrency wallets, accounts, and portfolio data via Coinbase CDP SDK",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/coinbase-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/coinbase-automation/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to coinbase Automation: list and manage cryptocurrency wallets, accounts, and portfolio data via Coinbase CDP SDK.",
  "example_prompts": [
   "Can you help me coinbase Automation: list and manage cryptocurrency wallets, accounts, and portfolio data?",
   "Walk me through Coinbase Automation step by step",
   "What's the best way to approach Coinbase Automation for my project?"
  ],
  "keywords": [
   "coinbase",
   "automation",
   "list",
   "manage",
   "cryptocurrency",
   "wallets",
   "accounts",
   "portfolio",
   "data",
   "via"
  ]
 },
 {
  "name": "coinmarketcal-automation",
  "description": "Automate Coinmarketcal tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/coinmarketcal-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/coinmarketcal-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Coinmarketcal tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with coinmarketcal automation",
   "Can you use coinmarketcal-automation for my project?",
   "Automate Coinmarketcal tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "coinmarketcal-automation",
   "automate",
   "coinmarketcal",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "coinmarketcap-automation",
  "description": "Automate Coinmarketcap tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/coinmarketcap-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/coinmarketcap-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Coinmarketcap tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with coinmarketcap automation",
   "Can you use coinmarketcap-automation for my project?",
   "Automate Coinmarketcap tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "coinmarketcap-automation",
   "automate",
   "coinmarketcap",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "coinranking-automation",
  "description": "Automate Coinranking tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/coinranking-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/coinranking-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Coinranking tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with coinranking automation",
   "Can you use coinranking-automation for my project?",
   "Automate Coinranking tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "coinranking-automation",
   "automate",
   "coinranking",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "college-football-data-automation",
  "description": "Automate College Football Data tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/college-football-data-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/college-football-data-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate College Football Data tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with college football data automation",
   "Can you use college-football-data-automation for my project?",
   "Automate College Football Data tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "college-football-data-automation",
   "automate",
   "college",
   "football",
   "data",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio"
  ]
 },
 {
  "name": "composio-automation",
  "description": "Automate Composio tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/composio-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/composio-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Composio tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with composio automation",
   "Can you use composio-automation for my project?",
   "Automate Composio tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "composio-automation",
   "automate",
   "composio",
   "tasks",
   "via",
   "rube",
   "mcp",
   "always",
   "search",
   "tools"
  ]
 },
 {
  "name": "composio-search-automation",
  "description": "Automate Composio Search tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/composio-search-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/composio-search-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Composio Search tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with composio search automation",
   "Can you use composio-search-automation for my project?",
   "Automate Composio Search tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "composio-search-automation",
   "automate",
   "composio",
   "search",
   "tasks",
   "via",
   "rube",
   "mcp",
   "always",
   "tools"
  ]
 },
 {
  "name": "connecteam-automation",
  "description": "Automate Connecteam tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/connecteam-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/connecteam-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Connecteam tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with connecteam automation",
   "Can you use connecteam-automation for my project?",
   "Automate Connecteam tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "connecteam-automation",
   "automate",
   "connecteam",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Contentful Automation",
  "description": "Automate headless CMS operations in Contentful -- list spaces, retrieve space metadata, and update space configurations through the Composio Contentful integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/contentful-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/contentful-automation/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to automate headless CMS operations in Contentful -- list spaces, retrieve space metadata.",
  "example_prompts": [
   "Can you help me automate headless CMS operations in Contentful -- list spaces, retrieve space?",
   "Walk me through Contentful Automation step by step",
   "What's the best way to approach Contentful Automation for my project?"
  ],
  "keywords": [
   "contentful",
   "automation",
   "automate",
   "headless",
   "cms",
   "operations",
   "list",
   "spaces",
   "retrieve",
   "space"
  ]
 },
 {
  "name": "contentful-graphql-automation",
  "description": "Automate Contentful Graphql tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/contentful-graphql-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/contentful-graphql-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Contentful Graphql tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with contentful graphql automation",
   "Can you use contentful-graphql-automation for my project?",
   "Automate Contentful Graphql tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "contentful-graphql-automation",
   "automate",
   "contentful",
   "graphql",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "control-d-automation",
  "description": "Automate Control D tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/control-d-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/control-d-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Control D tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with control d automation",
   "Can you use control-d-automation for my project?",
   "Automate Control D tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "control-d-automation",
   "automate",
   "control",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "conversion-tools-automation",
  "description": "Automate Conversion Tools tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/conversion-tools-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/conversion-tools-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Conversion Tools tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with conversion tools automation",
   "Can you use conversion-tools-automation for my project?",
   "Automate Conversion Tools tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "conversion-tools-automation",
   "automate",
   "conversion",
   "tools",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "convertapi-automation",
  "description": "Automate Convertapi tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/convertapi-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/convertapi-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Convertapi tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with convertapi automation",
   "Can you use convertapi-automation for my project?",
   "Automate Convertapi tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "convertapi-automation",
   "automate",
   "convertapi",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "conveyor-automation",
  "description": "Automate Conveyor tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/conveyor-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/conveyor-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Conveyor tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with conveyor automation",
   "Can you use conveyor-automation for my project?",
   "Automate Conveyor tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "conveyor-automation",
   "automate",
   "conveyor",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "convolo-ai-automation",
  "description": "Automate Convolo AI tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/convolo-ai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/convolo-ai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Convolo AI tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with convolo ai automation",
   "Can you use convolo-ai-automation for my project?",
   "Automate Convolo AI tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "convolo-ai-automation",
   "automate",
   "convolo",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "corrently-automation",
  "description": "Automate Corrently tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/corrently-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/corrently-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Corrently tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with corrently automation",
   "Can you use corrently-automation for my project?",
   "Automate Corrently tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "corrently-automation",
   "automate",
   "corrently",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "countdown-api-automation",
  "description": "Automate Countdown API tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/countdown-api-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/countdown-api-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Countdown API tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with countdown api automation",
   "Can you use countdown-api-automation for my project?",
   "Automate Countdown API tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "countdown-api-automation",
   "automate",
   "countdown",
   "api",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "coupa-automation",
  "description": "Automate Coupa tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/coupa-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/coupa-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Coupa tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with coupa automation",
   "Can you use coupa-automation for my project?",
   "Automate Coupa tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "coupa-automation",
   "automate",
   "coupa",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "craftmypdf-automation",
  "description": "Automate Craftmypdf tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/craftmypdf-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/craftmypdf-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Craftmypdf tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with craftmypdf automation",
   "Can you use craftmypdf-automation for my project?",
   "Automate Craftmypdf tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "craftmypdf-automation",
   "automate",
   "craftmypdf",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "crowdin-automation",
  "description": "Automate Crowdin tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/crowdin-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/crowdin-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Crowdin tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with crowdin automation",
   "Can you use crowdin-automation for my project?",
   "Automate Crowdin tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "crowdin-automation",
   "automate",
   "crowdin",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "crustdata-automation",
  "description": "Automate Crustdata tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/crustdata-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/crustdata-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Crustdata tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with crustdata automation",
   "Can you use crustdata-automation for my project?",
   "Automate Crustdata tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "crustdata-automation",
   "automate",
   "crustdata",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "cults-automation",
  "description": "Automate Cults tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/cults-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/cults-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Cults tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with cults automation",
   "Can you use cults-automation for my project?",
   "Automate Cults tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "cults-automation",
   "automate",
   "cults",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "curated-automation",
  "description": "Automate Curated tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/curated-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/curated-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Curated tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with curated automation",
   "Can you use curated-automation for my project?",
   "Automate Curated tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "curated-automation",
   "automate",
   "curated",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "currents-api-automation",
  "description": "Automate Currents API tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/currents-api-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/currents-api-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Currents API tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with currents api automation",
   "Can you use currents-api-automation for my project?",
   "Automate Currents API tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "currents-api-automation",
   "automate",
   "currents",
   "api",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "Customer.io Automation",
  "description": "Automate customer engagement workflows including broadcast triggers, message analytics, segment management, and newsletter tracking through Customer.io via Composio",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/customerio-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/customerio-automation/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to automate customer engagement workflows including broadcast.",
  "example_prompts": [
   "Can you help me automate customer engagement workflows including broadcast?",
   "Walk me through Customer.io Automation step by step",
   "What's the best way to approach Customer.io Automation for my project?"
  ],
  "keywords": [
   "customer",
   "automation",
   "automate",
   "engagement",
   "workflows",
   "including",
   "broadcast",
   "triggers",
   "message",
   "analytics"
  ]
 },
 {
  "name": "customgpt-automation",
  "description": "Automate Customgpt tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/customgpt-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/customgpt-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Customgpt tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with customgpt automation",
   "Can you use customgpt-automation for my project?",
   "Automate Customgpt tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "customgpt-automation",
   "automate",
   "customgpt",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "customjs-automation",
  "description": "Automate Customjs tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/customjs-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/customjs-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Customjs tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with customjs automation",
   "Can you use customjs-automation for my project?",
   "Automate Customjs tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "customjs-automation",
   "automate",
   "customjs",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "cutt-ly-automation",
  "description": "Automate Cutt Ly tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/cutt-ly-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/cutt-ly-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Cutt Ly tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with cutt ly automation",
   "Can you use cutt-ly-automation for my project?",
   "Automate Cutt Ly tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "cutt-ly-automation",
   "automate",
   "cutt",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "d2lbrightspace-automation",
  "description": "Automate D2lbrightspace tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/d2lbrightspace-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/d2lbrightspace-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate D2lbrightspace tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with d2lbrightspace automation",
   "Can you use d2lbrightspace-automation for my project?",
   "Automate D2lbrightspace tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "d2lbrightspace-automation",
   "automate",
   "d2lbrightspace",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "dadata-ru-automation",
  "description": "Automate Dadata Ru tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/dadata-ru-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/dadata-ru-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Dadata Ru tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with dadata ru automation",
   "Can you use dadata-ru-automation for my project?",
   "Automate Dadata Ru tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "dadata-ru-automation",
   "automate",
   "dadata",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "daffy-automation",
  "description": "Automate Daffy tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/daffy-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/daffy-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Daffy tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with daffy automation",
   "Can you use daffy-automation for my project?",
   "Automate Daffy tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "daffy-automation",
   "automate",
   "daffy",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "dailybot-automation",
  "description": "Automate Dailybot tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/dailybot-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/dailybot-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Dailybot tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with dailybot automation",
   "Can you use dailybot-automation for my project?",
   "Automate Dailybot tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "dailybot-automation",
   "automate",
   "dailybot",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "datagma-automation",
  "description": "Automate Datagma tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/datagma-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/datagma-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Datagma tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with datagma automation",
   "Can you use datagma-automation for my project?",
   "Automate Datagma tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "datagma-automation",
   "automate",
   "datagma",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "datarobot-automation",
  "description": "Automate Datarobot tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/datarobot-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/datarobot-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Datarobot tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with datarobot automation",
   "Can you use datarobot-automation for my project?",
   "Automate Datarobot tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "datarobot-automation",
   "automate",
   "datarobot",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "deadline-funnel-automation",
  "description": "Automate Deadline Funnel tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/deadline-funnel-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/deadline-funnel-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Deadline Funnel tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with deadline funnel automation",
   "Can you use deadline-funnel-automation for my project?",
   "Automate Deadline Funnel tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "deadline-funnel-automation",
   "automate",
   "deadline",
   "funnel",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "deel-automation",
  "description": "Automate Deel tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/deel-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/deel-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Deel tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with deel automation",
   "Can you use deel-automation for my project?",
   "Automate Deel tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "deel-automation",
   "automate",
   "deel",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "deepgram-automation",
  "description": "Automate Deepgram tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/deepgram-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/deepgram-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Deepgram tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with deepgram automation",
   "Can you use deepgram-automation for my project?",
   "Automate Deepgram tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "deepgram-automation",
   "automate",
   "deepgram",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "demio-automation",
  "description": "Automate Demio tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/demio-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/demio-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Demio tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with demio automation",
   "Can you use demio-automation for my project?",
   "Automate Demio tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "demio-automation",
   "automate",
   "demio",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "desktime-automation",
  "description": "Automate Desktime tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/desktime-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/desktime-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Desktime tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with desktime automation",
   "Can you use desktime-automation for my project?",
   "Automate Desktime tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "desktime-automation",
   "automate",
   "desktime",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "detrack-automation",
  "description": "Automate Detrack tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/detrack-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/detrack-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Detrack tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with detrack automation",
   "Can you use detrack-automation for my project?",
   "Automate Detrack tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "detrack-automation",
   "automate",
   "detrack",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "dialmycalls-automation",
  "description": "Automate Dialmycalls tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/dialmycalls-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/dialmycalls-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Dialmycalls tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with dialmycalls automation",
   "Can you use dialmycalls-automation for my project?",
   "Automate Dialmycalls tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "dialmycalls-automation",
   "automate",
   "dialmycalls",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "dialpad-automation",
  "description": "Automate Dialpad tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/dialpad-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/dialpad-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Dialpad tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with dialpad automation",
   "Can you use dialpad-automation for my project?",
   "Automate Dialpad tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "dialpad-automation",
   "automate",
   "dialpad",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "dictionary-api-automation",
  "description": "Automate Dictionary API tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/dictionary-api-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/dictionary-api-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Dictionary API tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with dictionary api automation",
   "Can you use dictionary-api-automation for my project?",
   "Automate Dictionary API tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "dictionary-api-automation",
   "automate",
   "dictionary",
   "api",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "diffbot-automation",
  "description": "Automate Diffbot tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/diffbot-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/diffbot-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Diffbot tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with diffbot automation",
   "Can you use diffbot-automation for my project?",
   "Automate Diffbot tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "diffbot-automation",
   "automate",
   "diffbot",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "digicert-automation",
  "description": "Automate Digicert tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/digicert-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/digicert-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Digicert tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with digicert automation",
   "Can you use digicert-automation for my project?",
   "Automate Digicert tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "digicert-automation",
   "automate",
   "digicert",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "digital-ocean-automation",
  "description": "Automate DigitalOcean tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/digital-ocean-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/digital-ocean-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate DigitalOcean tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with digital ocean automation",
   "Can you use digital-ocean-automation for my project?",
   "Automate DigitalOcean tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "digital-ocean-automation",
   "automate",
   "digitalocean",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "discordbot-automation",
  "description": "Automate Discordbot tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/discordbot-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/discordbot-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Discordbot tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with discordbot automation",
   "Can you use discordbot-automation for my project?",
   "Automate Discordbot tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "discordbot-automation",
   "automate",
   "discordbot",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "dnsfilter-automation",
  "description": "Automate Dnsfilter tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/dnsfilter-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/dnsfilter-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Dnsfilter tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with dnsfilter automation",
   "Can you use dnsfilter-automation for my project?",
   "Automate Dnsfilter tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "dnsfilter-automation",
   "automate",
   "dnsfilter",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "dock-certs-automation",
  "description": "Automate Dock Certs tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/dock-certs-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/dock-certs-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Dock Certs tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with dock certs automation",
   "Can you use dock-certs-automation for my project?",
   "Automate Dock Certs tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "dock-certs-automation",
   "automate",
   "dock",
   "certs",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "Docker Hub Automation",
  "description": "Automate Docker Hub operations -- manage organizations, repositories, teams, members, and webhooks via the Composio MCP integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/docker-hub-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/docker-hub-automation/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to automate Docker Hub operations -- manage organizations, repositories, teams, members.",
  "example_prompts": [
   "Can you help me automate Docker Hub operations -- manage organizations, repositories, teams, members?",
   "Walk me through Docker Hub Automation step by step",
   "What's the best way to approach Docker Hub Automation for my project?"
  ],
  "keywords": [
   "docker",
   "hub",
   "automation",
   "automate",
   "operations",
   "manage",
   "organizations",
   "repositories",
   "teams",
   "members"
  ]
 },
 {
  "name": "docker_hub-automation",
  "description": "Automate Docker Hub tasks via Rube MCP (Composio): repositories, images, tags, and container registry management. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/docker_hub-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/docker_hub-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Docker Hub tasks via Rube MCP (Composio): repositories, images, tags, and container registry management.",
  "example_prompts": [
   "Help me with docker hub automation",
   "Can you use docker_hub-automation for my project?",
   "Automate Docker Hub tasks via Rube MCP (Composio): repositories, images, tags, a — show me how"
  ],
  "keywords": [
   "docker",
   "hub-automation",
   "automate",
   "hub",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "repositories"
  ]
 },
 {
  "name": "docmosis-automation",
  "description": "Automate Docmosis tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/docmosis-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/docmosis-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Docmosis tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with docmosis automation",
   "Can you use docmosis-automation for my project?",
   "Automate Docmosis tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "docmosis-automation",
   "automate",
   "docmosis",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "docnify-automation",
  "description": "Automate Docnify tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/docnify-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/docnify-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Docnify tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with docnify automation",
   "Can you use docnify-automation for my project?",
   "Automate Docnify tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "docnify-automation",
   "automate",
   "docnify",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "docsbot-ai-automation",
  "description": "Automate Docsbot AI tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/docsbot-ai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/docsbot-ai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Docsbot AI tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with docsbot ai automation",
   "Can you use docsbot-ai-automation for my project?",
   "Automate Docsbot AI tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "docsbot-ai-automation",
   "automate",
   "docsbot",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "docsumo-automation",
  "description": "Automate Docsumo tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/docsumo-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/docsumo-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Docsumo tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with docsumo automation",
   "Can you use docsumo-automation for my project?",
   "Automate Docsumo tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "docsumo-automation",
   "automate",
   "docsumo",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "docugenerate-automation",
  "description": "Automate Docugenerate tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/docugenerate-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/docugenerate-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Docugenerate tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with docugenerate automation",
   "Can you use docugenerate-automation for my project?",
   "Automate Docugenerate tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "docugenerate-automation",
   "automate",
   "docugenerate",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "documenso-automation",
  "description": "Automate Documenso tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/documenso-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/documenso-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Documenso tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with documenso automation",
   "Can you use documenso-automation for my project?",
   "Automate Documenso tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "documenso-automation",
   "automate",
   "documenso",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "documint-automation",
  "description": "Automate Documint tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/documint-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/documint-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Documint tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with documint automation",
   "Can you use documint-automation for my project?",
   "Automate Documint tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "documint-automation",
   "automate",
   "documint",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "docupilot-automation",
  "description": "Automate Docupilot tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/docupilot-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/docupilot-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Docupilot tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with docupilot automation",
   "Can you use docupilot-automation for my project?",
   "Automate Docupilot tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "docupilot-automation",
   "automate",
   "docupilot",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "docupost-automation",
  "description": "Automate Docupost tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/docupost-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/docupost-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Docupost tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with docupost automation",
   "Can you use docupost-automation for my project?",
   "Automate Docupost tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "docupost-automation",
   "automate",
   "docupost",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "docuseal-automation",
  "description": "Automate Docuseal tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/docuseal-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/docuseal-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Docuseal tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with docuseal automation",
   "Can you use docuseal-automation for my project?",
   "Automate Docuseal tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "docuseal-automation",
   "automate",
   "docuseal",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "doppler-marketing-automation-automation",
  "description": "Automate Doppler Marketing Automation tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/doppler-marketing-automation-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/doppler-marketing-automation-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Doppler Marketing Automation tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with doppler marketing automation automation",
   "Can you use doppler-marketing-automation-automation for my project?",
   "Automate Doppler Marketing Automation tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "doppler-marketing-automation-automation",
   "automate",
   "doppler",
   "marketing",
   "automation",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio"
  ]
 },
 {
  "name": "doppler-secretops-automation",
  "description": "Automate Doppler Secretops tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/doppler-secretops-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/doppler-secretops-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Doppler Secretops tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with doppler secretops automation",
   "Can you use doppler-secretops-automation for my project?",
   "Automate Doppler Secretops tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "doppler-secretops-automation",
   "automate",
   "doppler",
   "secretops",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "dotsimple-automation",
  "description": "Automate Dotsimple tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/dotsimple-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/dotsimple-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Dotsimple tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with dotsimple automation",
   "Can you use dotsimple-automation for my project?",
   "Automate Dotsimple tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "dotsimple-automation",
   "automate",
   "dotsimple",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "dovetail-automation",
  "description": "Automate Dovetail tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/dovetail-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/dovetail-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Dovetail tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with dovetail automation",
   "Can you use dovetail-automation for my project?",
   "Automate Dovetail tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "dovetail-automation",
   "automate",
   "dovetail",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "dpd2-automation",
  "description": "Automate Dpd2 tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/dpd2-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/dpd2-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Dpd2 tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with dpd2 automation",
   "Can you use dpd2-automation for my project?",
   "Automate Dpd2 tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "dpd2-automation",
   "automate",
   "dpd2",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "draftable-automation",
  "description": "Automate Draftable tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/draftable-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/draftable-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Draftable tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with draftable automation",
   "Can you use draftable-automation for my project?",
   "Automate Draftable tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "draftable-automation",
   "automate",
   "draftable",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "dreamstudio-automation",
  "description": "Automate Dreamstudio tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/dreamstudio-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/dreamstudio-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Dreamstudio tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with dreamstudio automation",
   "Can you use dreamstudio-automation for my project?",
   "Automate Dreamstudio tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "dreamstudio-automation",
   "automate",
   "dreamstudio",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "drip-jobs-automation",
  "description": "Automate Drip Jobs tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/drip-jobs-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/drip-jobs-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Drip Jobs tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with drip jobs automation",
   "Can you use drip-jobs-automation for my project?",
   "Automate Drip Jobs tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "drip-jobs-automation",
   "automate",
   "drip",
   "jobs",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "dripcel-automation",
  "description": "Automate Dripcel tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/dripcel-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/dripcel-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Dripcel tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with dripcel automation",
   "Can you use dripcel-automation for my project?",
   "Automate Dripcel tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "dripcel-automation",
   "automate",
   "dripcel",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "dromo-automation",
  "description": "Automate Dromo tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/dromo-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/dromo-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Dromo tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with dromo automation",
   "Can you use dromo-automation for my project?",
   "Automate Dromo tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "dromo-automation",
   "automate",
   "dromo",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "dropbox-sign-automation",
  "description": "Automate Dropbox Sign tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/dropbox-sign-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/dropbox-sign-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Dropbox Sign tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with dropbox sign automation",
   "Can you use dropbox-sign-automation for my project?",
   "Automate Dropbox Sign tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "dropbox-sign-automation",
   "automate",
   "dropbox",
   "sign",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "dropcontact-automation",
  "description": "Automate Dropcontact tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/dropcontact-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/dropcontact-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Dropcontact tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with dropcontact automation",
   "Can you use dropcontact-automation for my project?",
   "Automate Dropcontact tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "dropcontact-automation",
   "automate",
   "dropcontact",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "dungeon-fighter-online-automation",
  "description": "Automate Dungeon Fighter Online tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/dungeon-fighter-online-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/dungeon-fighter-online-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Dungeon Fighter Online tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with dungeon fighter online automation",
   "Can you use dungeon-fighter-online-automation for my project?",
   "Automate Dungeon Fighter Online tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "dungeon-fighter-online-automation",
   "automate",
   "dungeon",
   "fighter",
   "online",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio"
  ]
 },
 {
  "name": "Dynamics 365 Automation",
  "description": "Dynamics 365 Automation: manage CRM contacts, accounts, leads, opportunities, sales orders, invoices, and cases via the Dynamics CRM Web API",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/dynamics365-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/dynamics365-automation/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to dynamic 365 Automation: manage CRM contacts, accounts, leads, opportunities, sales orders, invoices.",
  "example_prompts": [
   "Can you help me dynamic 365 Automation: manage CRM contacts, accounts, leads, opportunities, sales orders?",
   "Walk me through Dynamics 365 Automation step by step",
   "What's the best way to approach Dynamics 365 Automation for my project?"
  ],
  "keywords": [
   "dynamics",
   "automation",
   "manage",
   "crm",
   "contacts",
   "accounts",
   "leads",
   "opportunities",
   "sales",
   "orders"
  ]
 },
 {
  "name": "echtpost-automation",
  "description": "Automate Echtpost tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/echtpost-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/echtpost-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Echtpost tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with echtpost automation",
   "Can you use echtpost-automation for my project?",
   "Automate Echtpost tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "echtpost-automation",
   "automate",
   "echtpost",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "ElevenLabs Automation",
  "description": "Automate ElevenLabs text-to-speech workflows -- generate speech from text, browse and inspect voices, check subscription limits, list models, stream audio, and retrieve history via the Composio MCP integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/elevenlabs-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/elevenlabs-automation/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you want to automate ElevenLabs text-to-speech workflows -- generate speech from text, browse and inspect voices.",
  "example_prompts": [
   "Can you help me automate ElevenLabs text-to-speech workflows -- generate speech from text, browse?",
   "Walk me through ElevenLabs Automation step by step",
   "What's the best way to approach ElevenLabs Automation for my project?"
  ],
  "keywords": [
   "elevenlabs",
   "automation",
   "automate",
   "text-to-speech",
   "workflows",
   "generate",
   "speech",
   "text",
   "browse",
   "inspect"
  ]
 },
 {
  "name": "elorus-automation",
  "description": "Automate Elorus tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/elorus-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/elorus-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Elorus tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with elorus automation",
   "Can you use elorus-automation for my project?",
   "Automate Elorus tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "elorus-automation",
   "automate",
   "elorus",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "emailable-automation",
  "description": "Automate Emailable tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/emailable-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/emailable-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Emailable tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with emailable automation",
   "Can you use emailable-automation for my project?",
   "Automate Emailable tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "emailable-automation",
   "automate",
   "emailable",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "emaillistverify-automation",
  "description": "Automate Emaillistverify tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/emaillistverify-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/emaillistverify-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Emaillistverify tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with emaillistverify automation",
   "Can you use emaillistverify-automation for my project?",
   "Automate Emaillistverify tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "emaillistverify-automation",
   "automate",
   "emaillistverify",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "emailoctopus-automation",
  "description": "Automate Emailoctopus tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/emailoctopus-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/emailoctopus-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Emailoctopus tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with emailoctopus automation",
   "Can you use emailoctopus-automation for my project?",
   "Automate Emailoctopus tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "emailoctopus-automation",
   "automate",
   "emailoctopus",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "emelia-automation",
  "description": "Automate Emelia tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/emelia-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/emelia-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Emelia tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with emelia automation",
   "Can you use emelia-automation for my project?",
   "Automate Emelia tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "emelia-automation",
   "automate",
   "emelia",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "encodian-automation",
  "description": "Automate Encodian tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/encodian-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/encodian-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Encodian tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with encodian automation",
   "Can you use encodian-automation for my project?",
   "Automate Encodian tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "encodian-automation",
   "automate",
   "encodian",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "endorsal-automation",
  "description": "Automate Endorsal tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/endorsal-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/endorsal-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Endorsal tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with endorsal automation",
   "Can you use endorsal-automation for my project?",
   "Automate Endorsal tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "endorsal-automation",
   "automate",
   "endorsal",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "enginemailer-automation",
  "description": "Automate Enginemailer tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/enginemailer-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/enginemailer-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Enginemailer tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with enginemailer automation",
   "Can you use enginemailer-automation for my project?",
   "Automate Enginemailer tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "enginemailer-automation",
   "automate",
   "enginemailer",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "enigma-automation",
  "description": "Automate Enigma tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/enigma-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/enigma-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Enigma tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with enigma automation",
   "Can you use enigma-automation for my project?",
   "Automate Enigma tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "enigma-automation",
   "automate",
   "enigma",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "entelligence-automation",
  "description": "Automate Entelligence tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/entelligence-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/entelligence-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Entelligence tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with entelligence automation",
   "Can you use entelligence-automation for my project?",
   "Automate Entelligence tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "entelligence-automation",
   "automate",
   "entelligence",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "eodhd-apis-automation",
  "description": "Automate Eodhd Apis tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/eodhd-apis-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/eodhd-apis-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Eodhd Apis tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with eodhd apis automation",
   "Can you use eodhd-apis-automation for my project?",
   "Automate Eodhd Apis tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "eodhd-apis-automation",
   "automate",
   "eodhd",
   "apis",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "epic-games-automation",
  "description": "Automate Epic Games tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/epic-games-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/epic-games-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Epic Games tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with epic games automation",
   "Can you use epic-games-automation for my project?",
   "Automate Epic Games tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "epic-games-automation",
   "automate",
   "epic",
   "games",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "esignatures-io-automation",
  "description": "Automate Esignatures IO tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/esignatures-io-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/esignatures-io-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Esignatures IO tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with esignatures io automation",
   "Can you use esignatures-io-automation for my project?",
   "Automate Esignatures IO tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "esignatures-io-automation",
   "automate",
   "esignatures",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "espocrm-automation",
  "description": "Automate Espocrm tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/espocrm-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/espocrm-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Espocrm tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with espocrm automation",
   "Can you use espocrm-automation for my project?",
   "Automate Espocrm tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "espocrm-automation",
   "automate",
   "espocrm",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "esputnik-automation",
  "description": "Automate Esputnik tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/esputnik-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/esputnik-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Esputnik tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with esputnik automation",
   "Can you use esputnik-automation for my project?",
   "Automate Esputnik tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "esputnik-automation",
   "automate",
   "esputnik",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "etermin-automation",
  "description": "Automate Etermin tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/etermin-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/etermin-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Etermin tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with etermin automation",
   "Can you use etermin-automation for my project?",
   "Automate Etermin tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "etermin-automation",
   "automate",
   "etermin",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "evenium-automation",
  "description": "Automate Evenium tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/evenium-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/evenium-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Evenium tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with evenium automation",
   "Can you use evenium-automation for my project?",
   "Automate Evenium tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "evenium-automation",
   "automate",
   "evenium",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Eventbrite Automation",
  "description": "Automate Eventbrite event management, attendee tracking, organization discovery, and category browsing through natural language commands",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/eventbrite-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/eventbrite-automation/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to automate Eventbrite event management, attendee tracking, organization discovery.",
  "example_prompts": [
   "Can you help me automate Eventbrite event management, attendee tracking, organization discovery?",
   "Walk me through Eventbrite Automation step by step",
   "What's the best way to approach Eventbrite Automation for my project?"
  ],
  "keywords": [
   "eventbrite",
   "automation",
   "automate",
   "event",
   "management",
   "attendee",
   "tracking",
   "organization",
   "discovery",
   "category"
  ]
 },
 {
  "name": "eventee-automation",
  "description": "Automate Eventee tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/eventee-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/eventee-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Eventee tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with eventee automation",
   "Can you use eventee-automation for my project?",
   "Automate Eventee tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "eventee-automation",
   "automate",
   "eventee",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "eventzilla-automation",
  "description": "Automate Eventzilla tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/eventzilla-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/eventzilla-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Eventzilla tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with eventzilla automation",
   "Can you use eventzilla-automation for my project?",
   "Automate Eventzilla tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "eventzilla-automation",
   "automate",
   "eventzilla",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "everhour-automation",
  "description": "Automate Everhour tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/everhour-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/everhour-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Everhour tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with everhour automation",
   "Can you use everhour-automation for my project?",
   "Automate Everhour tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "everhour-automation",
   "automate",
   "everhour",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "eversign-automation",
  "description": "Automate Eversign tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/eversign-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/eversign-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Eversign tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with eversign automation",
   "Can you use eversign-automation for my project?",
   "Automate Eversign tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "eversign-automation",
   "automate",
   "eversign",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "exa-automation",
  "description": "Automate Exa tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/exa-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/exa-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Exa tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with exa automation",
   "Can you use exa-automation for my project?",
   "Automate Exa tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "exa-automation",
   "automate",
   "exa",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Excel Automation",
  "description": "Excel Automation: create workbooks, manage worksheets, read/write cell data, and format spreadsheets via Microsoft Excel and Google Sheets integration",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/excel-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/excel-automation/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it for excel Automation: create workbooks, manage worksheets, read/write cell data.",
  "example_prompts": [
   "Can you help me excel Automation: create workbooks, manage worksheets, read/write cell data?",
   "Walk me through Excel Automation step by step",
   "What's the best way to approach Excel Automation for my project?"
  ],
  "keywords": [
   "excel",
   "automation",
   "create",
   "workbooks",
   "manage",
   "worksheets",
   "read",
   "write",
   "cell",
   "data"
  ]
 },
 {
  "name": "exist-automation",
  "description": "Automate Exist tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/exist-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/exist-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Exist tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with exist automation",
   "Can you use exist-automation for my project?",
   "Automate Exist tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "exist-automation",
   "automate",
   "exist",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "expofp-automation",
  "description": "Automate Expofp tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/expofp-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/expofp-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Expofp tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with expofp automation",
   "Can you use expofp-automation for my project?",
   "Automate Expofp tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "expofp-automation",
   "automate",
   "expofp",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "extracta-ai-automation",
  "description": "Automate Extracta AI tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/extracta-ai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/extracta-ai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Extracta AI tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with extracta ai automation",
   "Can you use extracta-ai-automation for my project?",
   "Automate Extracta AI tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "extracta-ai-automation",
   "automate",
   "extracta",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Facebook Automation",
  "description": "Automate Facebook Page management including post creation, scheduling, video uploads, Messenger conversations, and audience engagement via Composio",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/facebook-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/facebook-automation/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to automate Facebook Page management including post creation, scheduling, video uploads, Messenger conversations.",
  "example_prompts": [
   "Can you help me automate Facebook Page management including post creation, scheduling, video uploads, Messenger?",
   "Walk me through Facebook Automation step by step",
   "What's the best way to approach Facebook Automation for my project?"
  ],
  "keywords": [
   "facebook",
   "automation",
   "automate",
   "page",
   "management",
   "including",
   "post",
   "creation",
   "scheduling",
   "video"
  ]
 },
 {
  "name": "faceup-automation",
  "description": "Automate Faceup tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/faceup-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/faceup-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Faceup tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with faceup automation",
   "Can you use faceup-automation for my project?",
   "Automate Faceup tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "faceup-automation",
   "automate",
   "faceup",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "factorial-automation",
  "description": "Automate Factorial tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/factorial-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/factorial-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Factorial tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with factorial automation",
   "Can you use factorial-automation for my project?",
   "Automate Factorial tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "factorial-automation",
   "automate",
   "factorial",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "feathery-automation",
  "description": "Automate Feathery tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/feathery-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/feathery-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Feathery tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with feathery automation",
   "Can you use feathery-automation for my project?",
   "Automate Feathery tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "feathery-automation",
   "automate",
   "feathery",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "felt-automation",
  "description": "Automate Felt tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/felt-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/felt-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Felt tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with felt automation",
   "Can you use felt-automation for my project?",
   "Automate Felt tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "felt-automation",
   "automate",
   "felt",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "fibery-automation",
  "description": "Automate Fibery tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/fibery-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/fibery-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Fibery tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with fibery automation",
   "Can you use fibery-automation for my project?",
   "Automate Fibery tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "fibery-automation",
   "automate",
   "fibery",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "fidel-api-automation",
  "description": "Automate Fidel API tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/fidel-api-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/fidel-api-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Fidel API tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with fidel api automation",
   "Can you use fidel-api-automation for my project?",
   "Automate Fidel API tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "fidel-api-automation",
   "automate",
   "fidel",
   "api",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "files-com-automation",
  "description": "Automate Files Com tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/files-com-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/files-com-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Files Com tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with files com automation",
   "Can you use files-com-automation for my project?",
   "Automate Files Com tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "files-com-automation",
   "automate",
   "files",
   "com",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "fillout-forms-automation",
  "description": "Automate Fillout tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/fillout-forms-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/fillout-forms-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Fillout tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with fillout forms automation",
   "Can you use fillout-forms-automation for my project?",
   "Automate Fillout tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "fillout-forms-automation",
   "automate",
   "fillout",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "fillout_forms-automation",
  "description": "Automate Fillout tasks via Rube MCP (Composio): forms, submissions, workflows, and form builder. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/fillout_forms-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/fillout_forms-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Fillout tasks via Rube MCP (Composio): forms, submissions, workflows, and form builder.",
  "example_prompts": [
   "Help me with fillout forms automation",
   "Can you use fillout_forms-automation for my project?",
   "Automate Fillout tasks via Rube MCP (Composio): forms, submissions, workflows, a — show me how"
  ],
  "keywords": [
   "fillout",
   "forms-automation",
   "automate",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "forms",
   "submissions"
  ]
 },
 {
  "name": "finage-automation",
  "description": "Automate Finage tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/finage-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/finage-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Finage tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with finage automation",
   "Can you use finage-automation for my project?",
   "Automate Finage tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "finage-automation",
   "automate",
   "finage",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "findymail-automation",
  "description": "Automate Findymail tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/findymail-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/findymail-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Findymail tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with findymail automation",
   "Can you use findymail-automation for my project?",
   "Automate Findymail tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "findymail-automation",
   "automate",
   "findymail",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "finerworks-automation",
  "description": "Automate Finerworks tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/finerworks-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/finerworks-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Finerworks tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with finerworks automation",
   "Can you use finerworks-automation for my project?",
   "Automate Finerworks tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "finerworks-automation",
   "automate",
   "finerworks",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "fingertip-automation",
  "description": "Automate Fingertip tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/fingertip-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/fingertip-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Fingertip tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with fingertip automation",
   "Can you use fingertip-automation for my project?",
   "Automate Fingertip tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "fingertip-automation",
   "automate",
   "fingertip",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "finmei-automation",
  "description": "Automate Finmei tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/finmei-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/finmei-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Finmei tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with finmei automation",
   "Can you use finmei-automation for my project?",
   "Automate Finmei tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "finmei-automation",
   "automate",
   "finmei",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "fireberry-automation",
  "description": "Automate Fireberry tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/fireberry-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/fireberry-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Fireberry tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with fireberry automation",
   "Can you use fireberry-automation for my project?",
   "Automate Fireberry tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "fireberry-automation",
   "automate",
   "fireberry",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Firecrawl Automation",
  "description": "Automate web crawling and data extraction with Firecrawl -- scrape pages, crawl sites, extract structured data, batch scrape URLs, and map website structures through the Composio Firecrawl integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/firecrawl-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/firecrawl-automation/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to automate web crawling and data extraction with Firecrawl -- scrape pages, crawl sites, extract structured data.",
  "example_prompts": [
   "Can you help me automate web crawling and data extraction with Firecrawl -- scrape pages?",
   "Walk me through Firecrawl Automation step by step",
   "What's the best way to approach Firecrawl Automation for my project?"
  ],
  "keywords": [
   "firecrawl",
   "automation",
   "automate",
   "web",
   "crawling",
   "data",
   "extraction",
   "scrape",
   "pages",
   "crawl"
  ]
 },
 {
  "name": "fireflies-automation",
  "description": "Automate Fireflies tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/fireflies-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/fireflies-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Fireflies tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with fireflies automation",
   "Can you use fireflies-automation for my project?",
   "Automate Fireflies tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "fireflies-automation",
   "automate",
   "fireflies",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "firmao-automation",
  "description": "Automate Firmao tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/firmao-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/firmao-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Firmao tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with firmao automation",
   "Can you use firmao-automation for my project?",
   "Automate Firmao tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "firmao-automation",
   "automate",
   "firmao",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "fitbit-automation",
  "description": "Automate Fitbit tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/fitbit-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/fitbit-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Fitbit tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with fitbit automation",
   "Can you use fitbit-automation for my project?",
   "Automate Fitbit tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "fitbit-automation",
   "automate",
   "fitbit",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "fixer-automation",
  "description": "Automate Fixer tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/fixer-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/fixer-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Fixer tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with fixer automation",
   "Can you use fixer-automation for my project?",
   "Automate Fixer tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "fixer-automation",
   "automate",
   "fixer",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "fixer-io-automation",
  "description": "Automate Fixer IO tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/fixer-io-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/fixer-io-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Fixer IO tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with fixer io automation",
   "Can you use fixer-io-automation for my project?",
   "Automate Fixer IO tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "fixer-io-automation",
   "automate",
   "fixer",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "flexisign-automation",
  "description": "Automate Flexisign tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/flexisign-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/flexisign-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Flexisign tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with flexisign automation",
   "Can you use flexisign-automation for my project?",
   "Automate Flexisign tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "flexisign-automation",
   "automate",
   "flexisign",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "flowiseai-automation",
  "description": "Automate Flowiseai tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/flowiseai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/flowiseai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Flowiseai tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with flowiseai automation",
   "Can you use flowiseai-automation for my project?",
   "Automate Flowiseai tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "flowiseai-automation",
   "automate",
   "flowiseai",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "flutterwave-automation",
  "description": "Automate Flutterwave tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/flutterwave-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/flutterwave-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Flutterwave tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with flutterwave automation",
   "Can you use flutterwave-automation for my project?",
   "Automate Flutterwave tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "flutterwave-automation",
   "automate",
   "flutterwave",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "fluxguard-automation",
  "description": "Automate Fluxguard tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/fluxguard-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/fluxguard-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Fluxguard tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with fluxguard automation",
   "Can you use fluxguard-automation for my project?",
   "Automate Fluxguard tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "fluxguard-automation",
   "automate",
   "fluxguard",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "folk-automation",
  "description": "Automate Folk tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/folk-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/folk-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Folk tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with folk automation",
   "Can you use folk-automation for my project?",
   "Automate Folk tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "folk-automation",
   "automate",
   "folk",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "fomo-automation",
  "description": "Automate Fomo tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/fomo-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/fomo-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Fomo tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with fomo automation",
   "Can you use fomo-automation for my project?",
   "Automate Fomo tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "fomo-automation",
   "automate",
   "fomo",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "forcemanager-automation",
  "description": "Automate Forcemanager tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/forcemanager-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/forcemanager-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Forcemanager tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with forcemanager automation",
   "Can you use forcemanager-automation for my project?",
   "Automate Forcemanager tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "forcemanager-automation",
   "automate",
   "forcemanager",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "formbricks-automation",
  "description": "Automate Formbricks tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/formbricks-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/formbricks-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Formbricks tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with formbricks automation",
   "Can you use formbricks-automation for my project?",
   "Automate Formbricks tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "formbricks-automation",
   "automate",
   "formbricks",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "formcarry-automation",
  "description": "Automate Formcarry tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/formcarry-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/formcarry-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Formcarry tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with formcarry automation",
   "Can you use formcarry-automation for my project?",
   "Automate Formcarry tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "formcarry-automation",
   "automate",
   "formcarry",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "formdesk-automation",
  "description": "Automate Formdesk tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/formdesk-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/formdesk-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Formdesk tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with formdesk automation",
   "Can you use formdesk-automation for my project?",
   "Automate Formdesk tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "formdesk-automation",
   "automate",
   "formdesk",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "formsite-automation",
  "description": "Automate Formsite tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/formsite-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/formsite-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Formsite tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with formsite automation",
   "Can you use formsite-automation for my project?",
   "Automate Formsite tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "formsite-automation",
   "automate",
   "formsite",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "foursquare-automation",
  "description": "Automate Foursquare tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/foursquare-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/foursquare-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Foursquare tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with foursquare automation",
   "Can you use foursquare-automation for my project?",
   "Automate Foursquare tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "foursquare-automation",
   "automate",
   "foursquare",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "fraudlabs-pro-automation",
  "description": "Automate Fraudlabs Pro tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/fraudlabs-pro-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/fraudlabs-pro-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Fraudlabs Pro tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with fraudlabs pro automation",
   "Can you use fraudlabs-pro-automation for my project?",
   "Automate Fraudlabs Pro tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "fraudlabs-pro-automation",
   "automate",
   "fraudlabs",
   "pro",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "FreshBooks Automation",
  "description": "FreshBooks Automation: manage businesses, projects, time tracking, and billing in FreshBooks cloud accounting",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/freshbooks-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/freshbooks-automation/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it for freshBooks Automation: manage businesses, projects, time tracking, and billing in FreshBooks cloud accounting.",
  "example_prompts": [
   "I need help with freshBooks Automation: manage businesses, projects, time tracking, and billing in FreshBooks",
   "Walk me through FreshBooks Automation step by step",
   "What's the best way to approach FreshBooks Automation for my project?"
  ],
  "keywords": [
   "freshbooks",
   "automation",
   "manage",
   "businesses",
   "projects",
   "time",
   "tracking",
   "billing",
   "cloud",
   "accounting"
  ]
 },
 {
  "name": "front-automation",
  "description": "Automate Front tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/front-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/front-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Front tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with front automation",
   "Can you use front-automation for my project?",
   "Automate Front tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "front-automation",
   "automate",
   "front",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "fullenrich-automation",
  "description": "Automate Fullenrich tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/fullenrich-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/fullenrich-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Fullenrich tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with fullenrich automation",
   "Can you use fullenrich-automation for my project?",
   "Automate Fullenrich tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "fullenrich-automation",
   "automate",
   "fullenrich",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "gagelist-automation",
  "description": "Automate Gagelist tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/gagelist-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/gagelist-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Gagelist tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with gagelist automation",
   "Can you use gagelist-automation for my project?",
   "Automate Gagelist tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "gagelist-automation",
   "automate",
   "gagelist",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "gamma-automation",
  "description": "Automate Gamma tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/gamma-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/gamma-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Gamma tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with gamma automation",
   "Can you use gamma-automation for my project?",
   "Automate Gamma tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "gamma-automation",
   "automate",
   "gamma",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "gan-ai-automation",
  "description": "Automate Gan AI tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/gan-ai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/gan-ai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Gan AI tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with gan ai automation",
   "Can you use gan-ai-automation for my project?",
   "Automate Gan AI tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "gan-ai-automation",
   "automate",
   "gan",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "gatherup-automation",
  "description": "Automate Gatherup tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/gatherup-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/gatherup-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Gatherup tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with gatherup automation",
   "Can you use gatherup-automation for my project?",
   "Automate Gatherup tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "gatherup-automation",
   "automate",
   "gatherup",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "gemini-automation",
  "description": "Automate Gemini tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/gemini-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/gemini-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Gemini tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with gemini automation",
   "Can you use gemini-automation for my project?",
   "Automate Gemini tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "gemini-automation",
   "automate",
   "gemini",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "gender-api-automation",
  "description": "Automate Gender API tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/gender-api-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/gender-api-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Gender API tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with gender api automation",
   "Can you use gender-api-automation for my project?",
   "Automate Gender API tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "gender-api-automation",
   "automate",
   "gender",
   "api",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "genderapi-io-automation",
  "description": "Automate Genderapi IO tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/genderapi-io-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/genderapi-io-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Genderapi IO tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with genderapi io automation",
   "Can you use genderapi-io-automation for my project?",
   "Automate Genderapi IO tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "genderapi-io-automation",
   "automate",
   "genderapi",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "genderize-automation",
  "description": "Automate Genderize tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/genderize-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/genderize-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Genderize tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with genderize automation",
   "Can you use genderize-automation for my project?",
   "Automate Genderize tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "genderize-automation",
   "automate",
   "genderize",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "geoapify-automation",
  "description": "Automate Geoapify tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/geoapify-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/geoapify-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Geoapify tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with geoapify automation",
   "Can you use geoapify-automation for my project?",
   "Automate Geoapify tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "geoapify-automation",
   "automate",
   "geoapify",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "geocodio-automation",
  "description": "Automate Geocodio tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/geocodio-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/geocodio-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Geocodio tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with geocodio automation",
   "Can you use geocodio-automation for my project?",
   "Automate Geocodio tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "geocodio-automation",
   "automate",
   "geocodio",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "geokeo-automation",
  "description": "Automate Geokeo tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/geokeo-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/geokeo-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Geokeo tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with geokeo automation",
   "Can you use geokeo-automation for my project?",
   "Automate Geokeo tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "geokeo-automation",
   "automate",
   "geokeo",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "getform-automation",
  "description": "Automate Getform tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/getform-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/getform-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Getform tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with getform automation",
   "Can you use getform-automation for my project?",
   "Automate Getform tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "getform-automation",
   "automate",
   "getform",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "gift-up-automation",
  "description": "Automate Gift Up tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/gift-up-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/gift-up-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Gift Up tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with gift up automation",
   "Can you use gift-up-automation for my project?",
   "Automate Gift Up tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "gift-up-automation",
   "automate",
   "gift",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "gigasheet-automation",
  "description": "Automate Gigasheet tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/gigasheet-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/gigasheet-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Gigasheet tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with gigasheet automation",
   "Can you use gigasheet-automation for my project?",
   "Automate Gigasheet tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "gigasheet-automation",
   "automate",
   "gigasheet",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "giphy-automation",
  "description": "Automate Giphy tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/giphy-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/giphy-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Giphy tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with giphy automation",
   "Can you use giphy-automation for my project?",
   "Automate Giphy tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "giphy-automation",
   "automate",
   "giphy",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "gist-automation",
  "description": "Automate Gist tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/gist-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/gist-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Gist tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with gist automation",
   "Can you use gist-automation for my project?",
   "Automate Gist tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "gist-automation",
   "automate",
   "gist",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "givebutter-automation",
  "description": "Automate Givebutter tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/givebutter-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/givebutter-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Givebutter tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with givebutter automation",
   "Can you use givebutter-automation for my project?",
   "Automate Givebutter tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "givebutter-automation",
   "automate",
   "givebutter",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "gladia-automation",
  "description": "Automate Gladia tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/gladia-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/gladia-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Gladia tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with gladia automation",
   "Can you use gladia-automation for my project?",
   "Automate Gladia tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "gladia-automation",
   "automate",
   "gladia",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "gleap-automation",
  "description": "Automate Gleap tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/gleap-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/gleap-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Gleap tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with gleap automation",
   "Can you use gleap-automation for my project?",
   "Automate Gleap tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "gleap-automation",
   "automate",
   "gleap",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "globalping-automation",
  "description": "Automate Globalping tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/globalping-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/globalping-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Globalping tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with globalping automation",
   "Can you use globalping-automation for my project?",
   "Automate Globalping tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "globalping-automation",
   "automate",
   "globalping",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "go-to-webinar-automation",
  "description": "Automate GoToWebinar tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/go-to-webinar-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/go-to-webinar-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate GoToWebinar tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with go to webinar automation",
   "Can you use go-to-webinar-automation for my project?",
   "Automate GoToWebinar tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "go-to-webinar-automation",
   "automate",
   "gotowebinar",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "godial-automation",
  "description": "Automate Godial tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/godial-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/godial-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Godial tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with godial automation",
   "Can you use godial-automation for my project?",
   "Automate Godial tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "godial-automation",
   "automate",
   "godial",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Gong Automation",
  "description": "Automate Gong conversation intelligence -- retrieve call recordings, transcripts, detailed analytics, speaker stats, and workspace data -- using natural language through the Composio MCP integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/gong-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/gong-automation/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to automate Gong conversation intelligence -- retrieve call recordings, transcripts, detailed analytics, speaker stats.",
  "example_prompts": [
   "Can you help me automate Gong conversation intelligence -- retrieve call recordings, transcripts, detailed analytics?",
   "Walk me through Gong Automation step by step",
   "What's the best way to approach Gong Automation for my project?"
  ],
  "keywords": [
   "gong",
   "automation",
   "automate",
   "conversation",
   "intelligence",
   "retrieve",
   "call",
   "recordings",
   "transcripts",
   "detailed"
  ]
 },
 {
  "name": "goodbits-automation",
  "description": "Automate Goodbits tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/goodbits-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/goodbits-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Goodbits tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with goodbits automation",
   "Can you use goodbits-automation for my project?",
   "Automate Goodbits tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "goodbits-automation",
   "automate",
   "goodbits",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "goody-automation",
  "description": "Automate Goody tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/goody-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/goody-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Goody tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with goody automation",
   "Can you use goody-automation for my project?",
   "Automate Goody tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "goody-automation",
   "automate",
   "goody",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "google-address-validation-automation",
  "description": "Automate Google Address Validation tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/google-address-validation-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/google-address-validation-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Google Address Validation tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with google address validation automation",
   "Can you use google-address-validation-automation for my project?",
   "Automate Google Address Validation tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "google-address-validation-automation",
   "automate",
   "google",
   "address",
   "validation",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio"
  ]
 },
 {
  "name": "google-admin-automation",
  "description": "Automate Google Workspace Admin tasks via Rube MCP (Composio): manage users, groups, memberships, suspend accounts, create users, add aliases. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/google-admin-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/google-admin-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Google Workspace Admin tasks via Rube MCP (Composio): manage users, groups, memberships, suspend accounts, create users, add aliases.",
  "example_prompts": [
   "Help me with google admin automation",
   "Can you use google-admin-automation for my project?",
   "Automate Google Workspace Admin tasks via Rube MCP (Composio): manage users, gro — show me how"
  ],
  "keywords": [
   "google-admin-automation",
   "automate",
   "google",
   "workspace",
   "admin",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio"
  ]
 },
 {
  "name": "google-classroom-automation",
  "description": "Automate Google Classroom tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/google-classroom-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/google-classroom-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Google Classroom tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with google classroom automation",
   "Can you use google-classroom-automation for my project?",
   "Automate Google Classroom tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "google-classroom-automation",
   "automate",
   "google",
   "classroom",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "google-cloud-vision-automation",
  "description": "Automate Google Cloud Vision tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/google-cloud-vision-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/google-cloud-vision-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Google Cloud Vision tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with google cloud vision automation",
   "Can you use google-cloud-vision-automation for my project?",
   "Automate Google Cloud Vision tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "google-cloud-vision-automation",
   "automate",
   "google",
   "cloud",
   "vision",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio"
  ]
 },
 {
  "name": "google-maps-automation",
  "description": "Automate Google Maps tasks via Rube MCP (Composio): geocode addresses, search places, get directions, compute route matrices, reverse geocode, autocomplete, get place details. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/google-maps-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/google-maps-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Google Maps tasks via Rube MCP (Composio): geocode addresses, search places, get directions, compute route matrices, reverse geocode, autocomplete, get place details.",
  "example_prompts": [
   "Help me with google maps automation",
   "Can you use google-maps-automation for my project?",
   "Automate Google Maps tasks via Rube MCP (Composio): geocode addresses, search pl — show me how"
  ],
  "keywords": [
   "google-maps-automation",
   "automate",
   "google",
   "maps",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "geocode"
  ]
 },
 {
  "name": "google-search-console-automation",
  "description": "Automate Google Search Console tasks via Rube MCP (Composio): query search analytics, list sites, inspect URLs, submit sitemaps, monitor search performance. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/google-search-console-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/google-search-console-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Google Search Console tasks via Rube MCP (Composio): query search analytics, list sites, inspect URLs, submit sitemaps, monitor search performance.",
  "example_prompts": [
   "Help me with google search console automation",
   "Can you use google-search-console-automation for my project?",
   "Automate Google Search Console tasks via Rube MCP (Composio): query search analy — show me how"
  ],
  "keywords": [
   "google-search-console-automation",
   "automate",
   "google",
   "search",
   "console",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio"
  ]
 },
 {
  "name": "google_admin-automation",
  "description": "Automate Google Admin tasks via Rube MCP (Composio): user management, org units, groups, and domain administration. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/google_admin-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/google_admin-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Google Admin tasks via Rube MCP (Composio): user management, org units, groups, and domain administration.",
  "example_prompts": [
   "Help me with google admin automation",
   "Can you use google_admin-automation for my project?",
   "Automate Google Admin tasks via Rube MCP (Composio): user management, org units, — show me how"
  ],
  "keywords": [
   "google",
   "admin-automation",
   "automate",
   "admin",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "management"
  ]
 },
 {
  "name": "google_classroom-automation",
  "description": "Automate Google Classroom tasks via Rube MCP (Composio): course management, assignments, student rosters, and announcements. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/google_classroom-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/google_classroom-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Google Classroom tasks via Rube MCP (Composio): course management, assignments, student rosters, and announcements.",
  "example_prompts": [
   "Help me with google classroom automation",
   "Can you use google_classroom-automation for my project?",
   "Automate Google Classroom tasks via Rube MCP (Composio): course management, assi — show me how"
  ],
  "keywords": [
   "google",
   "classroom-automation",
   "automate",
   "classroom",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "course"
  ]
 },
 {
  "name": "google_maps-automation",
  "description": "Automate Google Maps tasks via Rube MCP (Composio): geocoding, directions, place search, and distance calculations. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/google_maps-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/google_maps-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Google Maps tasks via Rube MCP (Composio): geocoding, directions, place search, and distance calculations.",
  "example_prompts": [
   "Help me with google maps automation",
   "Can you use google_maps-automation for my project?",
   "Automate Google Maps tasks via Rube MCP (Composio): geocoding, directions, place — show me how"
  ],
  "keywords": [
   "google",
   "maps-automation",
   "automate",
   "maps",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "geocoding"
  ]
 },
 {
  "name": "google_search_console-automation",
  "description": "Automate Google Search Console tasks via Rube MCP (Composio): search performance, URL inspection, sitemaps, and indexing status. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/google_search_console-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/google_search_console-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Google Search Console tasks via Rube MCP (Composio): search performance, URL inspection, sitemaps, and indexing status.",
  "example_prompts": [
   "Help me with google search console automation",
   "Can you use google_search_console-automation for my project?",
   "Automate Google Search Console tasks via Rube MCP (Composio): search performance — show me how"
  ],
  "keywords": [
   "google",
   "search",
   "console-automation",
   "automate",
   "console",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio"
  ]
 },
 {
  "name": "googleads-automation",
  "description": "Automate Google Ads analytics tasks via Rube MCP (Composio): list Google Ads links, run GA4 reports, check compatibility, list properties and accounts. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/googleads-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/googleads-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Google Ads analytics tasks via Rube MCP (Composio): list Google Ads links, run GA4 reports, check compatibility, list properties and accounts.",
  "example_prompts": [
   "Help me with googleads automation",
   "Can you use googleads-automation for my project?",
   "Automate Google Ads analytics tasks via Rube MCP (Composio): list Google Ads lin — show me how"
  ],
  "keywords": [
   "googleads-automation",
   "automate",
   "google",
   "ads",
   "analytics",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio"
  ]
 },
 {
  "name": "googlebigquery-automation",
  "description": "Automate Google BigQuery tasks via Rube MCP (Composio): run SQL queries, explore datasets and metadata, execute MBQL queries via Metabase integration. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/googlebigquery-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/googlebigquery-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Google BigQuery tasks via Rube MCP (Composio): run SQL queries, explore datasets and metadata, execute MBQL queries via Metabase integration.",
  "example_prompts": [
   "Help me with googlebigquery automation",
   "Can you use googlebigquery-automation for my project?",
   "Automate Google BigQuery tasks via Rube MCP (Composio): run SQL queries, explore — show me how"
  ],
  "keywords": [
   "googlebigquery-automation",
   "automate",
   "google",
   "bigquery",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "run"
  ]
 },
 {
  "name": "googlecalendar-automation",
  "description": "Automate Google Calendar tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/googlecalendar-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/googlecalendar-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Google Calendar tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with googlecalendar automation",
   "Can you use googlecalendar-automation for my project?",
   "Automate Google Calendar tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "googlecalendar-automation",
   "automate",
   "google",
   "calendar",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "googledocs-automation",
  "description": "Automate Google Docs tasks via Rube MCP (Composio): create, edit, search, export, copy, and update documents. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/googledocs-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/googledocs-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Google Docs tasks via Rube MCP (Composio): create, edit, search, export, copy, and update documents.",
  "example_prompts": [
   "Help me with googledocs automation",
   "Can you use googledocs-automation for my project?",
   "Automate Google Docs tasks via Rube MCP (Composio): create, edit, search, export — show me how"
  ],
  "keywords": [
   "googledocs-automation",
   "automate",
   "google",
   "docs",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "create"
  ]
 },
 {
  "name": "googledrive-automation",
  "description": "Automate Google Drive tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/googledrive-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/googledrive-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Google Drive tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with googledrive automation",
   "Can you use googledrive-automation for my project?",
   "Automate Google Drive tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "googledrive-automation",
   "automate",
   "google",
   "drive",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "googlemeet-automation",
  "description": "Automate Google Meet tasks via Rube MCP (Composio): create Meet spaces, schedule video conferences via Calendar events, manage meeting access. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/googlemeet-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/googlemeet-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Google Meet tasks via Rube MCP (Composio): create Meet spaces, schedule video conferences via Calendar events, manage meeting access.",
  "example_prompts": [
   "Help me with googlemeet automation",
   "Can you use googlemeet-automation for my project?",
   "Automate Google Meet tasks via Rube MCP (Composio): create Meet spaces, schedule — show me how"
  ],
  "keywords": [
   "googlemeet-automation",
   "automate",
   "google",
   "meet",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "create"
  ]
 },
 {
  "name": "googlephotos-automation",
  "description": "Automate Google Photos tasks via Rube MCP (Composio): upload media, manage albums, search photos, batch add items, create and update albums. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/googlephotos-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/googlephotos-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Google Photos tasks via Rube MCP (Composio): upload media, manage albums, search photos, batch add items, create and update albums.",
  "example_prompts": [
   "Help me with googlephotos automation",
   "Can you use googlephotos-automation for my project?",
   "Automate Google Photos tasks via Rube MCP (Composio): upload media, manage album — show me how"
  ],
  "keywords": [
   "googlephotos-automation",
   "automate",
   "google",
   "photos",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "upload"
  ]
 },
 {
  "name": "googleslides-automation",
  "description": "Automate Google Slides tasks via Rube MCP (Composio): create presentations, add slides from Markdown, batch update, copy from templates, get thumbnails. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/googleslides-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/googleslides-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Google Slides tasks via Rube MCP (Composio): create presentations, add slides from Markdown, batch update, copy from templates, get thumbnails.",
  "example_prompts": [
   "Help me with googleslides automation",
   "Can you use googleslides-automation for my project?",
   "Automate Google Slides tasks via Rube MCP (Composio): create presentations, add  — show me how"
  ],
  "keywords": [
   "googleslides-automation",
   "automate",
   "google",
   "slides",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "create"
  ]
 },
 {
  "name": "googlesuper-automation",
  "description": "Automate Google Super tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/googlesuper-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/googlesuper-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Google Super tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with googlesuper automation",
   "Can you use googlesuper-automation for my project?",
   "Automate Google Super tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "googlesuper-automation",
   "automate",
   "google",
   "super",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "googletasks-automation",
  "description": "Automate Google Tasks via Rube MCP (Composio): create, list, update, delete, move, and bulk-insert tasks and task lists. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/googletasks-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/googletasks-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Google Tasks via Rube MCP (Composio): create, list, update, delete, move, and bulk-insert tasks and task lists.",
  "example_prompts": [
   "Help me with googletasks automation",
   "Can you use googletasks-automation for my project?",
   "Automate Google Tasks via Rube MCP (Composio): create, list, update, delete, mov — show me how"
  ],
  "keywords": [
   "googletasks-automation",
   "automate",
   "google",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "create",
   "list"
  ]
 },
 {
  "name": "Gorgias Automation",
  "description": "Automate e-commerce customer support workflows in Gorgias -- manage tickets, customers, tags, and teams through natural language commands.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/gorgias-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/gorgias-automation/SKILL.md",
  "category": "business",
  "when_to_use": "Use it when you want to automate e-commerce customer support workflows in Gorgias -- manage tickets, customers, tags.",
  "example_prompts": [
   "Can you help me automate e-commerce customer support workflows in Gorgias -- manage tickets, customers?",
   "Walk me through Gorgias Automation step by step",
   "What's the best way to approach Gorgias Automation for my project?"
  ],
  "keywords": [
   "gorgias",
   "automation",
   "automate",
   "e-commerce",
   "customer",
   "support",
   "workflows",
   "manage",
   "tickets",
   "customers"
  ]
 },
 {
  "name": "gosquared-automation",
  "description": "Automate Gosquared tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/gosquared-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/gosquared-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Gosquared tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with gosquared automation",
   "Can you use gosquared-automation for my project?",
   "Automate Gosquared tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "gosquared-automation",
   "automate",
   "gosquared",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "grafbase-automation",
  "description": "Automate Grafbase tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/grafbase-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/grafbase-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Grafbase tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with grafbase automation",
   "Can you use grafbase-automation for my project?",
   "Automate Grafbase tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "grafbase-automation",
   "automate",
   "grafbase",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "graphhopper-automation",
  "description": "Automate Graphhopper tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/graphhopper-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/graphhopper-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Graphhopper tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with graphhopper automation",
   "Can you use graphhopper-automation for my project?",
   "Automate Graphhopper tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "graphhopper-automation",
   "automate",
   "graphhopper",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "griptape-automation",
  "description": "Automate Griptape tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/griptape-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/griptape-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Griptape tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with griptape automation",
   "Can you use griptape-automation for my project?",
   "Automate Griptape tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "griptape-automation",
   "automate",
   "griptape",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "grist-automation",
  "description": "Automate Grist tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/grist-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/grist-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Grist tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with grist automation",
   "Can you use grist-automation for my project?",
   "Automate Grist tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "grist-automation",
   "automate",
   "grist",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "GroqCloud Automation",
  "description": "Automate AI inference, chat completions, audio translation, and TTS voice management through GroqCloud's high-performance API via Composio",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/groqcloud-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/groqcloud-automation/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to automate AI inference, chat completions, audio translation.",
  "example_prompts": [
   "Can you help me automate AI inference, chat completions, audio translation?",
   "Walk me through GroqCloud Automation step by step",
   "What's the best way to approach GroqCloud Automation for my project?"
  ],
  "keywords": [
   "groqcloud",
   "automation",
   "automate",
   "inference",
   "chat",
   "completions",
   "audio",
   "translation",
   "tts",
   "voice"
  ]
 },
 {
  "name": "Gumroad Automation",
  "description": "Automate Gumroad product management, sales tracking, license verification, and webhook subscriptions using natural language through the Composio MCP integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/gumroad-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/gumroad-automation/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to automate Gumroad product management, sales tracking, license verification.",
  "example_prompts": [
   "Can you help me automate Gumroad product management, sales tracking, license verification?",
   "Walk me through Gumroad Automation step by step",
   "What's the best way to approach Gumroad Automation for my project?"
  ],
  "keywords": [
   "gumroad",
   "automation",
   "automate",
   "product",
   "management",
   "sales",
   "tracking",
   "license",
   "verification",
   "webhook"
  ]
 },
 {
  "name": "habitica-automation",
  "description": "Automate Habitica tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/habitica-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/habitica-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Habitica tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with habitica automation",
   "Can you use habitica-automation for my project?",
   "Automate Habitica tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "habitica-automation",
   "automate",
   "habitica",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "hackernews-automation",
  "description": "Automate Hackernews tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/hackernews-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/hackernews-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Hackernews tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with hackernews automation",
   "Can you use hackernews-automation for my project?",
   "Automate Hackernews tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "hackernews-automation",
   "automate",
   "hackernews",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "happy-scribe-automation",
  "description": "Automate Happy Scribe tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/happy-scribe-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/happy-scribe-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Happy Scribe tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with happy scribe automation",
   "Can you use happy-scribe-automation for my project?",
   "Automate Happy Scribe tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "happy-scribe-automation",
   "automate",
   "happy",
   "scribe",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "Harvest Automation",
  "description": "Automate time tracking, project management, and invoicing workflows in Harvest -- log hours, manage projects, clients, and tasks through natural language commands.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/harvest-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/harvest-automation/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to automate time tracking, project management, and invoicing workflows in Harvest -- log hours, manage projects, clients.",
  "example_prompts": [
   "Can you help me automate time tracking, project management, and invoicing workflows in Harvest?",
   "Walk me through Harvest Automation step by step",
   "What's the best way to approach Harvest Automation for my project?"
  ],
  "keywords": [
   "harvest",
   "automation",
   "automate",
   "time",
   "tracking",
   "project",
   "management",
   "invoicing",
   "workflows",
   "log"
  ]
 },
 {
  "name": "hashnode-automation",
  "description": "Automate Hashnode tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/hashnode-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/hashnode-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Hashnode tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with hashnode automation",
   "Can you use hashnode-automation for my project?",
   "Automate Hashnode tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "hashnode-automation",
   "automate",
   "hashnode",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "helcim-automation",
  "description": "Automate Helcim tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/helcim-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/helcim-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Helcim tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with helcim automation",
   "Can you use helcim-automation for my project?",
   "Automate Helcim tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "helcim-automation",
   "automate",
   "helcim",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "helloleads-automation",
  "description": "Automate Helloleads tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/helloleads-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/helloleads-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Helloleads tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with helloleads automation",
   "Can you use helloleads-automation for my project?",
   "Automate Helloleads tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "helloleads-automation",
   "automate",
   "helloleads",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "helpwise-automation",
  "description": "Automate Helpwise tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/helpwise-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/helpwise-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Helpwise tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with helpwise automation",
   "Can you use helpwise-automation for my project?",
   "Automate Helpwise tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "helpwise-automation",
   "automate",
   "helpwise",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "here-automation",
  "description": "Automate Here tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/here-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/here-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Here tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with here automation",
   "Can you use here-automation for my project?",
   "Automate Here tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "here-automation",
   "automate",
   "here",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "HeyGen Automation",
  "description": "Automate AI video generation, avatar browsing, template-based video creation, and video status tracking through HeyGen's platform via Composio",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/heygen-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/heygen-automation/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to automate AI video generation, avatar browsing, template-based video creation.",
  "example_prompts": [
   "Can you help me automate AI video generation, avatar browsing, template-based video creation?",
   "Walk me through HeyGen Automation step by step",
   "What's the best way to approach HeyGen Automation for my project?"
  ],
  "keywords": [
   "heygen",
   "automation",
   "automate",
   "video",
   "generation",
   "avatar",
   "browsing",
   "template-based",
   "creation",
   "status"
  ]
 },
 {
  "name": "heyreach-automation",
  "description": "Automate Heyreach tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/heyreach-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/heyreach-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Heyreach tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with heyreach automation",
   "Can you use heyreach-automation for my project?",
   "Automate Heyreach tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "heyreach-automation",
   "automate",
   "heyreach",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "heyzine-automation",
  "description": "Automate Heyzine tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/heyzine-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/heyzine-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Heyzine tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with heyzine automation",
   "Can you use heyzine-automation for my project?",
   "Automate Heyzine tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "heyzine-automation",
   "automate",
   "heyzine",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "highergov-automation",
  "description": "Automate Highergov tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/highergov-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/highergov-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Highergov tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with highergov automation",
   "Can you use highergov-automation for my project?",
   "Automate Highergov tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "highergov-automation",
   "automate",
   "highergov",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "highlevel-automation",
  "description": "Automate Highlevel tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/highlevel-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/highlevel-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Highlevel tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with highlevel automation",
   "Can you use highlevel-automation for my project?",
   "Automate Highlevel tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "highlevel-automation",
   "automate",
   "highlevel",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "honeybadger-automation",
  "description": "Automate Honeybadger tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/honeybadger-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/honeybadger-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Honeybadger tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with honeybadger automation",
   "Can you use honeybadger-automation for my project?",
   "Automate Honeybadger tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "honeybadger-automation",
   "automate",
   "honeybadger",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "honeyhive-automation",
  "description": "Automate Honeyhive tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/honeyhive-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/honeyhive-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Honeyhive tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with honeyhive automation",
   "Can you use honeyhive-automation for my project?",
   "Automate Honeyhive tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "honeyhive-automation",
   "automate",
   "honeyhive",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "hookdeck-automation",
  "description": "Automate Hookdeck tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/hookdeck-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/hookdeck-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Hookdeck tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with hookdeck automation",
   "Can you use hookdeck-automation for my project?",
   "Automate Hookdeck tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "hookdeck-automation",
   "automate",
   "hookdeck",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "hotspotsystem-automation",
  "description": "Automate Hotspotsystem tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/hotspotsystem-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/hotspotsystem-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Hotspotsystem tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with hotspotsystem automation",
   "Can you use hotspotsystem-automation for my project?",
   "Automate Hotspotsystem tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "hotspotsystem-automation",
   "automate",
   "hotspotsystem",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "html-to-image-automation",
  "description": "Automate Html To Image tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/html-to-image-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/html-to-image-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Html To Image tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with html to image automation",
   "Can you use html-to-image-automation for my project?",
   "Automate Html To Image tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "html-to-image-automation",
   "automate",
   "html",
   "image",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "humanitix-automation",
  "description": "Automate Humanitix tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/humanitix-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/humanitix-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Humanitix tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with humanitix automation",
   "Can you use humanitix-automation for my project?",
   "Automate Humanitix tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "humanitix-automation",
   "automate",
   "humanitix",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "humanloop-automation",
  "description": "Automate Humanloop tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/humanloop-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/humanloop-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Humanloop tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with humanloop automation",
   "Can you use humanloop-automation for my project?",
   "Automate Humanloop tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "humanloop-automation",
   "automate",
   "humanloop",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Hunter Automation",
  "description": "Automate Hunter.io email intelligence -- search domains for email addresses, find specific contacts, verify email deliverability, manage leads, and monitor account usage -- using natural language through the Composio MCP integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/hunter-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/hunter-automation/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to automate Hunter.io email intelligence -- search domains for email addresses, find specific contacts.",
  "example_prompts": [
   "Can you help me automate Hunter.io email intelligence -- search domains for email addresses, find?",
   "Walk me through Hunter Automation step by step",
   "What's the best way to approach Hunter Automation for my project?"
  ],
  "keywords": [
   "hunter",
   "automation",
   "automate",
   "email",
   "intelligence",
   "search",
   "domains",
   "addresses",
   "find",
   "specific"
  ]
 },
 {
  "name": "hypeauditor-automation",
  "description": "Automate Hypeauditor tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/hypeauditor-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/hypeauditor-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Hypeauditor tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with hypeauditor automation",
   "Can you use hypeauditor-automation for my project?",
   "Automate Hypeauditor tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "hypeauditor-automation",
   "automate",
   "hypeauditor",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "hyperbrowser-automation",
  "description": "Automate Hyperbrowser tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/hyperbrowser-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/hyperbrowser-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Hyperbrowser tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with hyperbrowser automation",
   "Can you use hyperbrowser-automation for my project?",
   "Automate Hyperbrowser tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "hyperbrowser-automation",
   "automate",
   "hyperbrowser",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "hyperise-automation",
  "description": "Automate Hyperise tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/hyperise-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/hyperise-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Hyperise tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with hyperise automation",
   "Can you use hyperise-automation for my project?",
   "Automate Hyperise tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "hyperise-automation",
   "automate",
   "hyperise",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "hystruct-automation",
  "description": "Automate Hystruct tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/hystruct-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/hystruct-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Hystruct tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with hystruct automation",
   "Can you use hystruct-automation for my project?",
   "Automate Hystruct tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "hystruct-automation",
   "automate",
   "hystruct",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "icims-talent-cloud-automation",
  "description": "Automate Icims Talent Cloud tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/icims-talent-cloud-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/icims-talent-cloud-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Icims Talent Cloud tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with icims talent cloud automation",
   "Can you use icims-talent-cloud-automation for my project?",
   "Automate Icims Talent Cloud tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "icims-talent-cloud-automation",
   "automate",
   "icims",
   "talent",
   "cloud",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio"
  ]
 },
 {
  "name": "icypeas-automation",
  "description": "Automate Icypeas tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/icypeas-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/icypeas-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Icypeas tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with icypeas automation",
   "Can you use icypeas-automation for my project?",
   "Automate Icypeas tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "icypeas-automation",
   "automate",
   "icypeas",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "idea-scale-automation",
  "description": "Automate Idea Scale tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/idea-scale-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/idea-scale-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Idea Scale tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with idea scale automation",
   "Can you use idea-scale-automation for my project?",
   "Automate Idea Scale tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "idea-scale-automation",
   "automate",
   "idea",
   "scale",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "identitycheck-automation",
  "description": "Automate Identitycheck tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/identitycheck-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/identitycheck-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Identitycheck tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with identitycheck automation",
   "Can you use identitycheck-automation for my project?",
   "Automate Identitycheck tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "identitycheck-automation",
   "automate",
   "identitycheck",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "ignisign-automation",
  "description": "Automate Ignisign tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ignisign-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ignisign-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Ignisign tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ignisign automation",
   "Can you use ignisign-automation for my project?",
   "Automate Ignisign tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ignisign-automation",
   "automate",
   "ignisign",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "imagekit-io-automation",
  "description": "Automate Imagekit IO tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/imagekit-io-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/imagekit-io-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Imagekit IO tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with imagekit io automation",
   "Can you use imagekit-io-automation for my project?",
   "Automate Imagekit IO tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "imagekit-io-automation",
   "automate",
   "imagekit",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "imgbb-automation",
  "description": "Automate Imgbb tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/imgbb-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/imgbb-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Imgbb tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with imgbb automation",
   "Can you use imgbb-automation for my project?",
   "Automate Imgbb tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "imgbb-automation",
   "automate",
   "imgbb",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "imgix-automation",
  "description": "Automate Imgix tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/imgix-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/imgix-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Imgix tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with imgix automation",
   "Can you use imgix-automation for my project?",
   "Automate Imgix tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "imgix-automation",
   "automate",
   "imgix",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "influxdb-cloud-automation",
  "description": "Automate Influxdb Cloud tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/influxdb-cloud-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/influxdb-cloud-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Influxdb Cloud tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with influxdb cloud automation",
   "Can you use influxdb-cloud-automation for my project?",
   "Automate Influxdb Cloud tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "influxdb-cloud-automation",
   "automate",
   "influxdb",
   "cloud",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "insighto-ai-automation",
  "description": "Automate Insighto AI tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/insighto-ai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/insighto-ai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Insighto AI tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with insighto ai automation",
   "Can you use insighto-ai-automation for my project?",
   "Automate Insighto AI tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "insighto-ai-automation",
   "automate",
   "insighto",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "instacart-automation",
  "description": "Automate Instacart tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/instacart-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/instacart-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Instacart tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with instacart automation",
   "Can you use instacart-automation for my project?",
   "Automate Instacart tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "instacart-automation",
   "automate",
   "instacart",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Instantly Automation",
  "description": "Automate Instantly cold email outreach -- manage campaigns, sending accounts, lead lists, bulk lead imports, and campaign analytics -- using natural language through the Composio MCP integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/instantly-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/instantly-automation/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to automate Instantly cold email outreach -- manage campaigns, sending accounts, lead lists, bulk lead imports.",
  "example_prompts": [
   "Can you help me automate Instantly cold email outreach -- manage campaigns, sending accounts, lead?",
   "Walk me through Instantly Automation step by step",
   "What's the best way to approach Instantly Automation for my project?"
  ],
  "keywords": [
   "instantly",
   "automation",
   "automate",
   "cold",
   "email",
   "outreach",
   "manage",
   "campaigns",
   "sending",
   "accounts"
  ]
 },
 {
  "name": "intelliprint-automation",
  "description": "Automate Intelliprint tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/intelliprint-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/intelliprint-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Intelliprint tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with intelliprint automation",
   "Can you use intelliprint-automation for my project?",
   "Automate Intelliprint tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "intelliprint-automation",
   "automate",
   "intelliprint",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "interzoid-automation",
  "description": "Automate Interzoid tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/interzoid-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/interzoid-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Interzoid tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with interzoid automation",
   "Can you use interzoid-automation for my project?",
   "Automate Interzoid tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "interzoid-automation",
   "automate",
   "interzoid",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "ip2location-automation",
  "description": "Automate Ip2location tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ip2location-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ip2location-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Ip2location tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ip2location automation",
   "Can you use ip2location-automation for my project?",
   "Automate Ip2location tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ip2location-automation",
   "automate",
   "ip2location",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "ip2location-io-automation",
  "description": "Automate Ip2location IO tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ip2location-io-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ip2location-io-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Ip2location IO tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ip2location io automation",
   "Can you use ip2location-io-automation for my project?",
   "Automate Ip2location IO tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ip2location-io-automation",
   "automate",
   "ip2location",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "ip2proxy-automation",
  "description": "Automate Ip2proxy tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ip2proxy-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ip2proxy-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Ip2proxy tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ip2proxy automation",
   "Can you use ip2proxy-automation for my project?",
   "Automate Ip2proxy tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ip2proxy-automation",
   "automate",
   "ip2proxy",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "ip2whois-automation",
  "description": "Automate Ip2whois tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ip2whois-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ip2whois-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Ip2whois tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ip2whois automation",
   "Can you use ip2whois-automation for my project?",
   "Automate Ip2whois tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ip2whois-automation",
   "automate",
   "ip2whois",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "ipdata-co-automation",
  "description": "Automate Ipdata co tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ipdata-co-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ipdata-co-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Ipdata co tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ipdata co automation",
   "Can you use ipdata-co-automation for my project?",
   "Automate Ipdata co tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ipdata-co-automation",
   "automate",
   "ipdata",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "ipinfo-io-automation",
  "description": "Automate Ipinfo IO tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ipinfo-io-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ipinfo-io-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Ipinfo IO tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ipinfo io automation",
   "Can you use ipinfo-io-automation for my project?",
   "Automate Ipinfo IO tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ipinfo-io-automation",
   "automate",
   "ipinfo",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "iqair-airvisual-automation",
  "description": "Automate Iqair Airvisual tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/iqair-airvisual-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/iqair-airvisual-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Iqair Airvisual tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with iqair airvisual automation",
   "Can you use iqair-airvisual-automation for my project?",
   "Automate Iqair Airvisual tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "iqair-airvisual-automation",
   "automate",
   "iqair",
   "airvisual",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "jigsawstack-automation",
  "description": "Automate Jigsawstack tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/jigsawstack-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/jigsawstack-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Jigsawstack tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with jigsawstack automation",
   "Can you use jigsawstack-automation for my project?",
   "Automate Jigsawstack tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "jigsawstack-automation",
   "automate",
   "jigsawstack",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "jobnimbus-automation",
  "description": "Automate Jobnimbus tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/jobnimbus-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/jobnimbus-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Jobnimbus tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with jobnimbus automation",
   "Can you use jobnimbus-automation for my project?",
   "Automate Jobnimbus tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "jobnimbus-automation",
   "automate",
   "jobnimbus",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Jotform Automation",
  "description": "Automate Jotform form listing, user management, activity history, folder organization, and plan inspection through natural language commands",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/jotform-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/jotform-automation/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you want to automate Jotform form listing, user management, activity history, folder organization.",
  "example_prompts": [
   "Can you help me automate Jotform form listing, user management, activity history, folder organization?",
   "Walk me through Jotform Automation step by step",
   "What's the best way to approach Jotform Automation for my project?"
  ],
  "keywords": [
   "jotform",
   "automation",
   "automate",
   "form",
   "listing",
   "management",
   "activity",
   "history",
   "folder",
   "organization"
  ]
 },
 {
  "name": "jumpcloud-automation",
  "description": "Automate Jumpcloud tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/jumpcloud-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/jumpcloud-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Jumpcloud tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with jumpcloud automation",
   "Can you use jumpcloud-automation for my project?",
   "Automate Jumpcloud tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "jumpcloud-automation",
   "automate",
   "jumpcloud",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "junglescout-automation",
  "description": "Automate Junglescout tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/junglescout-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/junglescout-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Junglescout tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with junglescout automation",
   "Can you use junglescout-automation for my project?",
   "Automate Junglescout tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "junglescout-automation",
   "automate",
   "junglescout",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "kadoa-automation",
  "description": "Automate Kadoa tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/kadoa-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/kadoa-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Kadoa tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with kadoa automation",
   "Can you use kadoa-automation for my project?",
   "Automate Kadoa tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "kadoa-automation",
   "automate",
   "kadoa",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "kaggle-automation",
  "description": "Automate Kaggle tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/kaggle-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/kaggle-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Kaggle tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with kaggle automation",
   "Can you use kaggle-automation for my project?",
   "Automate Kaggle tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "kaggle-automation",
   "automate",
   "kaggle",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "kaleido-automation",
  "description": "Automate Kaleido tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/kaleido-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/kaleido-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Kaleido tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with kaleido automation",
   "Can you use kaleido-automation for my project?",
   "Automate Kaleido tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "kaleido-automation",
   "automate",
   "kaleido",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "keap-automation",
  "description": "Automate Keap tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/keap-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/keap-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Keap tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with keap automation",
   "Can you use keap-automation for my project?",
   "Automate Keap tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "keap-automation",
   "automate",
   "keap",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "keen-io-automation",
  "description": "Automate Keen IO tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/keen-io-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/keen-io-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Keen IO tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with keen io automation",
   "Can you use keen-io-automation for my project?",
   "Automate Keen IO tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "keen-io-automation",
   "automate",
   "keen",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "kickbox-automation",
  "description": "Automate Kickbox tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/kickbox-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/kickbox-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Kickbox tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with kickbox automation",
   "Can you use kickbox-automation for my project?",
   "Automate Kickbox tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "kickbox-automation",
   "automate",
   "kickbox",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "kit-automation",
  "description": "Automate Kit tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/kit-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/kit-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Kit tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with kit automation",
   "Can you use kit-automation for my project?",
   "Automate Kit tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "kit-automation",
   "automate",
   "kit",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "klipfolio-automation",
  "description": "Automate Klipfolio tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/klipfolio-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/klipfolio-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Klipfolio tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with klipfolio automation",
   "Can you use klipfolio-automation for my project?",
   "Automate Klipfolio tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "klipfolio-automation",
   "automate",
   "klipfolio",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "ko-fi-automation",
  "description": "Automate Ko Fi tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ko-fi-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ko-fi-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Ko Fi tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ko fi automation",
   "Can you use ko-fi-automation for my project?",
   "Automate Ko Fi tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ko-fi-automation",
   "automate",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search",
   "tools"
  ]
 },
 {
  "name": "Kommo Automation",
  "description": "Automate Kommo CRM operations -- manage leads, pipelines, pipeline stages, tasks, and custom fields -- using natural language through the Composio MCP integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/kommo-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/kommo-automation/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to automate Kommo CRM operations -- manage leads, pipelines, pipeline stages, tasks.",
  "example_prompts": [
   "Can you help me automate Kommo CRM operations -- manage leads, pipelines, pipeline stages, tasks?",
   "Walk me through Kommo Automation step by step",
   "What's the best way to approach Kommo Automation for my project?"
  ],
  "keywords": [
   "kommo",
   "automation",
   "automate",
   "crm",
   "operations",
   "manage",
   "leads",
   "pipelines",
   "pipeline",
   "stages"
  ]
 },
 {
  "name": "kontent-ai-automation",
  "description": "Automate Kontent AI tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/kontent-ai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/kontent-ai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Kontent AI tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with kontent ai automation",
   "Can you use kontent-ai-automation for my project?",
   "Automate Kontent AI tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "kontent-ai-automation",
   "automate",
   "kontent",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "kraken-io-automation",
  "description": "Automate Kraken IO tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/kraken-io-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/kraken-io-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Kraken IO tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with kraken io automation",
   "Can you use kraken-io-automation for my project?",
   "Automate Kraken IO tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "kraken-io-automation",
   "automate",
   "kraken",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "l2s-automation",
  "description": "Automate L2s tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/l2s-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/l2s-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate L2s tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with l2s automation",
   "Can you use l2s-automation for my project?",
   "Automate L2s tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "l2s-automation",
   "automate",
   "l2s",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "labs64-netlicensing-automation",
  "description": "Automate Labs64 Netlicensing tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/labs64-netlicensing-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/labs64-netlicensing-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Labs64 Netlicensing tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with labs64 netlicensing automation",
   "Can you use labs64-netlicensing-automation for my project?",
   "Automate Labs64 Netlicensing tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "labs64-netlicensing-automation",
   "automate",
   "labs64",
   "netlicensing",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "landbot-automation",
  "description": "Automate Landbot tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/landbot-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/landbot-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Landbot tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with landbot automation",
   "Can you use landbot-automation for my project?",
   "Automate Landbot tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "landbot-automation",
   "automate",
   "landbot",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "langbase-automation",
  "description": "Automate Langbase tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/langbase-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/langbase-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Langbase tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with langbase automation",
   "Can you use langbase-automation for my project?",
   "Automate Langbase tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "langbase-automation",
   "automate",
   "langbase",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "lastpass-automation",
  "description": "Automate Lastpass tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/lastpass-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/lastpass-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Lastpass tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with lastpass automation",
   "Can you use lastpass-automation for my project?",
   "Automate Lastpass tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "lastpass-automation",
   "automate",
   "lastpass",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "LaunchDarkly Automation",
  "description": "Automate LaunchDarkly feature flag management -- list projects and environments, create and delete trigger workflows, and track code references via the Composio MCP integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/launch-darkly-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/launch-darkly-automation/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to automate LaunchDarkly feature flag management -- list projects and environments, create and delete.",
  "example_prompts": [
   "Can you help me automate LaunchDarkly feature flag management -- list projects and environments, create?",
   "Walk me through LaunchDarkly Automation step by step",
   "What's the best way to approach LaunchDarkly Automation for my project?"
  ],
  "keywords": [
   "launchdarkly",
   "automation",
   "automate",
   "feature",
   "flag",
   "management",
   "list",
   "projects",
   "environments",
   "create"
  ]
 },
 {
  "name": "launch_darkly-automation",
  "description": "Automate LaunchDarkly tasks via Rube MCP (Composio): feature flags, environments, segments, and rollout management. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/launch_darkly-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/launch_darkly-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate LaunchDarkly tasks via Rube MCP (Composio): feature flags, environments, segments, and rollout management.",
  "example_prompts": [
   "Help me with launch darkly automation",
   "Can you use launch_darkly-automation for my project?",
   "Automate LaunchDarkly tasks via Rube MCP (Composio): feature flags, environments — show me how"
  ],
  "keywords": [
   "launch",
   "darkly-automation",
   "automate",
   "launchdarkly",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "feature"
  ]
 },
 {
  "name": "leadfeeder-automation",
  "description": "Automate Leadfeeder tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/leadfeeder-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/leadfeeder-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Leadfeeder tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with leadfeeder automation",
   "Can you use leadfeeder-automation for my project?",
   "Automate Leadfeeder tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "leadfeeder-automation",
   "automate",
   "leadfeeder",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "leadoku-automation",
  "description": "Automate Leadoku tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/leadoku-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/leadoku-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Leadoku tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with leadoku automation",
   "Can you use leadoku-automation for my project?",
   "Automate Leadoku tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "leadoku-automation",
   "automate",
   "leadoku",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "leiga-automation",
  "description": "Automate Leiga tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/leiga-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/leiga-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Leiga tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with leiga automation",
   "Can you use leiga-automation for my project?",
   "Automate Leiga tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "leiga-automation",
   "automate",
   "leiga",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Lemlist Automation",
  "description": "Automate Lemlist multichannel outreach -- manage campaigns, enroll leads, add personalization variables, export campaign data, and handle unsubscribes via the Composio MCP integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/lemlist-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/lemlist-automation/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to automate Lemlist multichannel outreach -- manage campaigns, enroll leads, add personalization variables, export campaign data.",
  "example_prompts": [
   "Can you help me automate Lemlist multichannel outreach -- manage campaigns, enroll leads, add personalization?",
   "Walk me through Lemlist Automation step by step",
   "What's the best way to approach Lemlist Automation for my project?"
  ],
  "keywords": [
   "lemlist",
   "automation",
   "automate",
   "multichannel",
   "outreach",
   "manage",
   "campaigns",
   "enroll",
   "leads",
   "add"
  ]
 },
 {
  "name": "Lemon Squeezy Automation",
  "description": "Automate Lemon Squeezy store management -- products, orders, subscriptions, customers, discounts, and checkout tracking -- using natural language through the Composio MCP integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/lemon-squeezy-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/lemon-squeezy-automation/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to automate Lemon Squeezy store management -- products, orders, subscriptions, customers, discounts.",
  "example_prompts": [
   "Can you help me automate Lemon Squeezy store management -- products, orders, subscriptions, customers, discounts?",
   "Walk me through Lemon Squeezy Automation step by step",
   "What's the best way to approach Lemon Squeezy Automation for my project?"
  ],
  "keywords": [
   "lemon",
   "squeezy",
   "automation",
   "automate",
   "store",
   "management",
   "products",
   "orders",
   "subscriptions",
   "customers"
  ]
 },
 {
  "name": "lemon_squeezy-automation",
  "description": "Automate Lemon Squeezy tasks via Rube MCP (Composio): products, orders, subscriptions, checkouts, and digital sales. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/lemon_squeezy-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/lemon_squeezy-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Lemon Squeezy tasks via Rube MCP (Composio): products, orders, subscriptions, checkouts, and digital sales.",
  "example_prompts": [
   "Help me with lemon squeezy automation",
   "Can you use lemon_squeezy-automation for my project?",
   "Automate Lemon Squeezy tasks via Rube MCP (Composio): products, orders, subscrip — show me how"
  ],
  "keywords": [
   "lemon",
   "squeezy-automation",
   "automate",
   "squeezy",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "products"
  ]
 },
 {
  "name": "lessonspace-automation",
  "description": "Automate Lessonspace tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/lessonspace-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/lessonspace-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Lessonspace tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with lessonspace automation",
   "Can you use lessonspace-automation for my project?",
   "Automate Lessonspace tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "lessonspace-automation",
   "automate",
   "lessonspace",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Lever Automation",
  "description": "Automate recruiting workflows in Lever ATS -- manage opportunities, job postings, requisitions, pipeline stages, and candidate tags through the Composio Lever integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/lever-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/lever-automation/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to automate recruiting workflows in Lever ATS -- manage opportunities, job postings, requisitions, pipeline stages.",
  "example_prompts": [
   "Can you help me automate recruiting workflows in Lever ATS -- manage opportunities, job postings?",
   "Walk me through Lever Automation step by step",
   "What's the best way to approach Lever Automation for my project?"
  ],
  "keywords": [
   "lever",
   "automation",
   "automate",
   "recruiting",
   "workflows",
   "ats",
   "manage",
   "opportunities",
   "job",
   "postings"
  ]
 },
 {
  "name": "lever-sandbox-automation",
  "description": "Automate Lever Sandbox tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/lever-sandbox-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/lever-sandbox-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Lever Sandbox tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with lever sandbox automation",
   "Can you use lever-sandbox-automation for my project?",
   "Automate Lever Sandbox tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "lever-sandbox-automation",
   "automate",
   "lever",
   "sandbox",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "leverly-automation",
  "description": "Automate Leverly tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/leverly-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/leverly-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Leverly tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with leverly automation",
   "Can you use leverly-automation for my project?",
   "Automate Leverly tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "leverly-automation",
   "automate",
   "leverly",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "lexoffice-automation",
  "description": "Automate Lexoffice tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/lexoffice-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/lexoffice-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Lexoffice tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with lexoffice automation",
   "Can you use lexoffice-automation for my project?",
   "Automate Lexoffice tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "lexoffice-automation",
   "automate",
   "lexoffice",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "linguapop-automation",
  "description": "Automate Linguapop tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/linguapop-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/linguapop-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Linguapop tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with linguapop automation",
   "Can you use linguapop-automation for my project?",
   "Automate Linguapop tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "linguapop-automation",
   "automate",
   "linguapop",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "linkhut-automation",
  "description": "Automate Linkhut tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/linkhut-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/linkhut-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Linkhut tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with linkhut automation",
   "Can you use linkhut-automation for my project?",
   "Automate Linkhut tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "linkhut-automation",
   "automate",
   "linkhut",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "linkup-automation",
  "description": "Automate Linkup tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/linkup-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/linkup-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Linkup tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with linkup automation",
   "Can you use linkup-automation for my project?",
   "Automate Linkup tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "linkup-automation",
   "automate",
   "linkup",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "listclean-automation",
  "description": "Automate Listclean tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/listclean-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/listclean-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Listclean tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with listclean automation",
   "Can you use listclean-automation for my project?",
   "Automate Listclean tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "listclean-automation",
   "automate",
   "listclean",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "listennotes-automation",
  "description": "Automate Listennotes tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/listennotes-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/listennotes-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Listennotes tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with listennotes automation",
   "Can you use listennotes-automation for my project?",
   "Automate Listennotes tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "listennotes-automation",
   "automate",
   "listennotes",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "livesession-automation",
  "description": "Automate Livesession tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/livesession-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/livesession-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Livesession tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with livesession automation",
   "Can you use livesession-automation for my project?",
   "Automate Livesession tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "livesession-automation",
   "automate",
   "livesession",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "lmnt-automation",
  "description": "Automate Lmnt tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/lmnt-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/lmnt-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Lmnt tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with lmnt automation",
   "Can you use lmnt-automation for my project?",
   "Automate Lmnt tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "lmnt-automation",
   "automate",
   "lmnt",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "lodgify-automation",
  "description": "Automate Lodgify tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/lodgify-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/lodgify-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Lodgify tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with lodgify automation",
   "Can you use lodgify-automation for my project?",
   "Automate Lodgify tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "lodgify-automation",
   "automate",
   "lodgify",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "logo-dev-automation",
  "description": "Automate Logo Dev tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/logo-dev-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/logo-dev-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Logo Dev tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with logo dev automation",
   "Can you use logo-dev-automation for my project?",
   "Automate Logo Dev tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "logo-dev-automation",
   "automate",
   "logo",
   "dev",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "loomio-automation",
  "description": "Automate Loomio tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/loomio-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/loomio-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Loomio tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with loomio automation",
   "Can you use loomio-automation for my project?",
   "Automate Loomio tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "loomio-automation",
   "automate",
   "loomio",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "loyverse-automation",
  "description": "Automate Loyverse tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/loyverse-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/loyverse-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Loyverse tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with loyverse automation",
   "Can you use loyverse-automation for my project?",
   "Automate Loyverse tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "loyverse-automation",
   "automate",
   "loyverse",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "magnetic-automation",
  "description": "Automate Magnetic tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/magnetic-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/magnetic-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Magnetic tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with magnetic automation",
   "Can you use magnetic-automation for my project?",
   "Automate Magnetic tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "magnetic-automation",
   "automate",
   "magnetic",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "mailbluster-automation",
  "description": "Automate Mailbluster tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/mailbluster-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/mailbluster-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Mailbluster tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with mailbluster automation",
   "Can you use mailbluster-automation for my project?",
   "Automate Mailbluster tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "mailbluster-automation",
   "automate",
   "mailbluster",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "mailboxlayer-automation",
  "description": "Automate Mailboxlayer tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/mailboxlayer-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/mailboxlayer-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Mailboxlayer tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with mailboxlayer automation",
   "Can you use mailboxlayer-automation for my project?",
   "Automate Mailboxlayer tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "mailboxlayer-automation",
   "automate",
   "mailboxlayer",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "mailcheck-automation",
  "description": "Automate Mailcheck tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/mailcheck-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/mailcheck-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Mailcheck tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with mailcheck automation",
   "Can you use mailcheck-automation for my project?",
   "Automate Mailcheck tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "mailcheck-automation",
   "automate",
   "mailcheck",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "mailcoach-automation",
  "description": "Automate Mailcoach tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/mailcoach-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/mailcoach-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Mailcoach tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with mailcoach automation",
   "Can you use mailcoach-automation for my project?",
   "Automate Mailcoach tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "mailcoach-automation",
   "automate",
   "mailcoach",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "MailerLite Automation",
  "description": "Automate email marketing workflows including subscriber management, campaign analytics, group segmentation, and account monitoring through MailerLite via Composio",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/mailerlite-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/mailerlite-automation/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to automate email marketing workflows including subscriber management, campaign analytics, group segmentation.",
  "example_prompts": [
   "Can you help me automate email marketing workflows including subscriber management, campaign analytics, group segmentation?",
   "Walk me through MailerLite Automation step by step",
   "What's the best way to approach MailerLite Automation for my project?"
  ],
  "keywords": [
   "mailerlite",
   "automation",
   "automate",
   "email",
   "marketing",
   "workflows",
   "including",
   "subscriber",
   "management",
   "campaign"
  ]
 },
 {
  "name": "mailersend-automation",
  "description": "Automate Mailersend tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/mailersend-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/mailersend-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Mailersend tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with mailersend automation",
   "Can you use mailersend-automation for my project?",
   "Automate Mailersend tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "mailersend-automation",
   "automate",
   "mailersend",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "mails-so-automation",
  "description": "Automate Mails So tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/mails-so-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/mails-so-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Mails So tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with mails so automation",
   "Can you use mails-so-automation for my project?",
   "Automate Mails So tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "mails-so-automation",
   "automate",
   "mails",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "mailsoftly-automation",
  "description": "Automate Mailsoftly tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/mailsoftly-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/mailsoftly-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Mailsoftly tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with mailsoftly automation",
   "Can you use mailsoftly-automation for my project?",
   "Automate Mailsoftly tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "mailsoftly-automation",
   "automate",
   "mailsoftly",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "maintainx-automation",
  "description": "Automate Maintainx tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/maintainx-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/maintainx-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Maintainx tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with maintainx automation",
   "Can you use maintainx-automation for my project?",
   "Automate Maintainx tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "maintainx-automation",
   "automate",
   "maintainx",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "many-chat-automation",
  "description": "Automate ManyChat tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/many-chat-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/many-chat-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate ManyChat tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with many chat automation",
   "Can you use many-chat-automation for my project?",
   "Automate ManyChat tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "many-chat-automation",
   "automate",
   "manychat",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "many_chat-automation",
  "description": "Automate ManyChat tasks via Rube MCP (Composio): chatbot flows, subscribers, broadcasts, and messenger automation. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/many_chat-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/many_chat-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate ManyChat tasks via Rube MCP (Composio): chatbot flows, subscribers, broadcasts, and messenger automation.",
  "example_prompts": [
   "Help me with many chat automation",
   "Can you use many_chat-automation for my project?",
   "Automate ManyChat tasks via Rube MCP (Composio): chatbot flows, subscribers, bro — show me how"
  ],
  "keywords": [
   "many",
   "chat-automation",
   "automate",
   "manychat",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "chatbot"
  ]
 },
 {
  "name": "mapbox-automation",
  "description": "Automate Mapbox tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/mapbox-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/mapbox-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Mapbox tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with mapbox automation",
   "Can you use mapbox-automation for my project?",
   "Automate Mapbox tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "mapbox-automation",
   "automate",
   "mapbox",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "mapulus-automation",
  "description": "Automate Mapulus tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/mapulus-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/mapulus-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Mapulus tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with mapulus automation",
   "Can you use mapulus-automation for my project?",
   "Automate Mapulus tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "mapulus-automation",
   "automate",
   "mapulus",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "mboum-automation",
  "description": "Automate Mboum tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/mboum-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/mboum-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Mboum tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with mboum automation",
   "Can you use mboum-automation for my project?",
   "Automate Mboum tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "mboum-automation",
   "automate",
   "mboum",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "melo-automation",
  "description": "Automate Melo tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/melo-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/melo-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Melo tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with melo automation",
   "Can you use melo-automation for my project?",
   "Automate Melo tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "melo-automation",
   "automate",
   "melo",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "mem-automation",
  "description": "Automate Mem tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/mem-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/mem-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Mem tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with mem automation",
   "Can you use mem-automation for my project?",
   "Automate Mem tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "mem-automation",
   "automate",
   "mem",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "mem0-automation",
  "description": "Automate Mem0 tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/mem0-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/mem0-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Mem0 tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with mem0 automation",
   "Can you use mem0-automation for my project?",
   "Automate Mem0 tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "mem0-automation",
   "automate",
   "mem0",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "memberspot-automation",
  "description": "Automate Memberspot tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/memberspot-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/memberspot-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Memberspot tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with memberspot automation",
   "Can you use memberspot-automation for my project?",
   "Automate Memberspot tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "memberspot-automation",
   "automate",
   "memberspot",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "memberstack-automation",
  "description": "Automate Memberstack tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/memberstack-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/memberstack-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Memberstack tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with memberstack automation",
   "Can you use memberstack-automation for my project?",
   "Automate Memberstack tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "memberstack-automation",
   "automate",
   "memberstack",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "membervault-automation",
  "description": "Automate Membervault tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/membervault-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/membervault-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Membervault tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with membervault automation",
   "Can you use membervault-automation for my project?",
   "Automate Membervault tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "membervault-automation",
   "automate",
   "membervault",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "metaads-automation",
  "description": "Automate Metaads tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/metaads-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/metaads-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Metaads tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with metaads automation",
   "Can you use metaads-automation for my project?",
   "Automate Metaads tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "metaads-automation",
   "automate",
   "metaads",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "metaphor-automation",
  "description": "Automate Metaphor tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/metaphor-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/metaphor-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Metaphor tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with metaphor automation",
   "Can you use metaphor-automation for my project?",
   "Automate Metaphor tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "metaphor-automation",
   "automate",
   "metaphor",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "mezmo-automation",
  "description": "Automate Mezmo tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/mezmo-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/mezmo-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Mezmo tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with mezmo automation",
   "Can you use mezmo-automation for my project?",
   "Automate Mezmo tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "mezmo-automation",
   "automate",
   "mezmo",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Microsoft Clarity Automation",
  "description": "Automate user behavior analytics with Microsoft Clarity -- export heatmap data, session metrics, and engagement analytics segmented by browser, device, country, source, and more through the Composio Microsoft Clarity integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/microsoft-clarity-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/microsoft-clarity-automation/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to automate user behavior analytics with Microsoft Clarity -- export heatmap data, session metrics.",
  "example_prompts": [
   "Can you help me automate user behavior analytics with Microsoft Clarity -- export heatmap data?",
   "Walk me through Microsoft Clarity Automation step by step",
   "What's the best way to approach Microsoft Clarity Automation for my project?"
  ],
  "keywords": [
   "microsoft",
   "clarity",
   "automation",
   "automate",
   "behavior",
   "analytics",
   "export",
   "heatmap",
   "data",
   "session"
  ]
 },
 {
  "name": "microsoft-tenant-automation",
  "description": "Automate Microsoft Tenant tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/microsoft-tenant-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/microsoft-tenant-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Microsoft Tenant tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with microsoft tenant automation",
   "Can you use microsoft-tenant-automation for my project?",
   "Automate Microsoft Tenant tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "microsoft-tenant-automation",
   "automate",
   "microsoft",
   "tenant",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "microsoft_clarity-automation",
  "description": "Automate Microsoft Clarity tasks via Rube MCP (Composio): session recordings, heatmaps, and user behavior analytics. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/microsoft_clarity-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/microsoft_clarity-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Microsoft Clarity tasks via Rube MCP (Composio): session recordings, heatmaps, and user behavior analytics.",
  "example_prompts": [
   "Help me with microsoft clarity automation",
   "Can you use microsoft_clarity-automation for my project?",
   "Automate Microsoft Clarity tasks via Rube MCP (Composio): session recordings, he — show me how"
  ],
  "keywords": [
   "microsoft",
   "clarity-automation",
   "automate",
   "clarity",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "session"
  ]
 },
 {
  "name": "minerstat-automation",
  "description": "Automate Minerstat tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/minerstat-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/minerstat-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Minerstat tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with minerstat automation",
   "Can you use minerstat-automation for my project?",
   "Automate Minerstat tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "minerstat-automation",
   "automate",
   "minerstat",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "missive-automation",
  "description": "Automate Missive tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/missive-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/missive-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Missive tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with missive automation",
   "Can you use missive-automation for my project?",
   "Automate Missive tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "missive-automation",
   "automate",
   "missive",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Mistral AI Automation",
  "description": "Automate Mistral AI operations -- manage files and libraries, upload documents for fine-tuning, batch processing, and OCR, track fine-tuning jobs, and build RAG pipelines via the Composio MCP integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/mistral-ai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/mistral-ai-automation/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to automate Mistral AI operations -- manage files and libraries, upload documents for fine-tuning, batch processing, and OCR.",
  "example_prompts": [
   "Can you help me automate Mistral AI operations -- manage files and libraries, upload documents?",
   "Walk me through Mistral AI Automation step by step",
   "What's the best way to approach Mistral AI Automation for my project?"
  ],
  "keywords": [
   "mistral",
   "automation",
   "automate",
   "operations",
   "manage",
   "files",
   "libraries",
   "upload",
   "documents",
   "fine-tuning"
  ]
 },
 {
  "name": "mistral_ai-automation",
  "description": "Automate Mistral AI tasks via Rube MCP (Composio): completions, embeddings, fine-tuning, and model management. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/mistral_ai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/mistral_ai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Mistral AI tasks via Rube MCP (Composio): completions, embeddings, fine-tuning, and model management.",
  "example_prompts": [
   "Help me with mistral ai automation",
   "Can you use mistral_ai-automation for my project?",
   "Automate Mistral AI tasks via Rube MCP (Composio): completions, embeddings, fine — show me how"
  ],
  "keywords": [
   "mistral",
   "ai-automation",
   "automate",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "completions",
   "embeddings"
  ]
 },
 {
  "name": "mocean-automation",
  "description": "Automate Mocean tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/mocean-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/mocean-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Mocean tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with mocean automation",
   "Can you use mocean-automation for my project?",
   "Automate Mocean tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "mocean-automation",
   "automate",
   "mocean",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "moco-automation",
  "description": "Automate Moco tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/moco-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/moco-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Moco tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with moco automation",
   "Can you use moco-automation for my project?",
   "Automate Moco tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "moco-automation",
   "automate",
   "moco",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "modelry-automation",
  "description": "Automate Modelry tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/modelry-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/modelry-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Modelry tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with modelry automation",
   "Can you use modelry-automation for my project?",
   "Automate Modelry tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "modelry-automation",
   "automate",
   "modelry",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "moneybird-automation",
  "description": "Automate Moneybird tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/moneybird-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/moneybird-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Moneybird tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with moneybird automation",
   "Can you use moneybird-automation for my project?",
   "Automate Moneybird tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "moneybird-automation",
   "automate",
   "moneybird",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "moonclerk-automation",
  "description": "Automate Moonclerk tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/moonclerk-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/moonclerk-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Moonclerk tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with moonclerk automation",
   "Can you use moonclerk-automation for my project?",
   "Automate Moonclerk tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "moonclerk-automation",
   "automate",
   "moonclerk",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "moosend-automation",
  "description": "Automate Moosend tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/moosend-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/moosend-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Moosend tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with moosend automation",
   "Can you use moosend-automation for my project?",
   "Automate Moosend tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "moosend-automation",
   "automate",
   "moosend",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "mopinion-automation",
  "description": "Automate Mopinion tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/mopinion-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/mopinion-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Mopinion tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with mopinion automation",
   "Can you use mopinion-automation for my project?",
   "Automate Mopinion tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "mopinion-automation",
   "automate",
   "mopinion",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "more-trees-automation",
  "description": "Automate More Trees tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/more-trees-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/more-trees-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate More Trees tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with more trees automation",
   "Can you use more-trees-automation for my project?",
   "Automate More Trees tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "more-trees-automation",
   "automate",
   "more",
   "trees",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "moxie-automation",
  "description": "Automate Moxie tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/moxie-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/moxie-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Moxie tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with moxie automation",
   "Can you use moxie-automation for my project?",
   "Automate Moxie tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "moxie-automation",
   "automate",
   "moxie",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "moz-automation",
  "description": "Automate Moz tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/moz-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/moz-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Moz tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with moz automation",
   "Can you use moz-automation for my project?",
   "Automate Moz tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "moz-automation",
   "automate",
   "moz",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "msg91-automation",
  "description": "Automate Msg91 tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/msg91-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/msg91-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Msg91 tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with msg91 automation",
   "Can you use msg91-automation for my project?",
   "Automate Msg91 tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "msg91-automation",
   "automate",
   "msg91",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "mural-automation",
  "description": "Automate Mural tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/mural-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/mural-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Mural tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with mural automation",
   "Can you use mural-automation for my project?",
   "Automate Mural tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "mural-automation",
   "automate",
   "mural",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "mx-technologies-automation",
  "description": "Automate MX Technologies tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/mx-technologies-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/mx-technologies-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate MX Technologies tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with mx technologies automation",
   "Can you use mx-technologies-automation for my project?",
   "Automate MX Technologies tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "mx-technologies-automation",
   "automate",
   "technologies",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "mx-toolbox-automation",
  "description": "Automate Mx Toolbox tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/mx-toolbox-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/mx-toolbox-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Mx Toolbox tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with mx toolbox automation",
   "Can you use mx-toolbox-automation for my project?",
   "Automate Mx Toolbox tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "mx-toolbox-automation",
   "automate",
   "toolbox",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "nango-automation",
  "description": "Automate Nango tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/nango-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/nango-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Nango tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with nango automation",
   "Can you use nango-automation for my project?",
   "Automate Nango tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "nango-automation",
   "automate",
   "nango",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "nano-nets-automation",
  "description": "Automate Nano Nets tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/nano-nets-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/nano-nets-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Nano Nets tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with nano nets automation",
   "Can you use nano-nets-automation for my project?",
   "Automate Nano Nets tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "nano-nets-automation",
   "automate",
   "nano",
   "nets",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "nasa-automation",
  "description": "Automate Nasa tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/nasa-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/nasa-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Nasa tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with nasa automation",
   "Can you use nasa-automation for my project?",
   "Automate Nasa tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "nasa-automation",
   "automate",
   "nasa",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "nasdaq-automation",
  "description": "Automate Nasdaq tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/nasdaq-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/nasdaq-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Nasdaq tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with nasdaq automation",
   "Can you use nasdaq-automation for my project?",
   "Automate Nasdaq tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "nasdaq-automation",
   "automate",
   "nasdaq",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "ncscale-automation",
  "description": "Automate Ncscale tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ncscale-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ncscale-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Ncscale tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ncscale automation",
   "Can you use ncscale-automation for my project?",
   "Automate Ncscale tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ncscale-automation",
   "automate",
   "ncscale",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "needle-automation",
  "description": "Automate Needle tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/needle-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/needle-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Needle tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with needle automation",
   "Can you use needle-automation for my project?",
   "Automate Needle tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "needle-automation",
   "automate",
   "needle",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Neon Automation",
  "description": "Automate Neon serverless Postgres operations -- manage projects, branches, databases, roles, and connection URIs via the Composio MCP integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/neon-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/neon-automation/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to automate Neon serverless Postgres operations -- manage projects, branches, databases, roles.",
  "example_prompts": [
   "Can you help me automate Neon serverless Postgres operations -- manage projects, branches, databases, roles?",
   "Walk me through Neon Automation step by step",
   "What's the best way to approach Neon Automation for my project?"
  ],
  "keywords": [
   "neon",
   "automation",
   "automate",
   "serverless",
   "postgres",
   "operations",
   "manage",
   "projects",
   "branches",
   "databases"
  ]
 },
 {
  "name": "NetSuite Automation",
  "description": "NetSuite Automation: manage customers, sales orders, invoices, inventory, and records via Oracle NetSuite ERP with SuiteQL queries",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/netsuite-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/netsuite-automation/SKILL.md",
  "category": "business",
  "when_to_use": "Use it for netSuite Automation: manage customers, sales orders, invoices, inventory, and records via Oracle NetSuite ERP with SuiteQL queries.",
  "example_prompts": [
   "I need help with netSuite Automation: manage customers, sales orders, invoices, inventory, and records via",
   "Walk me through NetSuite Automation step by step",
   "What's the best way to approach NetSuite Automation for my project?"
  ],
  "keywords": [
   "netsuite",
   "automation",
   "manage",
   "customers",
   "sales",
   "orders",
   "invoices",
   "inventory",
   "records",
   "via"
  ]
 },
 {
  "name": "neuronwriter-automation",
  "description": "Automate Neuronwriter tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/neuronwriter-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/neuronwriter-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Neuronwriter tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with neuronwriter automation",
   "Can you use neuronwriter-automation for my project?",
   "Automate Neuronwriter tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "neuronwriter-automation",
   "automate",
   "neuronwriter",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "neutrino-automation",
  "description": "Automate Neutrino tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/neutrino-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/neutrino-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Neutrino tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with neutrino automation",
   "Can you use neutrino-automation for my project?",
   "Automate Neutrino tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "neutrino-automation",
   "automate",
   "neutrino",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "neverbounce-automation",
  "description": "Automate Neverbounce tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/neverbounce-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/neverbounce-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Neverbounce tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with neverbounce automation",
   "Can you use neverbounce-automation for my project?",
   "Automate Neverbounce tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "neverbounce-automation",
   "automate",
   "neverbounce",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "New Relic Automation",
  "description": "Automate New Relic observability workflows -- manage alert policies, notification channels, alert conditions, and monitor applications and browser apps via the Composio MCP integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/new-relic-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/new-relic-automation/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to automate New Relic observability workflows -- manage alert policies, notification channels, alert conditions.",
  "example_prompts": [
   "Can you help me automate New Relic observability workflows -- manage alert policies, notification channels?",
   "Walk me through New Relic Automation step by step",
   "What's the best way to approach New Relic Automation for my project?"
  ],
  "keywords": [
   "new",
   "relic",
   "automation",
   "automate",
   "observability",
   "workflows",
   "manage",
   "alert",
   "policies",
   "notification"
  ]
 },
 {
  "name": "new_relic-automation",
  "description": "Automate New Relic tasks via Rube MCP (Composio): APM, alerts, dashboards, NRQL queries, and infrastructure monitoring. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/new_relic-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/new_relic-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate New Relic tasks via Rube MCP (Composio): APM, alerts, dashboards, NRQL queries, and infrastructure monitoring.",
  "example_prompts": [
   "Help me with new relic automation",
   "Can you use new_relic-automation for my project?",
   "Automate New Relic tasks via Rube MCP (Composio): APM, alerts, dashboards, NRQL  — show me how"
  ],
  "keywords": [
   "new",
   "relic-automation",
   "automate",
   "relic",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "apm"
  ]
 },
 {
  "name": "news-api-automation",
  "description": "Automate News API tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/news-api-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/news-api-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate News API tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with news api automation",
   "Can you use news-api-automation for my project?",
   "Automate News API tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "news-api-automation",
   "automate",
   "news",
   "api",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "nextdns-automation",
  "description": "Automate Nextdns tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/nextdns-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/nextdns-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Nextdns tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with nextdns automation",
   "Can you use nextdns-automation for my project?",
   "Automate Nextdns tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "nextdns-automation",
   "automate",
   "nextdns",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "ngrok-automation",
  "description": "Automate Ngrok tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ngrok-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ngrok-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Ngrok tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ngrok automation",
   "Can you use ngrok-automation for my project?",
   "Automate Ngrok tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ngrok-automation",
   "automate",
   "ngrok",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "ninox-automation",
  "description": "Automate Ninox tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ninox-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ninox-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Ninox tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ninox automation",
   "Can you use ninox-automation for my project?",
   "Automate Ninox tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ninox-automation",
   "automate",
   "ninox",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "nocrm-io-automation",
  "description": "Automate Nocrm IO tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/nocrm-io-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/nocrm-io-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Nocrm IO tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with nocrm io automation",
   "Can you use nocrm-io-automation for my project?",
   "Automate Nocrm IO tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "nocrm-io-automation",
   "automate",
   "nocrm",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "npm-automation",
  "description": "Automate NPM tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/npm-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/npm-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate NPM tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with npm automation",
   "Can you use npm-automation for my project?",
   "Automate NPM tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "npm-automation",
   "automate",
   "npm",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "ocr-web-service-automation",
  "description": "Automate OCR Web Service tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ocr-web-service-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ocr-web-service-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate OCR Web Service tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ocr web service automation",
   "Can you use ocr-web-service-automation for my project?",
   "Automate OCR Web Service tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ocr-web-service-automation",
   "automate",
   "ocr",
   "web",
   "service",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio"
  ]
 },
 {
  "name": "ocrspace-automation",
  "description": "Automate Ocrspace tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ocrspace-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ocrspace-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Ocrspace tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ocrspace automation",
   "Can you use ocrspace-automation for my project?",
   "Automate Ocrspace tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ocrspace-automation",
   "automate",
   "ocrspace",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Omnisend Automation",
  "description": "Automate ecommerce marketing workflows including contact management, bulk operations, and subscriber segmentation through Omnisend via Composio",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/omnisend-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/omnisend-automation/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to automate ecommerce marketing workflows including contact management, bulk operations.",
  "example_prompts": [
   "Can you help me automate ecommerce marketing workflows including contact management, bulk operations?",
   "Walk me through Omnisend Automation step by step",
   "What's the best way to approach Omnisend Automation for my project?"
  ],
  "keywords": [
   "omnisend",
   "automation",
   "automate",
   "ecommerce",
   "marketing",
   "workflows",
   "including",
   "contact",
   "management",
   "bulk"
  ]
 },
 {
  "name": "oncehub-automation",
  "description": "Automate Oncehub tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/oncehub-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/oncehub-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Oncehub tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with oncehub automation",
   "Can you use oncehub-automation for my project?",
   "Automate Oncehub tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "oncehub-automation",
   "automate",
   "oncehub",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "onedesk-automation",
  "description": "Automate Onedesk tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/onedesk-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/onedesk-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Onedesk tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with onedesk automation",
   "Can you use onedesk-automation for my project?",
   "Automate Onedesk tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "onedesk-automation",
   "automate",
   "onedesk",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "onepage-automation",
  "description": "Automate Onepage tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/onepage-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/onepage-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Onepage tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with onepage automation",
   "Can you use onepage-automation for my project?",
   "Automate Onepage tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "onepage-automation",
   "automate",
   "onepage",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "onesignal-rest-api-automation",
  "description": "Automate OneSignal tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/onesignal-rest-api-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/onesignal-rest-api-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate OneSignal tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with onesignal rest api automation",
   "Can you use onesignal-rest-api-automation for my project?",
   "Automate OneSignal tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "onesignal-rest-api-automation",
   "automate",
   "onesignal",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "onesignal-user-auth-automation",
  "description": "Automate Onesignal User Auth tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/onesignal-user-auth-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/onesignal-user-auth-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Onesignal User Auth tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with onesignal user auth automation",
   "Can you use onesignal-user-auth-automation for my project?",
   "Automate Onesignal User Auth tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "onesignal-user-auth-automation",
   "automate",
   "onesignal",
   "auth",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "onesignal_rest_api-automation",
  "description": "Automate OneSignal tasks via Rube MCP (Composio): push notifications, segments, templates, and messaging. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/onesignal_rest_api-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/onesignal_rest_api-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate OneSignal tasks via Rube MCP (Composio): push notifications, segments, templates, and messaging.",
  "example_prompts": [
   "Help me with onesignal rest api automation",
   "Can you use onesignal_rest_api-automation for my project?",
   "Automate OneSignal tasks via Rube MCP (Composio): push notifications, segments,  — show me how"
  ],
  "keywords": [
   "onesignal",
   "rest",
   "api-automation",
   "automate",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "push"
  ]
 },
 {
  "name": "open-sea-automation",
  "description": "Automate Open Sea tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/open-sea-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/open-sea-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Open Sea tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with open sea automation",
   "Can you use open-sea-automation for my project?",
   "Automate Open Sea tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "open-sea-automation",
   "automate",
   "open",
   "sea",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "OpenAI Automation",
  "description": "Automate OpenAI API operations -- generate responses with multimodal and structured output support, create embeddings, generate images, and list models via the Composio MCP integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/openai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/openai-automation/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to automate OpenAI API operations -- generate responses with multimodal and structured output support, create embeddings.",
  "example_prompts": [
   "Can you help me automate OpenAI API operations -- generate responses with multimodal and structured?",
   "Walk me through OpenAI Automation step by step",
   "What's the best way to approach OpenAI Automation for my project?"
  ],
  "keywords": [
   "openai",
   "automation",
   "automate",
   "api",
   "operations",
   "generate",
   "responses",
   "multimodal",
   "structured",
   "output"
  ]
 },
 {
  "name": "opencage-automation",
  "description": "Automate Opencage tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/opencage-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/opencage-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Opencage tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with opencage automation",
   "Can you use opencage-automation for my project?",
   "Automate Opencage tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "opencage-automation",
   "automate",
   "opencage",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "opengraph-io-automation",
  "description": "Automate Opengraph IO tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/opengraph-io-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/opengraph-io-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Opengraph IO tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with opengraph io automation",
   "Can you use opengraph-io-automation for my project?",
   "Automate Opengraph IO tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "opengraph-io-automation",
   "automate",
   "opengraph",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "openperplex-automation",
  "description": "Automate Openperplex tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/openperplex-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/openperplex-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Openperplex tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with openperplex automation",
   "Can you use openperplex-automation for my project?",
   "Automate Openperplex tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "openperplex-automation",
   "automate",
   "openperplex",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "openrouter-automation",
  "description": "Automate Openrouter tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/openrouter-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/openrouter-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Openrouter tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with openrouter automation",
   "Can you use openrouter-automation for my project?",
   "Automate Openrouter tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "openrouter-automation",
   "automate",
   "openrouter",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "openweather-api-automation",
  "description": "Automate Openweather API tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/openweather-api-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/openweather-api-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Openweather API tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with openweather api automation",
   "Can you use openweather-api-automation for my project?",
   "Automate Openweather API tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "openweather-api-automation",
   "automate",
   "openweather",
   "api",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "optimoroute-automation",
  "description": "Automate Optimoroute tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/optimoroute-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/optimoroute-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Optimoroute tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with optimoroute automation",
   "Can you use optimoroute-automation for my project?",
   "Automate Optimoroute tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "optimoroute-automation",
   "automate",
   "optimoroute",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "parma-automation",
  "description": "Automate Parma tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/parma-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/parma-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Parma tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with parma automation",
   "Can you use parma-automation for my project?",
   "Automate Parma tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "parma-automation",
   "automate",
   "parma",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "owl-protocol-automation",
  "description": "Automate Owl Protocol tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/owl-protocol-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/owl-protocol-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Owl Protocol tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with owl protocol automation",
   "Can you use owl-protocol-automation for my project?",
   "Automate Owl Protocol tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "owl-protocol-automation",
   "automate",
   "owl",
   "protocol",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "page-x-automation",
  "description": "Automate Page X tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/page-x-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/page-x-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Page X tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with page x automation",
   "Can you use page-x-automation for my project?",
   "Automate Page X tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "page-x-automation",
   "automate",
   "page",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "PandaDoc Automation",
  "description": "Automate document workflows with PandaDoc -- create documents from files, manage contacts, organize folders, set up webhooks, create templates, and track document status through the Composio PandaDoc integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/pandadoc-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/pandadoc-automation/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to automate document workflows with PandaDoc -- create documents from files, manage contacts, organize folders, set up webhooks.",
  "example_prompts": [
   "Can you help me automate document workflows with PandaDoc -- create documents from files, manage?",
   "Walk me through PandaDoc Automation step by step",
   "What's the best way to approach PandaDoc Automation for my project?"
  ],
  "keywords": [
   "pandadoc",
   "automation",
   "automate",
   "document",
   "workflows",
   "create",
   "documents",
   "files",
   "manage",
   "contacts"
  ]
 },
 {
  "name": "paradym-automation",
  "description": "Automate Paradym tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/paradym-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/paradym-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Paradym tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with paradym automation",
   "Can you use paradym-automation for my project?",
   "Automate Paradym tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "paradym-automation",
   "automate",
   "paradym",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "parallel-automation",
  "description": "Automate Parallel tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/parallel-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/parallel-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Parallel tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with parallel automation",
   "Can you use parallel-automation for my project?",
   "Automate Parallel tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "parallel-automation",
   "automate",
   "parallel",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "parsehub-automation",
  "description": "Automate Parsehub tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/parsehub-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/parsehub-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Parsehub tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with parsehub automation",
   "Can you use parsehub-automation for my project?",
   "Automate Parsehub tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "parsehub-automation",
   "automate",
   "parsehub",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "parsera-automation",
  "description": "Automate Parsera tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/parsera-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/parsera-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Parsera tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with parsera automation",
   "Can you use parsera-automation for my project?",
   "Automate Parsera tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "parsera-automation",
   "automate",
   "parsera",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "parseur-automation",
  "description": "Automate Parseur tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/parseur-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/parseur-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Parseur tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with parseur automation",
   "Can you use parseur-automation for my project?",
   "Automate Parseur tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "parseur-automation",
   "automate",
   "parseur",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "passcreator-automation",
  "description": "Automate Passcreator tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/passcreator-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/passcreator-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Passcreator tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with passcreator automation",
   "Can you use passcreator-automation for my project?",
   "Automate Passcreator tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "passcreator-automation",
   "automate",
   "passcreator",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "passslot-automation",
  "description": "Automate Passslot tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/passslot-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/passslot-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Passslot tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with passslot automation",
   "Can you use passslot-automation for my project?",
   "Automate Passslot tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "passslot-automation",
   "automate",
   "passslot",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "payhip-automation",
  "description": "Automate Payhip tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/payhip-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/payhip-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Payhip tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with payhip automation",
   "Can you use payhip-automation for my project?",
   "Automate Payhip tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "payhip-automation",
   "automate",
   "payhip",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "pdf-api-io-automation",
  "description": "Automate PDF API IO tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/pdf-api-io-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/pdf-api-io-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate PDF API IO tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with pdf api io automation",
   "Can you use pdf-api-io-automation for my project?",
   "Automate PDF API IO tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "pdf-api-io-automation",
   "automate",
   "pdf",
   "api",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "pdf-co-automation",
  "description": "Automate PDF co tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/pdf-co-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/pdf-co-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate PDF co tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with pdf co automation",
   "Can you use pdf-co-automation for my project?",
   "Automate PDF co tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "pdf-co-automation",
   "automate",
   "pdf",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "pdf4me-automation",
  "description": "Automate Pdf4me tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/pdf4me-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/pdf4me-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Pdf4me tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with pdf4me automation",
   "Can you use pdf4me-automation for my project?",
   "Automate Pdf4me tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "pdf4me-automation",
   "automate",
   "pdf4me",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "pdfless-automation",
  "description": "Automate Pdfless tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/pdfless-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/pdfless-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Pdfless tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with pdfless automation",
   "Can you use pdfless-automation for my project?",
   "Automate Pdfless tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "pdfless-automation",
   "automate",
   "pdfless",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "pdfmonkey-automation",
  "description": "Automate Pdfmonkey tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/pdfmonkey-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/pdfmonkey-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Pdfmonkey tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with pdfmonkey automation",
   "Can you use pdfmonkey-automation for my project?",
   "Automate Pdfmonkey tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "pdfmonkey-automation",
   "automate",
   "pdfmonkey",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "peopledatalabs-automation",
  "description": "Automate Peopledatalabs tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/peopledatalabs-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/peopledatalabs-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Peopledatalabs tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with peopledatalabs automation",
   "Can you use peopledatalabs-automation for my project?",
   "Automate Peopledatalabs tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "peopledatalabs-automation",
   "automate",
   "peopledatalabs",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "perigon-automation",
  "description": "Automate Perigon tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/perigon-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/perigon-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Perigon tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with perigon automation",
   "Can you use perigon-automation for my project?",
   "Automate Perigon tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "perigon-automation",
   "automate",
   "perigon",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "perplexityai-automation",
  "description": "Automate Perplexityai tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/perplexityai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/perplexityai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Perplexityai tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with perplexityai automation",
   "Can you use perplexityai-automation for my project?",
   "Automate Perplexityai tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "perplexityai-automation",
   "automate",
   "perplexityai",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "persistiq-automation",
  "description": "Automate Persistiq tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/persistiq-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/persistiq-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Persistiq tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with persistiq automation",
   "Can you use persistiq-automation for my project?",
   "Automate Persistiq tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "persistiq-automation",
   "automate",
   "persistiq",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "pexels-automation",
  "description": "Automate Pexels tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/pexels-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/pexels-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Pexels tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with pexels automation",
   "Can you use pexels-automation for my project?",
   "Automate Pexels tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "pexels-automation",
   "automate",
   "pexels",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "PhantomBuster Automation",
  "description": "Automate lead generation, web scraping, and social media data extraction workflows through PhantomBuster's cloud platform via Composio",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/phantombuster-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/phantombuster-automation/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to automate lead generation, web scraping, and social media data extraction workflows through PhantomBuster's cloud platform via.",
  "example_prompts": [
   "Can you help me automate lead generation, web scraping, and social media data extraction workflows?",
   "Walk me through PhantomBuster Automation step by step",
   "What's the best way to approach PhantomBuster Automation for my project?"
  ],
  "keywords": [
   "phantombuster",
   "automation",
   "automate",
   "lead",
   "generation",
   "web",
   "scraping",
   "social",
   "media",
   "data"
  ]
 },
 {
  "name": "piggy-automation",
  "description": "Automate Piggy tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/piggy-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/piggy-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Piggy tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with piggy automation",
   "Can you use piggy-automation for my project?",
   "Automate Piggy tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "piggy-automation",
   "automate",
   "piggy",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "piloterr-automation",
  "description": "Automate Piloterr tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/piloterr-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/piloterr-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Piloterr tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with piloterr automation",
   "Can you use piloterr-automation for my project?",
   "Automate Piloterr tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "piloterr-automation",
   "automate",
   "piloterr",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "pilvio-automation",
  "description": "Automate Pilvio tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/pilvio-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/pilvio-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Pilvio tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with pilvio automation",
   "Can you use pilvio-automation for my project?",
   "Automate Pilvio tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "pilvio-automation",
   "automate",
   "pilvio",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "pingdom-automation",
  "description": "Automate Pingdom tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/pingdom-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/pingdom-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Pingdom tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with pingdom automation",
   "Can you use pingdom-automation for my project?",
   "Automate Pingdom tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "pingdom-automation",
   "automate",
   "pingdom",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "pipeline-crm-automation",
  "description": "Automate Pipeline CRM tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/pipeline-crm-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/pipeline-crm-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Pipeline CRM tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with pipeline crm automation",
   "Can you use pipeline-crm-automation for my project?",
   "Automate Pipeline CRM tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "pipeline-crm-automation",
   "automate",
   "pipeline",
   "crm",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "placekey-automation",
  "description": "Automate Placekey tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/placekey-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/placekey-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Placekey tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with placekey automation",
   "Can you use placekey-automation for my project?",
   "Automate Placekey tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "placekey-automation",
   "automate",
   "placekey",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "placid-automation",
  "description": "Automate Placid tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/placid-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/placid-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Placid tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with placid automation",
   "Can you use placid-automation for my project?",
   "Automate Placid tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "placid-automation",
   "automate",
   "placid",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "plain-automation",
  "description": "Automate Plain tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/plain-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/plain-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Plain tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with plain automation",
   "Can you use plain-automation for my project?",
   "Automate Plain tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "plain-automation",
   "automate",
   "plain",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "plasmic-automation",
  "description": "Automate Plasmic tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/plasmic-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/plasmic-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Plasmic tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with plasmic automation",
   "Can you use plasmic-automation for my project?",
   "Automate Plasmic tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "plasmic-automation",
   "automate",
   "plasmic",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "platerecognizer-automation",
  "description": "Automate Platerecognizer tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/platerecognizer-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/platerecognizer-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Platerecognizer tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with platerecognizer automation",
   "Can you use platerecognizer-automation for my project?",
   "Automate Platerecognizer tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "platerecognizer-automation",
   "automate",
   "platerecognizer",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "plisio-automation",
  "description": "Automate Plisio tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/plisio-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/plisio-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Plisio tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with plisio automation",
   "Can you use plisio-automation for my project?",
   "Automate Plisio tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "plisio-automation",
   "automate",
   "plisio",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "polygon-automation",
  "description": "Automate Polygon tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/polygon-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/polygon-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Polygon tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with polygon automation",
   "Can you use polygon-automation for my project?",
   "Automate Polygon tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "polygon-automation",
   "automate",
   "polygon",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "polygon-io-automation",
  "description": "Automate Polygon IO tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/polygon-io-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/polygon-io-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Polygon IO tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with polygon io automation",
   "Can you use polygon-io-automation for my project?",
   "Automate Polygon IO tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "polygon-io-automation",
   "automate",
   "polygon",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "poptin-automation",
  "description": "Automate Poptin tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/poptin-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/poptin-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Poptin tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with poptin automation",
   "Can you use poptin-automation for my project?",
   "Automate Poptin tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "poptin-automation",
   "automate",
   "poptin",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "postgrid-automation",
  "description": "Automate Postgrid tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/postgrid-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/postgrid-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Postgrid tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with postgrid automation",
   "Can you use postgrid-automation for my project?",
   "Automate Postgrid tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "postgrid-automation",
   "automate",
   "postgrid",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "postgrid-verify-automation",
  "description": "Automate Postgrid Verify tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/postgrid-verify-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/postgrid-verify-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Postgrid Verify tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with postgrid verify automation",
   "Can you use postgrid-verify-automation for my project?",
   "Automate Postgrid Verify tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "postgrid-verify-automation",
   "automate",
   "postgrid",
   "verify",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "precoro-automation",
  "description": "Automate Precoro tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/precoro-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/precoro-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Precoro tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with precoro automation",
   "Can you use precoro-automation for my project?",
   "Automate Precoro tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "precoro-automation",
   "automate",
   "precoro",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "prerender-automation",
  "description": "Automate Prerender tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/prerender-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/prerender-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Prerender tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with prerender automation",
   "Can you use prerender-automation for my project?",
   "Automate Prerender tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "prerender-automation",
   "automate",
   "prerender",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "printautopilot-automation",
  "description": "Automate Printautopilot tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/printautopilot-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/printautopilot-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Printautopilot tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with printautopilot automation",
   "Can you use printautopilot-automation for my project?",
   "Automate Printautopilot tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "printautopilot-automation",
   "automate",
   "printautopilot",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "prisma-automation",
  "description": "Automate Prisma tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/prisma-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/prisma-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Prisma tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with prisma automation",
   "Can you use prisma-automation for my project?",
   "Automate Prisma tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "prisma-automation",
   "automate",
   "prisma",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Prismic Automation",
  "description": "Automate headless CMS operations in Prismic -- query documents, search content, retrieve custom types, and manage repository refs through the Composio Prismic integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/prismic-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/prismic-automation/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to automate headless CMS operations in Prismic -- query documents, search content, retrieve custom types.",
  "example_prompts": [
   "Can you help me automate headless CMS operations in Prismic -- query documents, search content?",
   "Walk me through Prismic Automation step by step",
   "What's the best way to approach Prismic Automation for my project?"
  ],
  "keywords": [
   "prismic",
   "automation",
   "automate",
   "headless",
   "cms",
   "operations",
   "query",
   "documents",
   "search",
   "content"
  ]
 },
 {
  "name": "process-street-automation",
  "description": "Automate Process Street tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/process-street-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/process-street-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Process Street tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with process street automation",
   "Can you use process-street-automation for my project?",
   "Automate Process Street tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "process-street-automation",
   "automate",
   "process",
   "street",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "procfu-automation",
  "description": "Automate Procfu tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/procfu-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/procfu-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Procfu tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with procfu automation",
   "Can you use procfu-automation for my project?",
   "Automate Procfu tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "procfu-automation",
   "automate",
   "procfu",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Productboard Automation",
  "description": "Automate product management workflows in Productboard -- manage features, notes, objectives, components, and releases through natural language commands.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/productboard-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/productboard-automation/SKILL.md",
  "category": "business",
  "when_to_use": "Use it when you want to automate product management workflows in Productboard -- manage features, notes, objectives, components.",
  "example_prompts": [
   "Can you help me automate product management workflows in Productboard -- manage features, notes, objectives?",
   "Walk me through Productboard Automation step by step",
   "What's the best way to approach Productboard Automation for my project?"
  ],
  "keywords": [
   "productboard",
   "automation",
   "automate",
   "product",
   "management",
   "workflows",
   "manage",
   "features",
   "notes",
   "objectives"
  ]
 },
 {
  "name": "productlane-automation",
  "description": "Automate Productlane tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/productlane-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/productlane-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Productlane tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with productlane automation",
   "Can you use productlane-automation for my project?",
   "Automate Productlane tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "productlane-automation",
   "automate",
   "productlane",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "project-bubble-automation",
  "description": "Automate Project Bubble tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/project-bubble-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/project-bubble-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Project Bubble tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with project bubble automation",
   "Can you use project-bubble-automation for my project?",
   "Automate Project Bubble tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "project-bubble-automation",
   "automate",
   "project",
   "bubble",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "proofly-automation",
  "description": "Automate Proofly tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/proofly-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/proofly-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Proofly tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with proofly automation",
   "Can you use proofly-automation for my project?",
   "Automate Proofly tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "proofly-automation",
   "automate",
   "proofly",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "proxiedmail-automation",
  "description": "Automate Proxiedmail tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/proxiedmail-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/proxiedmail-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Proxiedmail tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with proxiedmail automation",
   "Can you use proxiedmail-automation for my project?",
   "Automate Proxiedmail tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "proxiedmail-automation",
   "automate",
   "proxiedmail",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "pushbullet-automation",
  "description": "Automate Pushbullet tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/pushbullet-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/pushbullet-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Pushbullet tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with pushbullet automation",
   "Can you use pushbullet-automation for my project?",
   "Automate Pushbullet tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "pushbullet-automation",
   "automate",
   "pushbullet",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "pushover-automation",
  "description": "Automate Pushover tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/pushover-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/pushover-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Pushover tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with pushover automation",
   "Can you use pushover-automation for my project?",
   "Automate Pushover tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "pushover-automation",
   "automate",
   "pushover",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "quaderno-automation",
  "description": "Automate Quaderno tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/quaderno-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/quaderno-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Quaderno tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with quaderno automation",
   "Can you use quaderno-automation for my project?",
   "Automate Quaderno tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "quaderno-automation",
   "automate",
   "quaderno",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "qualaroo-automation",
  "description": "Automate Qualaroo tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/qualaroo-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/qualaroo-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Qualaroo tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with qualaroo automation",
   "Can you use qualaroo-automation for my project?",
   "Automate Qualaroo tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "qualaroo-automation",
   "automate",
   "qualaroo",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "QuickBooks Automation",
  "description": "QuickBooks Automation: manage invoices, customers, accounts, and payments in QuickBooks Online for streamlined bookkeeping",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/quickbooks-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/quickbooks-automation/SKILL.md",
  "category": "business",
  "when_to_use": "Use it for quickBooks Automation: manage invoices, customers, accounts, and payments in QuickBooks Online for streamlined bookkeeping.",
  "example_prompts": [
   "I need help with quickBooks Automation: manage invoices, customers, accounts, and payments in QuickBooks Online",
   "Walk me through QuickBooks Automation step by step",
   "What's the best way to approach QuickBooks Automation for my project?"
  ],
  "keywords": [
   "quickbooks",
   "automation",
   "manage",
   "invoices",
   "customers",
   "accounts",
   "payments",
   "online",
   "streamlined",
   "bookkeeping"
  ]
 },
 {
  "name": "radar-automation",
  "description": "Automate Radar tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/radar-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/radar-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Radar tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with radar automation",
   "Can you use radar-automation for my project?",
   "Automate Radar tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "radar-automation",
   "automate",
   "radar",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "rafflys-automation",
  "description": "Automate Rafflys tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/rafflys-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/rafflys-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Rafflys tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with rafflys automation",
   "Can you use rafflys-automation for my project?",
   "Automate Rafflys tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "rafflys-automation",
   "automate",
   "rafflys",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "ragic-automation",
  "description": "Automate Ragic tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ragic-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ragic-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Ragic tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ragic automation",
   "Can you use ragic-automation for my project?",
   "Automate Ragic tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ragic-automation",
   "automate",
   "ragic",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "raisely-automation",
  "description": "Automate Raisely tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/raisely-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/raisely-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Raisely tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with raisely automation",
   "Can you use raisely-automation for my project?",
   "Automate Raisely tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "raisely-automation",
   "automate",
   "raisely",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Ramp Automation",
  "description": "Ramp Automation: manage corporate card transactions, reimbursements, users, and expense tracking via the Ramp platform",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ramp-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ramp-automation/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it for ramp Automation: manage corporate card transactions, reimbursements, users, and expense tracking via the Ramp platform.",
  "example_prompts": [
   "Can you help me ramp Automation: manage corporate card transactions, reimbursements, users, and expense tracking?",
   "Walk me through Ramp Automation step by step",
   "What's the best way to approach Ramp Automation for my project?"
  ],
  "keywords": [
   "ramp",
   "automation",
   "manage",
   "corporate",
   "card",
   "transactions",
   "reimbursements",
   "users",
   "expense",
   "tracking"
  ]
 },
 {
  "name": "ravenseotools-automation",
  "description": "Automate Ravenseotools tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ravenseotools-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ravenseotools-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Ravenseotools tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ravenseotools automation",
   "Can you use ravenseotools-automation for my project?",
   "Automate Ravenseotools tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ravenseotools-automation",
   "automate",
   "ravenseotools",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "re-amaze-automation",
  "description": "Automate Re Amaze tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/re-amaze-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/re-amaze-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Re Amaze tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with re amaze automation",
   "Can you use re-amaze-automation for my project?",
   "Automate Re Amaze tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "re-amaze-automation",
   "automate",
   "amaze",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "realphonevalidation-automation",
  "description": "Automate Realphonevalidation tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/realphonevalidation-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/realphonevalidation-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Realphonevalidation tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with realphonevalidation automation",
   "Can you use realphonevalidation-automation for my project?",
   "Automate Realphonevalidation tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "realphonevalidation-automation",
   "automate",
   "realphonevalidation",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "recallai-automation",
  "description": "Automate Recallai tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/recallai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/recallai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Recallai tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with recallai automation",
   "Can you use recallai-automation for my project?",
   "Automate Recallai tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "recallai-automation",
   "automate",
   "recallai",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "recruitee-automation",
  "description": "Automate Recruitee tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/recruitee-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/recruitee-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Recruitee tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with recruitee automation",
   "Can you use recruitee-automation for my project?",
   "Automate Recruitee tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "recruitee-automation",
   "automate",
   "recruitee",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "refiner-automation",
  "description": "Automate Refiner tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/refiner-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/refiner-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Refiner tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with refiner automation",
   "Can you use refiner-automation for my project?",
   "Automate Refiner tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "refiner-automation",
   "automate",
   "refiner",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "remarkety-automation",
  "description": "Automate Remarkety tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/remarkety-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/remarkety-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Remarkety tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with remarkety automation",
   "Can you use remarkety-automation for my project?",
   "Automate Remarkety tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "remarkety-automation",
   "automate",
   "remarkety",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "remote-retrieval-automation",
  "description": "Automate Remote Retrieval tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/remote-retrieval-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/remote-retrieval-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Remote Retrieval tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with remote retrieval automation",
   "Can you use remote-retrieval-automation for my project?",
   "Automate Remote Retrieval tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "remote-retrieval-automation",
   "automate",
   "remote",
   "retrieval",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "remove-bg-automation",
  "description": "Automate Remove Bg tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/remove-bg-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/remove-bg-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Remove Bg tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with remove bg automation",
   "Can you use remove-bg-automation for my project?",
   "Automate Remove Bg tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "remove-bg-automation",
   "automate",
   "remove",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "renderform-automation",
  "description": "Automate Renderform tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/renderform-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/renderform-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Renderform tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with renderform automation",
   "Can you use renderform-automation for my project?",
   "Automate Renderform tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "renderform-automation",
   "automate",
   "renderform",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "repairshopr-automation",
  "description": "Automate Repairshopr tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/repairshopr-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/repairshopr-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Repairshopr tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with repairshopr automation",
   "Can you use repairshopr-automation for my project?",
   "Automate Repairshopr tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "repairshopr-automation",
   "automate",
   "repairshopr",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Replicate Automation",
  "description": "Automate Replicate AI model operations -- run predictions, upload files, inspect model schemas, list versions, and manage prediction history via the Composio MCP integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/replicate-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/replicate-automation/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to automate Replicate AI model operations -- run predictions, upload files, inspect model schemas, list versions.",
  "example_prompts": [
   "Can you help me automate Replicate AI model operations -- run predictions, upload files, inspect?",
   "Walk me through Replicate Automation step by step",
   "What's the best way to approach Replicate Automation for my project?"
  ],
  "keywords": [
   "replicate",
   "automation",
   "automate",
   "model",
   "operations",
   "run",
   "predictions",
   "upload",
   "files",
   "inspect"
  ]
 },
 {
  "name": "reply-automation",
  "description": "Automate Reply tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/reply-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/reply-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Reply tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with reply automation",
   "Can you use reply-automation for my project?",
   "Automate Reply tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "reply-automation",
   "automate",
   "reply",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "reply-io-automation",
  "description": "Automate Reply IO tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/reply-io-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/reply-io-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Reply IO tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with reply io automation",
   "Can you use reply-io-automation for my project?",
   "Automate Reply IO tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "reply-io-automation",
   "automate",
   "reply",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "resend-automation",
  "description": "Automate Resend tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/resend-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/resend-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Resend tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with resend automation",
   "Can you use resend-automation for my project?",
   "Automate Resend tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "resend-automation",
   "automate",
   "resend",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "respond-io-automation",
  "description": "Automate Respond IO tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/respond-io-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/respond-io-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Respond IO tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with respond io automation",
   "Can you use respond-io-automation for my project?",
   "Automate Respond IO tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "respond-io-automation",
   "automate",
   "respond",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "retailed-automation",
  "description": "Automate Retailed tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/retailed-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/retailed-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Retailed tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with retailed automation",
   "Can you use retailed-automation for my project?",
   "Automate Retailed tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "retailed-automation",
   "automate",
   "retailed",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "retellai-automation",
  "description": "Automate Retellai tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/retellai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/retellai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Retellai tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with retellai automation",
   "Can you use retellai-automation for my project?",
   "Automate Retellai tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "retellai-automation",
   "automate",
   "retellai",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "retently-automation",
  "description": "Automate Retently tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/retently-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/retently-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Retently tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with retently automation",
   "Can you use retently-automation for my project?",
   "Automate Retently tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "retently-automation",
   "automate",
   "retently",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "rev-ai-automation",
  "description": "Automate Rev AI tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/rev-ai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/rev-ai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Rev AI tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with rev ai automation",
   "Can you use rev-ai-automation for my project?",
   "Automate Rev AI tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "rev-ai-automation",
   "automate",
   "rev",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "revolt-automation",
  "description": "Automate Revolt tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/revolt-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/revolt-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Revolt tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with revolt automation",
   "Can you use revolt-automation for my project?",
   "Automate Revolt tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "revolt-automation",
   "automate",
   "revolt",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "RingCentral Automation",
  "description": "RingCentral automation via Rube MCP -- toolkit not currently available in Composio; no RING_CENTRAL_ tools found",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ring-central-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ring-central-automation/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it for ringCentral automation via Rube MCP -- toolkit not currently available in Composio; no RING_CENTRAL_ tools found.",
  "example_prompts": [
   "I need help with ringCentral automation via Rube MCP -- toolkit not currently available in",
   "Walk me through RingCentral Automation step by step",
   "What's the best way to approach RingCentral Automation for my project?"
  ],
  "keywords": [
   "ringcentral",
   "automation",
   "via",
   "rube",
   "mcp",
   "toolkit",
   "not",
   "currently",
   "available",
   "composio"
  ]
 },
 {
  "name": "ring_central-automation",
  "description": "Automate RingCentral tasks via Rube MCP (Composio): calls, messages, meetings, and unified communications. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ring_central-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ring_central-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate RingCentral tasks via Rube MCP (Composio): calls, messages, meetings, and unified communications.",
  "example_prompts": [
   "Help me with ring central automation",
   "Can you use ring_central-automation for my project?",
   "Automate RingCentral tasks via Rube MCP (Composio): calls, messages, meetings, a — show me how"
  ],
  "keywords": [
   "ring",
   "central-automation",
   "automate",
   "ringcentral",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "calls"
  ]
 },
 {
  "name": "rippling-automation",
  "description": "Automate Rippling tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/rippling-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/rippling-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Rippling tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with rippling automation",
   "Can you use rippling-automation for my project?",
   "Automate Rippling tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "rippling-automation",
   "automate",
   "rippling",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "ritekit-automation",
  "description": "Automate Ritekit tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ritekit-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ritekit-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Ritekit tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ritekit automation",
   "Can you use ritekit-automation for my project?",
   "Automate Ritekit tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ritekit-automation",
   "automate",
   "ritekit",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "rkvst-automation",
  "description": "Automate Rkvst tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/rkvst-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/rkvst-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Rkvst tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with rkvst automation",
   "Can you use rkvst-automation for my project?",
   "Automate Rkvst tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "rkvst-automation",
   "automate",
   "rkvst",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "rocketlane-automation",
  "description": "Automate Rocketlane tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/rocketlane-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/rocketlane-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Rocketlane tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with rocketlane automation",
   "Can you use rocketlane-automation for my project?",
   "Automate Rocketlane tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "rocketlane-automation",
   "automate",
   "rocketlane",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "rootly-automation",
  "description": "Automate Rootly tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/rootly-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/rootly-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Rootly tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with rootly automation",
   "Can you use rootly-automation for my project?",
   "Automate Rootly tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "rootly-automation",
   "automate",
   "rootly",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "rosette-text-analytics-automation",
  "description": "Automate Rosette Text Analytics tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/rosette-text-analytics-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/rosette-text-analytics-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Rosette Text Analytics tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with rosette text analytics automation",
   "Can you use rosette-text-analytics-automation for my project?",
   "Automate Rosette Text Analytics tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "rosette-text-analytics-automation",
   "automate",
   "rosette",
   "text",
   "analytics",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio"
  ]
 },
 {
  "name": "route4me-automation",
  "description": "Automate Route4me tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/route4me-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/route4me-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Route4me tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with route4me automation",
   "Can you use route4me-automation for my project?",
   "Automate Route4me tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "route4me-automation",
   "automate",
   "route4me",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "safetyculture-automation",
  "description": "Automate Safetyculture tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/safetyculture-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/safetyculture-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Safetyculture tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with safetyculture automation",
   "Can you use safetyculture-automation for my project?",
   "Automate Safetyculture tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "safetyculture-automation",
   "automate",
   "safetyculture",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "sage-automation",
  "description": "Automate Sage tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/sage-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/sage-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Sage tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with sage automation",
   "Can you use sage-automation for my project?",
   "Automate Sage tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "sage-automation",
   "automate",
   "sage",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "salesforce-marketing-cloud-automation",
  "description": "Automate Salesforce Marketing Cloud tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/salesforce-marketing-cloud-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/salesforce-marketing-cloud-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Salesforce Marketing Cloud tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with salesforce marketing cloud automation",
   "Can you use salesforce-marketing-cloud-automation for my project?",
   "Automate Salesforce Marketing Cloud tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "salesforce-marketing-cloud-automation",
   "automate",
   "salesforce",
   "marketing",
   "cloud",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio"
  ]
 },
 {
  "name": "salesforce-service-cloud-automation",
  "description": "Automate Salesforce Service Cloud tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/salesforce-service-cloud-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/salesforce-service-cloud-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Salesforce Service Cloud tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with salesforce service cloud automation",
   "Can you use salesforce-service-cloud-automation for my project?",
   "Automate Salesforce Service Cloud tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "salesforce-service-cloud-automation",
   "automate",
   "salesforce",
   "service",
   "cloud",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio"
  ]
 },
 {
  "name": "salesmate-automation",
  "description": "Automate Salesmate tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/salesmate-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/salesmate-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Salesmate tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with salesmate automation",
   "Can you use salesmate-automation for my project?",
   "Automate Salesmate tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "salesmate-automation",
   "automate",
   "salesmate",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "sap-successfactors-automation",
  "description": "Automate SAP SuccessFactors tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/sap-successfactors-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/sap-successfactors-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate SAP SuccessFactors tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with sap successfactors automation",
   "Can you use sap-successfactors-automation for my project?",
   "Automate SAP SuccessFactors tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "sap-successfactors-automation",
   "automate",
   "sap",
   "successfactors",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "satismeter-automation",
  "description": "Automate Satismeter tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/satismeter-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/satismeter-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Satismeter tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with satismeter automation",
   "Can you use satismeter-automation for my project?",
   "Automate Satismeter tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "satismeter-automation",
   "automate",
   "satismeter",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "scrape-do-automation",
  "description": "Automate Scrape Do tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/scrape-do-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/scrape-do-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Scrape Do tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with scrape do automation",
   "Can you use scrape-do-automation for my project?",
   "Automate Scrape Do tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "scrape-do-automation",
   "automate",
   "scrape",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "scrapegraph-ai-automation",
  "description": "Automate Scrapegraph AI tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/scrapegraph-ai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/scrapegraph-ai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Scrapegraph AI tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with scrapegraph ai automation",
   "Can you use scrapegraph-ai-automation for my project?",
   "Automate Scrapegraph AI tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "scrapegraph-ai-automation",
   "automate",
   "scrapegraph",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "scrapfly-automation",
  "description": "Automate Scrapfly tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/scrapfly-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/scrapfly-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Scrapfly tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with scrapfly automation",
   "Can you use scrapfly-automation for my project?",
   "Automate Scrapfly tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "scrapfly-automation",
   "automate",
   "scrapfly",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "scrapingant-automation",
  "description": "Automate Scrapingant tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/scrapingant-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/scrapingant-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Scrapingant tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with scrapingant automation",
   "Can you use scrapingant-automation for my project?",
   "Automate Scrapingant tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "scrapingant-automation",
   "automate",
   "scrapingant",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "scrapingbee-automation",
  "description": "Automate Scrapingbee tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/scrapingbee-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/scrapingbee-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Scrapingbee tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with scrapingbee automation",
   "Can you use scrapingbee-automation for my project?",
   "Automate Scrapingbee tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "scrapingbee-automation",
   "automate",
   "scrapingbee",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "screenshot-fyi-automation",
  "description": "Automate Screenshot Fyi tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/screenshot-fyi-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/screenshot-fyi-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Screenshot Fyi tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with screenshot fyi automation",
   "Can you use screenshot-fyi-automation for my project?",
   "Automate Screenshot Fyi tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "screenshot-fyi-automation",
   "automate",
   "screenshot",
   "fyi",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "screenshotone-automation",
  "description": "Automate Screenshotone tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/screenshotone-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/screenshotone-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Screenshotone tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with screenshotone automation",
   "Can you use screenshotone-automation for my project?",
   "Automate Screenshotone tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "screenshotone-automation",
   "automate",
   "screenshotone",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "seat-geek-automation",
  "description": "Automate Seat Geek tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/seat-geek-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/seat-geek-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Seat Geek tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with seat geek automation",
   "Can you use seat-geek-automation for my project?",
   "Automate Seat Geek tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "seat-geek-automation",
   "automate",
   "seat",
   "geek",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "securitytrails-automation",
  "description": "Automate Securitytrails tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/securitytrails-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/securitytrails-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Securitytrails tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with securitytrails automation",
   "Can you use securitytrails-automation for my project?",
   "Automate Securitytrails tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "securitytrails-automation",
   "automate",
   "securitytrails",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "segmetrics-automation",
  "description": "Automate Segmetrics tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/segmetrics-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/segmetrics-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Segmetrics tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with segmetrics automation",
   "Can you use segmetrics-automation for my project?",
   "Automate Segmetrics tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "segmetrics-automation",
   "automate",
   "segmetrics",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "seismic-automation",
  "description": "Automate Seismic tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/seismic-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/seismic-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Seismic tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with seismic automation",
   "Can you use seismic-automation for my project?",
   "Automate Seismic tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "seismic-automation",
   "automate",
   "seismic",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "semanticscholar-automation",
  "description": "Automate Semanticscholar tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/semanticscholar-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/semanticscholar-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Semanticscholar tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with semanticscholar automation",
   "Can you use semanticscholar-automation for my project?",
   "Automate Semanticscholar tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "semanticscholar-automation",
   "automate",
   "semanticscholar",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "SEMrush Automation",
  "description": "Automate SEO analysis with SEMrush -- research keywords, analyze domain organic rankings, audit backlinks, assess keyword difficulty, and discover related terms through the Composio SEMrush integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/semrush-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/semrush-automation/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to automate SEO analysis with SEMrush -- research.",
  "example_prompts": [
   "Can you help me automate SEO analysis with SEMrush -- research?",
   "Walk me through SEMrush Automation step by step",
   "What's the best way to approach SEMrush Automation for my project?"
  ],
  "keywords": [
   "semrush",
   "automation",
   "automate",
   "seo",
   "analysis",
   "research",
   "keywords",
   "analyze",
   "domain",
   "organic"
  ]
 },
 {
  "name": "sendbird-ai-chabot-automation",
  "description": "Automate Sendbird AI Chabot tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/sendbird-ai-chabot-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/sendbird-ai-chabot-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Sendbird AI Chabot tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with sendbird ai chabot automation",
   "Can you use sendbird-ai-chabot-automation for my project?",
   "Automate Sendbird AI Chabot tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "sendbird-ai-chabot-automation",
   "automate",
   "sendbird",
   "chabot",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "sendbird-automation",
  "description": "Automate Sendbird tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/sendbird-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/sendbird-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Sendbird tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with sendbird automation",
   "Can you use sendbird-automation for my project?",
   "Automate Sendbird tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "sendbird-automation",
   "automate",
   "sendbird",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "sendfox-automation",
  "description": "Automate Sendfox tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/sendfox-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/sendfox-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Sendfox tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with sendfox automation",
   "Can you use sendfox-automation for my project?",
   "Automate Sendfox tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "sendfox-automation",
   "automate",
   "sendfox",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "sendlane-automation",
  "description": "Automate Sendlane tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/sendlane-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/sendlane-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Sendlane tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with sendlane automation",
   "Can you use sendlane-automation for my project?",
   "Automate Sendlane tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "sendlane-automation",
   "automate",
   "sendlane",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "sendloop-automation",
  "description": "Automate Sendloop tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/sendloop-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/sendloop-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Sendloop tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with sendloop automation",
   "Can you use sendloop-automation for my project?",
   "Automate Sendloop tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "sendloop-automation",
   "automate",
   "sendloop",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "sendspark-automation",
  "description": "Automate Sendspark tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/sendspark-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/sendspark-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Sendspark tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with sendspark automation",
   "Can you use sendspark-automation for my project?",
   "Automate Sendspark tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "sendspark-automation",
   "automate",
   "sendspark",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "sensibo-automation",
  "description": "Automate Sensibo tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/sensibo-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/sensibo-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Sensibo tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with sensibo automation",
   "Can you use sensibo-automation for my project?",
   "Automate Sensibo tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "sensibo-automation",
   "automate",
   "sensibo",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "seqera-automation",
  "description": "Automate Seqera tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/seqera-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/seqera-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Seqera tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with seqera automation",
   "Can you use seqera-automation for my project?",
   "Automate Seqera tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "seqera-automation",
   "automate",
   "seqera",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "serpapi-automation",
  "description": "Automate Serpapi tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/serpapi-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/serpapi-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Serpapi tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with serpapi automation",
   "Can you use serpapi-automation for my project?",
   "Automate Serpapi tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "serpapi-automation",
   "automate",
   "serpapi",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "serpdog-automation",
  "description": "Automate Serpdog tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/serpdog-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/serpdog-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Serpdog tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with serpdog automation",
   "Can you use serpdog-automation for my project?",
   "Automate Serpdog tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "serpdog-automation",
   "automate",
   "serpdog",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "serply-automation",
  "description": "Automate Serply tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/serply-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/serply-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Serply tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with serply automation",
   "Can you use serply-automation for my project?",
   "Automate Serply tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "serply-automation",
   "automate",
   "serply",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "servicem8-automation",
  "description": "Automate Servicem8 tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/servicem8-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/servicem8-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Servicem8 tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with servicem8 automation",
   "Can you use servicem8-automation for my project?",
   "Automate Servicem8 tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "servicem8-automation",
   "automate",
   "servicem8",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "sevdesk-automation",
  "description": "Automate Sevdesk tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/sevdesk-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/sevdesk-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Sevdesk tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with sevdesk automation",
   "Can you use sevdesk-automation for my project?",
   "Automate Sevdesk tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "sevdesk-automation",
   "automate",
   "sevdesk",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "SharePoint Automation",
  "description": "SharePoint Automation: manage sites, lists, documents, folders, pages, and search content across SharePoint and OneDrive",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/share-point-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/share-point-automation/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it for sharePoint Automation: manage sites, lists, documents, folders, pages, and search content across SharePoint and OneDrive.",
  "example_prompts": [
   "I need help with sharePoint Automation: manage sites, lists, documents, folders, pages, and search content",
   "Walk me through SharePoint Automation step by step",
   "What's the best way to approach SharePoint Automation for my project?"
  ],
  "keywords": [
   "sharepoint",
   "automation",
   "manage",
   "sites",
   "lists",
   "documents",
   "folders",
   "pages",
   "search",
   "content"
  ]
 },
 {
  "name": "share_point-automation",
  "description": "Automate SharePoint tasks via Rube MCP (Composio): document libraries, sites, lists, and content management. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/share_point-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/share_point-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate SharePoint tasks via Rube MCP (Composio): document libraries, sites, lists, and content management.",
  "example_prompts": [
   "Help me with share point automation",
   "Can you use share_point-automation for my project?",
   "Automate SharePoint tasks via Rube MCP (Composio): document libraries, sites, li — show me how"
  ],
  "keywords": [
   "share",
   "point-automation",
   "automate",
   "sharepoint",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "document"
  ]
 },
 {
  "name": "shipengine-automation",
  "description": "Automate Shipengine tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/shipengine-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/shipengine-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Shipengine tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with shipengine automation",
   "Can you use shipengine-automation for my project?",
   "Automate Shipengine tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "shipengine-automation",
   "automate",
   "shipengine",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "short-io-automation",
  "description": "Automate Short IO tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/short-io-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/short-io-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Short IO tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with short io automation",
   "Can you use short-io-automation for my project?",
   "Automate Short IO tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "short-io-automation",
   "automate",
   "short",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "short-menu-automation",
  "description": "Automate Short Menu tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/short-menu-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/short-menu-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Short Menu tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with short menu automation",
   "Can you use short-menu-automation for my project?",
   "Automate Short Menu tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "short-menu-automation",
   "automate",
   "short",
   "menu",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "Shortcut Automation",
  "description": "Automate project management workflows in Shortcut -- create stories, manage tasks, track epics, and organize workflows through natural language commands.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/shortcut-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/shortcut-automation/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to automate project management workflows in Shortcut -- create stories, manage tasks, track epics.",
  "example_prompts": [
   "Can you help me automate project management workflows in Shortcut -- create stories, manage tasks?",
   "Walk me through Shortcut Automation step by step",
   "What's the best way to approach Shortcut Automation for my project?"
  ],
  "keywords": [
   "shortcut",
   "automation",
   "automate",
   "project",
   "management",
   "workflows",
   "create",
   "stories",
   "manage",
   "tasks"
  ]
 },
 {
  "name": "shorten-rest-automation",
  "description": "Automate Shorten Rest tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/shorten-rest-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/shorten-rest-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Shorten Rest tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with shorten rest automation",
   "Can you use shorten-rest-automation for my project?",
   "Automate Shorten Rest tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "shorten-rest-automation",
   "automate",
   "shorten",
   "rest",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "shortpixel-automation",
  "description": "Automate Shortpixel tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/shortpixel-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/shortpixel-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Shortpixel tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with shortpixel automation",
   "Can you use shortpixel-automation for my project?",
   "Automate Shortpixel tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "shortpixel-automation",
   "automate",
   "shortpixel",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "shotstack-automation",
  "description": "Automate Shotstack tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/shotstack-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/shotstack-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Shotstack tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with shotstack automation",
   "Can you use shotstack-automation for my project?",
   "Automate Shotstack tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "shotstack-automation",
   "automate",
   "shotstack",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "sidetracker-automation",
  "description": "Automate Sidetracker tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/sidetracker-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/sidetracker-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Sidetracker tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with sidetracker automation",
   "Can you use sidetracker-automation for my project?",
   "Automate Sidetracker tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "sidetracker-automation",
   "automate",
   "sidetracker",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "signaturely-automation",
  "description": "Automate Signaturely tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/signaturely-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/signaturely-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Signaturely tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with signaturely automation",
   "Can you use signaturely-automation for my project?",
   "Automate Signaturely tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "signaturely-automation",
   "automate",
   "signaturely",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "signpath-automation",
  "description": "Automate Signpath tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/signpath-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/signpath-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Signpath tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with signpath automation",
   "Can you use signpath-automation for my project?",
   "Automate Signpath tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "signpath-automation",
   "automate",
   "signpath",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "signwell-automation",
  "description": "Automate Signwell tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/signwell-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/signwell-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Signwell tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with signwell automation",
   "Can you use signwell-automation for my project?",
   "Automate Signwell tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "signwell-automation",
   "automate",
   "signwell",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "similarweb-digitalrank-api-automation",
  "description": "Automate SimilarWeb tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/similarweb-digitalrank-api-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/similarweb-digitalrank-api-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate SimilarWeb tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with similarweb digitalrank api automation",
   "Can you use similarweb-digitalrank-api-automation for my project?",
   "Automate SimilarWeb tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "similarweb-digitalrank-api-automation",
   "automate",
   "similarweb",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "similarweb_digitalrank_api-automation",
  "description": "Automate SimilarWeb tasks via Rube MCP (Composio): website traffic, rankings, and digital market intelligence. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/similarweb_digitalrank_api-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/similarweb_digitalrank_api-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate SimilarWeb tasks via Rube MCP (Composio): website traffic, rankings, and digital market intelligence.",
  "example_prompts": [
   "Help me with similarweb digitalrank api automation",
   "Can you use similarweb_digitalrank_api-automation for my project?",
   "Automate SimilarWeb tasks via Rube MCP (Composio): website traffic, rankings, an — show me how"
  ],
  "keywords": [
   "similarweb",
   "digitalrank",
   "api-automation",
   "automate",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "website"
  ]
 },
 {
  "name": "simla-com-automation",
  "description": "Automate Simla Com tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/simla-com-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/simla-com-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Simla Com tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with simla com automation",
   "Can you use simla-com-automation for my project?",
   "Automate Simla Com tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "simla-com-automation",
   "automate",
   "simla",
   "com",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "simple-analytics-automation",
  "description": "Automate Simple Analytics tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/simple-analytics-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/simple-analytics-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Simple Analytics tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with simple analytics automation",
   "Can you use simple-analytics-automation for my project?",
   "Automate Simple Analytics tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "simple-analytics-automation",
   "automate",
   "simple",
   "analytics",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "simplesat-automation",
  "description": "Automate Simplesat tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/simplesat-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/simplesat-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Simplesat tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with simplesat automation",
   "Can you use simplesat-automation for my project?",
   "Automate Simplesat tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "simplesat-automation",
   "automate",
   "simplesat",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "sitespeakai-automation",
  "description": "Automate Sitespeakai tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/sitespeakai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/sitespeakai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Sitespeakai tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with sitespeakai automation",
   "Can you use sitespeakai-automation for my project?",
   "Automate Sitespeakai tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "sitespeakai-automation",
   "automate",
   "sitespeakai",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "skyfire-automation",
  "description": "Automate Skyfire tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/skyfire-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/skyfire-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Skyfire tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with skyfire automation",
   "Can you use skyfire-automation for my project?",
   "Automate Skyfire tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "skyfire-automation",
   "automate",
   "skyfire",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "slackbot-automation",
  "description": "Automate Slackbot tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/slackbot-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/slackbot-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Slackbot tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with slackbot automation",
   "Can you use slackbot-automation for my project?",
   "Automate Slackbot tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "slackbot-automation",
   "automate",
   "slackbot",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "smartproxy-automation",
  "description": "Automate Smartproxy tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/smartproxy-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/smartproxy-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Smartproxy tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with smartproxy automation",
   "Can you use smartproxy-automation for my project?",
   "Automate Smartproxy tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "smartproxy-automation",
   "automate",
   "smartproxy",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "smartrecruiters-automation",
  "description": "Automate Smartrecruiters tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/smartrecruiters-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/smartrecruiters-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Smartrecruiters tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with smartrecruiters automation",
   "Can you use smartrecruiters-automation for my project?",
   "Automate Smartrecruiters tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "smartrecruiters-automation",
   "automate",
   "smartrecruiters",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "sms-alert-automation",
  "description": "Automate SMS Alert tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/sms-alert-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/sms-alert-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate SMS Alert tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with sms alert automation",
   "Can you use sms-alert-automation for my project?",
   "Automate SMS Alert tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "sms-alert-automation",
   "automate",
   "sms",
   "alert",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "smtp2go-automation",
  "description": "Automate Smtp2go tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/smtp2go-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/smtp2go-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Smtp2go tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with smtp2go automation",
   "Can you use smtp2go-automation for my project?",
   "Automate Smtp2go tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "smtp2go-automation",
   "automate",
   "smtp2go",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "smugmug-automation",
  "description": "Automate Smugmug tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/smugmug-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/smugmug-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Smugmug tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with smugmug automation",
   "Can you use smugmug-automation for my project?",
   "Automate Smugmug tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "smugmug-automation",
   "automate",
   "smugmug",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Snowflake Automation",
  "description": "Automate Snowflake data warehouse operations -- list databases, schemas, and tables, execute SQL statements, and manage data workflows via the Composio MCP integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/snowflake-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/snowflake-automation/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to automate Snowflake data warehouse operations -- list databases, schemas, and tables, execute SQL statements.",
  "example_prompts": [
   "Can you help me automate Snowflake data warehouse operations -- list databases, schemas, and tables?",
   "Walk me through Snowflake Automation step by step",
   "What's the best way to approach Snowflake Automation for my project?"
  ],
  "keywords": [
   "snowflake",
   "automation",
   "automate",
   "data",
   "warehouse",
   "operations",
   "list",
   "databases",
   "schemas",
   "tables"
  ]
 },
 {
  "name": "sourcegraph-automation",
  "description": "Automate Sourcegraph tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/sourcegraph-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/sourcegraph-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Sourcegraph tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with sourcegraph automation",
   "Can you use sourcegraph-automation for my project?",
   "Automate Sourcegraph tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "sourcegraph-automation",
   "automate",
   "sourcegraph",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "splitwise-automation",
  "description": "Automate Splitwise tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/splitwise-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/splitwise-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Splitwise tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with splitwise automation",
   "Can you use splitwise-automation for my project?",
   "Automate Splitwise tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "splitwise-automation",
   "automate",
   "splitwise",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "spoki-automation",
  "description": "Automate Spoki tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/spoki-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/spoki-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Spoki tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with spoki automation",
   "Can you use spoki-automation for my project?",
   "Automate Spoki tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "spoki-automation",
   "automate",
   "spoki",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "spondyr-automation",
  "description": "Automate Spondyr tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/spondyr-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/spondyr-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Spondyr tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with spondyr automation",
   "Can you use spondyr-automation for my project?",
   "Automate Spondyr tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "spondyr-automation",
   "automate",
   "spondyr",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Spotify Automation",
  "description": "Automate Spotify workflows including playlist management, music search, playback control, and user profile access via Composio",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/spotify-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/spotify-automation/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to automate Spotify workflows including playlist management, music search, playback control, and user profile access via Composio.",
  "example_prompts": [
   "Can you help me automate Spotify workflows including playlist management, music search, playback control?",
   "Walk me through Spotify Automation step by step",
   "What's the best way to approach Spotify Automation for my project?"
  ],
  "keywords": [
   "spotify",
   "automation",
   "automate",
   "workflows",
   "including",
   "playlist",
   "management",
   "music",
   "search",
   "playback"
  ]
 },
 {
  "name": "spotlightr-automation",
  "description": "Automate Spotlightr tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/spotlightr-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/spotlightr-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Spotlightr tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with spotlightr automation",
   "Can you use spotlightr-automation for my project?",
   "Automate Spotlightr tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "spotlightr-automation",
   "automate",
   "spotlightr",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "sslmate-cert-spotter-api-automation",
  "description": "Automate Sslmate Cert Spotter API tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/sslmate-cert-spotter-api-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/sslmate-cert-spotter-api-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Sslmate Cert Spotter API tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with sslmate cert spotter api automation",
   "Can you use sslmate-cert-spotter-api-automation for my project?",
   "Automate Sslmate Cert Spotter API tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "sslmate-cert-spotter-api-automation",
   "automate",
   "sslmate",
   "cert",
   "spotter",
   "api",
   "tasks",
   "via",
   "rube",
   "mcp"
  ]
 },
 {
  "name": "stack-exchange-automation",
  "description": "Automate Stack Exchange tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/stack-exchange-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/stack-exchange-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Stack Exchange tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with stack exchange automation",
   "Can you use stack-exchange-automation for my project?",
   "Automate Stack Exchange tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "stack-exchange-automation",
   "automate",
   "stack",
   "exchange",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "stannp-automation",
  "description": "Automate Stannp tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/stannp-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/stannp-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Stannp tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with stannp automation",
   "Can you use stannp-automation for my project?",
   "Automate Stannp tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "stannp-automation",
   "automate",
   "stannp",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "starton-automation",
  "description": "Automate Starton tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/starton-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/starton-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Starton tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with starton automation",
   "Can you use starton-automation for my project?",
   "Automate Starton tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "starton-automation",
   "automate",
   "starton",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "statuscake-automation",
  "description": "Automate Statuscake tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/statuscake-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/statuscake-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Statuscake tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with statuscake automation",
   "Can you use statuscake-automation for my project?",
   "Automate Statuscake tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "statuscake-automation",
   "automate",
   "statuscake",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "storeganise-automation",
  "description": "Automate Storeganise tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/storeganise-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/storeganise-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Storeganise tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with storeganise automation",
   "Can you use storeganise-automation for my project?",
   "Automate Storeganise tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "storeganise-automation",
   "automate",
   "storeganise",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "storerocket-automation",
  "description": "Automate Storerocket tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/storerocket-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/storerocket-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Storerocket tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with storerocket automation",
   "Can you use storerocket-automation for my project?",
   "Automate Storerocket tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "storerocket-automation",
   "automate",
   "storerocket",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "stormglass-io-automation",
  "description": "Automate Stormglass IO tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/stormglass-io-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/stormglass-io-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Stormglass IO tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with stormglass io automation",
   "Can you use stormglass-io-automation for my project?",
   "Automate Stormglass IO tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "stormglass-io-automation",
   "automate",
   "stormglass",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "strava-automation",
  "description": "Automate Strava tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/strava-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/strava-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Strava tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with strava automation",
   "Can you use strava-automation for my project?",
   "Automate Strava tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "strava-automation",
   "automate",
   "strava",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "streamtime-automation",
  "description": "Automate Streamtime tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/streamtime-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/streamtime-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Streamtime tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with streamtime automation",
   "Can you use streamtime-automation for my project?",
   "Automate Streamtime tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "streamtime-automation",
   "automate",
   "streamtime",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "supadata-automation",
  "description": "Automate Supadata tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/supadata-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/supadata-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Supadata tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with supadata automation",
   "Can you use supadata-automation for my project?",
   "Automate Supadata tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "supadata-automation",
   "automate",
   "supadata",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "superchat-automation",
  "description": "Automate Superchat tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/superchat-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/superchat-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Superchat tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with superchat automation",
   "Can you use superchat-automation for my project?",
   "Automate Superchat tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "superchat-automation",
   "automate",
   "superchat",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "supportbee-automation",
  "description": "Automate Supportbee tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/supportbee-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/supportbee-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Supportbee tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with supportbee automation",
   "Can you use supportbee-automation for my project?",
   "Automate Supportbee tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "supportbee-automation",
   "automate",
   "supportbee",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "supportivekoala-automation",
  "description": "Automate Supportivekoala tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/supportivekoala-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/supportivekoala-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Supportivekoala tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with supportivekoala automation",
   "Can you use supportivekoala-automation for my project?",
   "Automate Supportivekoala tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "supportivekoala-automation",
   "automate",
   "supportivekoala",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "SurveyMonkey Automation",
  "description": "Automate SurveyMonkey survey creation, response collection, collector management, and survey discovery through natural language commands",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/survey-monkey-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/survey-monkey-automation/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to automate SurveyMonkey survey creation, response collection, collector management.",
  "example_prompts": [
   "Can you help me automate SurveyMonkey survey creation, response collection, collector management?",
   "Walk me through SurveyMonkey Automation step by step",
   "What's the best way to approach SurveyMonkey Automation for my project?"
  ],
  "keywords": [
   "surveymonkey",
   "automation",
   "automate",
   "survey",
   "creation",
   "response",
   "collection",
   "collector",
   "management",
   "discovery"
  ]
 },
 {
  "name": "survey_monkey-automation",
  "description": "Automate SurveyMonkey tasks via Rube MCP (Composio): surveys, responses, collectors, and survey analytics. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/survey_monkey-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/survey_monkey-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate SurveyMonkey tasks via Rube MCP (Composio): surveys, responses, collectors, and survey analytics.",
  "example_prompts": [
   "Help me with survey monkey automation",
   "Can you use survey_monkey-automation for my project?",
   "Automate SurveyMonkey tasks via Rube MCP (Composio): surveys, responses, collect — show me how"
  ],
  "keywords": [
   "survey",
   "monkey-automation",
   "automate",
   "surveymonkey",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "surveys"
  ]
 },
 {
  "name": "svix-automation",
  "description": "Automate Svix tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/svix-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/svix-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Svix tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with svix automation",
   "Can you use svix-automation for my project?",
   "Automate Svix tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "svix-automation",
   "automate",
   "svix",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "sympla-automation",
  "description": "Automate Sympla tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/sympla-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/sympla-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Sympla tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with sympla automation",
   "Can you use sympla-automation for my project?",
   "Automate Sympla tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "sympla-automation",
   "automate",
   "sympla",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "synthflow-ai-automation",
  "description": "Automate Synthflow AI tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/synthflow-ai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/synthflow-ai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Synthflow AI tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with synthflow ai automation",
   "Can you use synthflow-ai-automation for my project?",
   "Automate Synthflow AI tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "synthflow-ai-automation",
   "automate",
   "synthflow",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "taggun-automation",
  "description": "Automate Taggun tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/taggun-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/taggun-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Taggun tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with taggun automation",
   "Can you use taggun-automation for my project?",
   "Automate Taggun tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "taggun-automation",
   "automate",
   "taggun",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "talenthr-automation",
  "description": "Automate Talenthr tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/talenthr-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/talenthr-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Talenthr tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with talenthr automation",
   "Can you use talenthr-automation for my project?",
   "Automate Talenthr tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "talenthr-automation",
   "automate",
   "talenthr",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "tally-automation",
  "description": "Automate Tally tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/tally-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/tally-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Tally tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with tally automation",
   "Can you use tally-automation for my project?",
   "Automate Tally tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "tally-automation",
   "automate",
   "tally",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "tapfiliate-automation",
  "description": "Automate Tapfiliate tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/tapfiliate-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/tapfiliate-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Tapfiliate tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with tapfiliate automation",
   "Can you use tapfiliate-automation for my project?",
   "Automate Tapfiliate tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "tapfiliate-automation",
   "automate",
   "tapfiliate",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "tapform-automation",
  "description": "Automate Tapform tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/tapform-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/tapform-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Tapform tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with tapform automation",
   "Can you use tapform-automation for my project?",
   "Automate Tapform tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "tapform-automation",
   "automate",
   "tapform",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "tavily-automation",
  "description": "Automate Tavily tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/tavily-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/tavily-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Tavily tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with tavily automation",
   "Can you use tavily-automation for my project?",
   "Automate Tavily tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "tavily-automation",
   "automate",
   "tavily",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "taxjar-automation",
  "description": "Automate Taxjar tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/taxjar-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/taxjar-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Taxjar tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with taxjar automation",
   "Can you use taxjar-automation for my project?",
   "Automate Taxjar tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "taxjar-automation",
   "automate",
   "taxjar",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "teamcamp-automation",
  "description": "Automate Teamcamp tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/teamcamp-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/teamcamp-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Teamcamp tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with teamcamp automation",
   "Can you use teamcamp-automation for my project?",
   "Automate Teamcamp tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "teamcamp-automation",
   "automate",
   "teamcamp",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "telnyx-automation",
  "description": "Automate Telnyx tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/telnyx-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/telnyx-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Telnyx tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with telnyx automation",
   "Can you use telnyx-automation for my project?",
   "Automate Telnyx tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "telnyx-automation",
   "automate",
   "telnyx",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "teltel-automation",
  "description": "Automate Teltel tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/teltel-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/teltel-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Teltel tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with teltel automation",
   "Can you use teltel-automation for my project?",
   "Automate Teltel tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "teltel-automation",
   "automate",
   "teltel",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "templated-automation",
  "description": "Automate Templated tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/templated-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/templated-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Templated tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with templated automation",
   "Can you use templated-automation for my project?",
   "Automate Templated tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "templated-automation",
   "automate",
   "templated",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "test-app-automation",
  "description": "Automate Test App tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/test-app-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/test-app-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Test App tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with test app automation",
   "Can you use test-app-automation for my project?",
   "Automate Test App tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "test-app-automation",
   "automate",
   "test",
   "app",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "text-to-pdf-automation",
  "description": "Automate Text To PDF tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/text-to-pdf-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/text-to-pdf-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Text To PDF tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with text to pdf automation",
   "Can you use text-to-pdf-automation for my project?",
   "Automate Text To PDF tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "text-to-pdf-automation",
   "automate",
   "text",
   "pdf",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "textcortex-automation",
  "description": "Automate Textcortex tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/textcortex-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/textcortex-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Textcortex tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with textcortex automation",
   "Can you use textcortex-automation for my project?",
   "Automate Textcortex tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "textcortex-automation",
   "automate",
   "textcortex",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "textit-automation",
  "description": "Automate Textit tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/textit-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/textit-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Textit tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with textit automation",
   "Can you use textit-automation for my project?",
   "Automate Textit tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "textit-automation",
   "automate",
   "textit",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "textrazor-automation",
  "description": "Automate Textrazor tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/textrazor-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/textrazor-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Textrazor tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with textrazor automation",
   "Can you use textrazor-automation for my project?",
   "Automate Textrazor tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "textrazor-automation",
   "automate",
   "textrazor",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "thanks-io-automation",
  "description": "Automate Thanks IO tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/thanks-io-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/thanks-io-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Thanks IO tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with thanks io automation",
   "Can you use thanks-io-automation for my project?",
   "Automate Thanks IO tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "thanks-io-automation",
   "automate",
   "thanks",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "the-odds-api-automation",
  "description": "Automate The Odds API tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/the-odds-api-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/the-odds-api-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate The Odds API tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with the odds api automation",
   "Can you use the-odds-api-automation for my project?",
   "Automate The Odds API tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "the-odds-api-automation",
   "automate",
   "odds",
   "api",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "ticketmaster-automation",
  "description": "Automate Ticketmaster tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ticketmaster-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ticketmaster-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Ticketmaster tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ticketmaster automation",
   "Can you use ticketmaster-automation for my project?",
   "Automate Ticketmaster tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ticketmaster-automation",
   "automate",
   "ticketmaster",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "ticktick-automation",
  "description": "Automate Ticktick tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ticktick-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ticktick-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Ticktick tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ticktick automation",
   "Can you use ticktick-automation for my project?",
   "Automate Ticktick tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ticktick-automation",
   "automate",
   "ticktick",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "timecamp-automation",
  "description": "Automate Timecamp tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/timecamp-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/timecamp-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Timecamp tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with timecamp automation",
   "Can you use timecamp-automation for my project?",
   "Automate Timecamp tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "timecamp-automation",
   "automate",
   "timecamp",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "timekit-automation",
  "description": "Automate Timekit tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/timekit-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/timekit-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Timekit tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with timekit automation",
   "Can you use timekit-automation for my project?",
   "Automate Timekit tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "timekit-automation",
   "automate",
   "timekit",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "timelinesai-automation",
  "description": "Automate Timelinesai tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/timelinesai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/timelinesai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Timelinesai tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with timelinesai automation",
   "Can you use timelinesai-automation for my project?",
   "Automate Timelinesai tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "timelinesai-automation",
   "automate",
   "timelinesai",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "timelink-automation",
  "description": "Automate Timelink tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/timelink-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/timelink-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Timelink tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with timelink automation",
   "Can you use timelink-automation for my project?",
   "Automate Timelink tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "timelink-automation",
   "automate",
   "timelink",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "timely-automation",
  "description": "Automate Timely tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/timely-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/timely-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Timely tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with timely automation",
   "Can you use timely-automation for my project?",
   "Automate Timely tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "timely-automation",
   "automate",
   "timely",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "tinyurl-automation",
  "description": "Automate Tinyurl tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/tinyurl-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/tinyurl-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Tinyurl tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with tinyurl automation",
   "Can you use tinyurl-automation for my project?",
   "Automate Tinyurl tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "tinyurl-automation",
   "automate",
   "tinyurl",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "tisane-automation",
  "description": "Automate Tisane tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/tisane-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/tisane-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Tisane tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with tisane automation",
   "Can you use tisane-automation for my project?",
   "Automate Tisane tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "tisane-automation",
   "automate",
   "tisane",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Toggl Automation",
  "description": "Automate time tracking workflows in Toggl Track -- create time entries, manage projects, clients, tags, and workspaces through natural language commands.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/toggl-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/toggl-automation/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to automate time tracking workflows in Toggl Track -- create time entries, manage projects, clients, tags.",
  "example_prompts": [
   "Can you help me automate time tracking workflows in Toggl Track -- create time entries?",
   "Walk me through Toggl Automation step by step",
   "What's the best way to approach Toggl Automation for my project?"
  ],
  "keywords": [
   "toggl",
   "automation",
   "automate",
   "time",
   "tracking",
   "workflows",
   "track",
   "create",
   "entries",
   "manage"
  ]
 },
 {
  "name": "token-metrics-automation",
  "description": "Automate Token Metrics tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/token-metrics-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/token-metrics-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Token Metrics tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with token metrics automation",
   "Can you use token-metrics-automation for my project?",
   "Automate Token Metrics tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "token-metrics-automation",
   "automate",
   "token",
   "metrics",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "tomba-automation",
  "description": "Automate Tomba tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/tomba-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/tomba-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Tomba tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with tomba automation",
   "Can you use tomba-automation for my project?",
   "Automate Tomba tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "tomba-automation",
   "automate",
   "tomba",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "tomtom-automation",
  "description": "Automate Tomtom tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/tomtom-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/tomtom-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Tomtom tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with tomtom automation",
   "Can you use tomtom-automation for my project?",
   "Automate Tomtom tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "tomtom-automation",
   "automate",
   "tomtom",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "toneden-automation",
  "description": "Automate Toneden tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/toneden-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/toneden-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Toneden tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with toneden automation",
   "Can you use toneden-automation for my project?",
   "Automate Toneden tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "toneden-automation",
   "automate",
   "toneden",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "tpscheck-automation",
  "description": "Automate Tpscheck tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/tpscheck-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/tpscheck-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Tpscheck tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with tpscheck automation",
   "Can you use tpscheck-automation for my project?",
   "Automate Tpscheck tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "tpscheck-automation",
   "automate",
   "tpscheck",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "triggercmd-automation",
  "description": "Automate Triggercmd tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/triggercmd-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/triggercmd-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Triggercmd tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with triggercmd automation",
   "Can you use triggercmd-automation for my project?",
   "Automate Triggercmd tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "triggercmd-automation",
   "automate",
   "triggercmd",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "tripadvisor-content-api-automation",
  "description": "Automate TripAdvisor tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/tripadvisor-content-api-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/tripadvisor-content-api-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate TripAdvisor tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with tripadvisor content api automation",
   "Can you use tripadvisor-content-api-automation for my project?",
   "Automate TripAdvisor tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "tripadvisor-content-api-automation",
   "automate",
   "tripadvisor",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "turbot-pipes-automation",
  "description": "Automate Turbot Pipes tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/turbot-pipes-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/turbot-pipes-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Turbot Pipes tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with turbot pipes automation",
   "Can you use turbot-pipes-automation for my project?",
   "Automate Turbot Pipes tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "turbot-pipes-automation",
   "automate",
   "turbot",
   "pipes",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "turso-automation",
  "description": "Automate Turso tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/turso-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/turso-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Turso tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with turso automation",
   "Can you use turso-automation for my project?",
   "Automate Turso tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "turso-automation",
   "automate",
   "turso",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "twelve-data-automation",
  "description": "Automate Twelve Data tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/twelve-data-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/twelve-data-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Twelve Data tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with twelve data automation",
   "Can you use twelve-data-automation for my project?",
   "Automate Twelve Data tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "twelve-data-automation",
   "automate",
   "twelve",
   "data",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "twitch-automation",
  "description": "Automate Twitch tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/twitch-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/twitch-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Twitch tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with twitch automation",
   "Can you use twitch-automation for my project?",
   "Automate Twitch tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "twitch-automation",
   "automate",
   "twitch",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "twocaptcha-automation",
  "description": "Automate Twocaptcha tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/twocaptcha-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/twocaptcha-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Twocaptcha tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with twocaptcha automation",
   "Can you use twocaptcha-automation for my project?",
   "Automate Twocaptcha tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "twocaptcha-automation",
   "automate",
   "twocaptcha",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "typefully-automation",
  "description": "Automate Typefully tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/typefully-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/typefully-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Typefully tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with typefully automation",
   "Can you use typefully-automation for my project?",
   "Automate Typefully tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "typefully-automation",
   "automate",
   "typefully",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "typless-automation",
  "description": "Automate Typless tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/typless-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/typless-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Typless tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with typless automation",
   "Can you use typless-automation for my project?",
   "Automate Typless tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "typless-automation",
   "automate",
   "typless",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "u301-automation",
  "description": "Automate U301 tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/u301-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/u301-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate U301 tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with u301 automation",
   "Can you use u301-automation for my project?",
   "Automate U301 tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "u301-automation",
   "automate",
   "u301",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "unione-automation",
  "description": "Automate Unione tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/unione-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/unione-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Unione tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with unione automation",
   "Can you use unione-automation for my project?",
   "Automate Unione tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "unione-automation",
   "automate",
   "unione",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "updown-io-automation",
  "description": "Automate Updown IO tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/updown-io-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/updown-io-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Updown IO tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with updown io automation",
   "Can you use updown-io-automation for my project?",
   "Automate Updown IO tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "updown-io-automation",
   "automate",
   "updown",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Uploadcare Automation",
  "description": "Automate Uploadcare file management including listing, storing, inspecting, downloading, and organizing file groups through natural language commands",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/uploadcare-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/uploadcare-automation/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to automate Uploadcare file management including listing, storing, inspecting, downloading.",
  "example_prompts": [
   "Can you help me automate Uploadcare file management including listing, storing, inspecting, downloading?",
   "Walk me through Uploadcare Automation step by step",
   "What's the best way to approach Uploadcare Automation for my project?"
  ],
  "keywords": [
   "uploadcare",
   "automation",
   "automate",
   "file",
   "management",
   "including",
   "listing",
   "storing",
   "inspecting",
   "downloading"
  ]
 },
 {
  "name": "uptimerobot-automation",
  "description": "Automate Uptimerobot tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/uptimerobot-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/uptimerobot-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Uptimerobot tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with uptimerobot automation",
   "Can you use uptimerobot-automation for my project?",
   "Automate Uptimerobot tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "uptimerobot-automation",
   "automate",
   "uptimerobot",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "userlist-automation",
  "description": "Automate Userlist tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/userlist-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/userlist-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Userlist tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with userlist automation",
   "Can you use userlist-automation for my project?",
   "Automate Userlist tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "userlist-automation",
   "automate",
   "userlist",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "v0-automation",
  "description": "Automate V0 tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/v0-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/v0-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate V0 tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with v0 automation",
   "Can you use v0-automation for my project?",
   "Automate V0 tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "v0-automation",
   "automate",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search",
   "tools"
  ]
 },
 {
  "name": "venly-automation",
  "description": "Automate Venly tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/venly-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/venly-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Venly tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with venly automation",
   "Can you use venly-automation for my project?",
   "Automate Venly tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "venly-automation",
   "automate",
   "venly",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "veo-automation",
  "description": "Automate Veo tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/veo-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/veo-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Veo tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with veo automation",
   "Can you use veo-automation for my project?",
   "Automate Veo tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "veo-automation",
   "automate",
   "veo",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "verifiedemail-automation",
  "description": "Automate Verifiedemail tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/verifiedemail-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/verifiedemail-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Verifiedemail tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with verifiedemail automation",
   "Can you use verifiedemail-automation for my project?",
   "Automate Verifiedemail tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "verifiedemail-automation",
   "automate",
   "verifiedemail",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "veriphone-automation",
  "description": "Automate Veriphone tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/veriphone-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/veriphone-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Veriphone tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with veriphone automation",
   "Can you use veriphone-automation for my project?",
   "Automate Veriphone tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "veriphone-automation",
   "automate",
   "veriphone",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "vero-automation",
  "description": "Automate Vero tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/vero-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/vero-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Vero tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with vero automation",
   "Can you use vero-automation for my project?",
   "Automate Vero tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "vero-automation",
   "automate",
   "vero",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "vestaboard-automation",
  "description": "Automate Vestaboard tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/vestaboard-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/vestaboard-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Vestaboard tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with vestaboard automation",
   "Can you use vestaboard-automation for my project?",
   "Automate Vestaboard tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "vestaboard-automation",
   "automate",
   "vestaboard",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "virustotal-automation",
  "description": "Automate Virustotal tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/virustotal-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/virustotal-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Virustotal tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with virustotal automation",
   "Can you use virustotal-automation for my project?",
   "Automate Virustotal tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "virustotal-automation",
   "automate",
   "virustotal",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "visme-automation",
  "description": "Automate Visme tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/visme-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/visme-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Visme tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with visme automation",
   "Can you use visme-automation for my project?",
   "Automate Visme tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "visme-automation",
   "automate",
   "visme",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "waboxapp-automation",
  "description": "Automate Waboxapp tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/waboxapp-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/waboxapp-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Waboxapp tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with waboxapp automation",
   "Can you use waboxapp-automation for my project?",
   "Automate Waboxapp tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "waboxapp-automation",
   "automate",
   "waboxapp",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "wachete-automation",
  "description": "Automate Wachete tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/wachete-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/wachete-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Wachete tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with wachete automation",
   "Can you use wachete-automation for my project?",
   "Automate Wachete tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "wachete-automation",
   "automate",
   "wachete",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "waiverfile-automation",
  "description": "Automate Waiverfile tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/waiverfile-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/waiverfile-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Waiverfile tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with waiverfile automation",
   "Can you use waiverfile-automation for my project?",
   "Automate Waiverfile tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "waiverfile-automation",
   "automate",
   "waiverfile",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "wakatime-automation",
  "description": "Automate Wakatime tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/wakatime-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/wakatime-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Wakatime tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with wakatime automation",
   "Can you use wakatime-automation for my project?",
   "Automate Wakatime tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "wakatime-automation",
   "automate",
   "wakatime",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "wati-automation",
  "description": "Automate Wati tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/wati-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/wati-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Wati tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with wati automation",
   "Can you use wati-automation for my project?",
   "Automate Wati tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "wati-automation",
   "automate",
   "wati",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Wave Accounting Automation",
  "description": "Wave Accounting toolkit is not currently available as a native integration. No Wave-specific tools were found in the Composio platform. This skill is a placeholder pending future integration.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/wave-accounting-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/wave-accounting-automation/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to wave Accounting toolkit is not currently available as a native integration.",
  "example_prompts": [
   "Can you help me wave Accounting toolkit is not currently available as a native integration?",
   "Walk me through Wave Accounting Automation step by step",
   "What's the best way to approach Wave Accounting Automation for my project?"
  ],
  "keywords": [
   "wave",
   "accounting",
   "automation",
   "toolkit",
   "not",
   "currently",
   "available",
   "native",
   "integration",
   "wave-specific"
  ]
 },
 {
  "name": "wave_accounting-automation",
  "description": "Automate Wave Accounting tasks via Rube MCP (Composio): invoices, customers, payments, and small business accounting. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/wave_accounting-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/wave_accounting-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Wave Accounting tasks via Rube MCP (Composio): invoices, customers, payments, and small business accounting.",
  "example_prompts": [
   "Help me with wave accounting automation",
   "Can you use wave_accounting-automation for my project?",
   "Automate Wave Accounting tasks via Rube MCP (Composio): invoices, customers, pay — show me how"
  ],
  "keywords": [
   "wave",
   "accounting-automation",
   "automate",
   "accounting",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "invoices"
  ]
 },
 {
  "name": "weathermap-automation",
  "description": "Automate Weathermap tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/weathermap-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/weathermap-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Weathermap tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with weathermap automation",
   "Can you use weathermap-automation for my project?",
   "Automate Weathermap tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "weathermap-automation",
   "automate",
   "weathermap",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Webex Automation",
  "description": "Automate Cisco Webex messaging, rooms, teams, webhooks, and people management through natural language commands",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/webex-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/webex-automation/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to automate Cisco Webex messaging, rooms, teams, webhooks, and people management through natural language commands.",
  "example_prompts": [
   "Can you help me automate Cisco Webex messaging, rooms, teams, webhooks, and people management through?",
   "Walk me through Webex Automation step by step",
   "What's the best way to approach Webex Automation for my project?"
  ],
  "keywords": [
   "webex",
   "automation",
   "automate",
   "cisco",
   "messaging",
   "rooms",
   "teams",
   "webhooks",
   "people",
   "management"
  ]
 },
 {
  "name": "webscraping-ai-automation",
  "description": "Automate Webscraping AI tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/webscraping-ai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/webscraping-ai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Webscraping AI tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with webscraping ai automation",
   "Can you use webscraping-ai-automation for my project?",
   "Automate Webscraping AI tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "webscraping-ai-automation",
   "automate",
   "webscraping",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "webvizio-automation",
  "description": "Automate Webvizio tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/webvizio-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/webvizio-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Webvizio tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with webvizio automation",
   "Can you use webvizio-automation for my project?",
   "Automate Webvizio tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "webvizio-automation",
   "automate",
   "webvizio",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "whautomate-automation",
  "description": "Automate Whautomate tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/whautomate-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/whautomate-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Whautomate tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with whautomate automation",
   "Can you use whautomate-automation for my project?",
   "Automate Whautomate tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "whautomate-automation",
   "automate",
   "whautomate",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "winston-ai-automation",
  "description": "Automate Winston AI tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/winston-ai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/winston-ai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Winston AI tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with winston ai automation",
   "Can you use winston-ai-automation for my project?",
   "Automate Winston AI tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "winston-ai-automation",
   "automate",
   "winston",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "wit-ai-automation",
  "description": "Automate Wit AI tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/wit-ai-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/wit-ai-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Wit AI tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with wit ai automation",
   "Can you use wit-ai-automation for my project?",
   "Automate Wit AI tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "wit-ai-automation",
   "automate",
   "wit",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "wiz-automation",
  "description": "Automate Wiz tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/wiz-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/wiz-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Wiz tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with wiz automation",
   "Can you use wiz-automation for my project?",
   "Automate Wiz tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "wiz-automation",
   "automate",
   "wiz",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "wolfram-alpha-api-automation",
  "description": "Automate Wolfram Alpha API tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/wolfram-alpha-api-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/wolfram-alpha-api-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Wolfram Alpha API tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with wolfram alpha api automation",
   "Can you use wolfram-alpha-api-automation for my project?",
   "Automate Wolfram Alpha API tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "wolfram-alpha-api-automation",
   "automate",
   "wolfram",
   "alpha",
   "api",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio"
  ]
 },
 {
  "name": "woodpecker-co-automation",
  "description": "Automate Woodpecker co tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/woodpecker-co-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/woodpecker-co-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Woodpecker co tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with woodpecker co automation",
   "Can you use woodpecker-co-automation for my project?",
   "Automate Woodpecker co tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "woodpecker-co-automation",
   "automate",
   "woodpecker",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "workable-automation",
  "description": "Automate Workable tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/workable-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/workable-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Workable tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with workable automation",
   "Can you use workable-automation for my project?",
   "Automate Workable tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "workable-automation",
   "automate",
   "workable",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Workday Automation",
  "description": "Automate HR operations in Workday -- manage workers, time off requests, absence balances, and employee data through natural language commands.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/workday-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/workday-automation/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to automate HR operations in Workday -- manage workers, time off requests, absence balances.",
  "example_prompts": [
   "Can you help me automate HR operations in Workday -- manage workers, time off requests?",
   "Walk me through Workday Automation step by step",
   "What's the best way to approach Workday Automation for my project?"
  ],
  "keywords": [
   "workday",
   "automation",
   "automate",
   "operations",
   "manage",
   "workers",
   "time",
   "off",
   "requests",
   "absence"
  ]
 },
 {
  "name": "workiom-automation",
  "description": "Automate Workiom tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/workiom-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/workiom-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Workiom tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with workiom automation",
   "Can you use workiom-automation for my project?",
   "Automate Workiom tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "workiom-automation",
   "automate",
   "workiom",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "worksnaps-automation",
  "description": "Automate Worksnaps tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/worksnaps-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/worksnaps-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Worksnaps tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with worksnaps automation",
   "Can you use worksnaps-automation for my project?",
   "Automate Worksnaps tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "worksnaps-automation",
   "automate",
   "worksnaps",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "writer-automation",
  "description": "Automate Writer tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/writer-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/writer-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Writer tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with writer automation",
   "Can you use writer-automation for my project?",
   "Automate Writer tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "writer-automation",
   "automate",
   "writer",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "Xero Automation",
  "description": "Xero Automation: manage invoices, contacts, payments, bank transactions, and accounts in Xero for cloud-based bookkeeping",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/xero-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/xero-automation/SKILL.md",
  "category": "business",
  "when_to_use": "Use it for xero Automation: manage invoices, contacts, payments, bank transactions, and accounts in Xero for cloud-based bookkeeping.",
  "example_prompts": [
   "Can you help me xero Automation: manage invoices, contacts, payments, bank transactions, and accounts in?",
   "Walk me through Xero Automation step by step",
   "What's the best way to approach Xero Automation for my project?"
  ],
  "keywords": [
   "xero",
   "automation",
   "manage",
   "invoices",
   "contacts",
   "payments",
   "bank",
   "transactions",
   "accounts",
   "cloud-based"
  ]
 },
 {
  "name": "y-gy-automation",
  "description": "Automate Y Gy tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/y-gy-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/y-gy-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Y Gy tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with y gy automation",
   "Can you use y-gy-automation for my project?",
   "Automate Y Gy tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "y-gy-automation",
   "automate",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search",
   "tools"
  ]
 },
 {
  "name": "yandex-automation",
  "description": "Automate Yandex tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/yandex-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/yandex-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Yandex tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with yandex automation",
   "Can you use yandex-automation for my project?",
   "Automate Yandex tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "yandex-automation",
   "automate",
   "yandex",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "yelp-automation",
  "description": "Automate Yelp tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/yelp-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/yelp-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Yelp tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with yelp automation",
   "Can you use yelp-automation for my project?",
   "Automate Yelp tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "yelp-automation",
   "automate",
   "yelp",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "ynab-automation",
  "description": "Automate Ynab tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/ynab-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/ynab-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Ynab tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with ynab automation",
   "Can you use ynab-automation for my project?",
   "Automate Ynab tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "ynab-automation",
   "automate",
   "ynab",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "yousearch-automation",
  "description": "Automate Yousearch tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/yousearch-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/yousearch-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Yousearch tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with yousearch automation",
   "Can you use yousearch-automation for my project?",
   "Automate Yousearch tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "yousearch-automation",
   "automate",
   "yousearch",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "zenrows-automation",
  "description": "Automate Zenrows tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/zenrows-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/zenrows-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Zenrows tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with zenrows automation",
   "Can you use zenrows-automation for my project?",
   "Automate Zenrows tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "zenrows-automation",
   "automate",
   "zenrows",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "zenserp-automation",
  "description": "Automate Zenserp tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/zenserp-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/zenserp-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Zenserp tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with zenserp automation",
   "Can you use zenserp-automation for my project?",
   "Automate Zenserp tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "zenserp-automation",
   "automate",
   "zenserp",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "zeplin-automation",
  "description": "Automate Zeplin tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/zeplin-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/zeplin-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Zeplin tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with zeplin automation",
   "Can you use zeplin-automation for my project?",
   "Automate Zeplin tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "zeplin-automation",
   "automate",
   "zeplin",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "zerobounce-automation",
  "description": "Automate Zerobounce tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/zerobounce-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/zerobounce-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Zerobounce tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with zerobounce automation",
   "Can you use zerobounce-automation for my project?",
   "Automate Zerobounce tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "zerobounce-automation",
   "automate",
   "zerobounce",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "zoho-automation",
  "description": "Automate Zoho tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/zoho-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/zoho-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Zoho tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with zoho automation",
   "Can you use zoho-automation for my project?",
   "Automate Zoho tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "zoho-automation",
   "automate",
   "zoho",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "zoho-bigin-automation",
  "description": "Automate Zoho Bigin tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/zoho-bigin-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/zoho-bigin-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Zoho Bigin tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with zoho bigin automation",
   "Can you use zoho-bigin-automation for my project?",
   "Automate Zoho Bigin tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "zoho-bigin-automation",
   "automate",
   "zoho",
   "bigin",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "Zoho Books Automation",
  "description": "Automate Zoho Books accounting workflows including invoice creation, bill management, contact lookup, payment tracking, and multi-organization support through natural language commands",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/zoho-books-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/zoho-books-automation/SKILL.md",
  "category": "business",
  "when_to_use": "Use it when you want to automate Zoho Books accounting workflows including invoice creation, bill management, contact lookup, payment tracking.",
  "example_prompts": [
   "Can you help me automate Zoho Books accounting workflows including invoice creation, bill management, contact?",
   "Walk me through Zoho Books Automation step by step",
   "What's the best way to approach Zoho Books Automation for my project?"
  ],
  "keywords": [
   "zoho",
   "books",
   "automation",
   "automate",
   "accounting",
   "workflows",
   "including",
   "invoice",
   "creation",
   "bill"
  ]
 },
 {
  "name": "Zoho Desk Automation",
  "description": "Zoho Desk automation via Rube MCP -- toolkit not currently available in Composio; no ZOHO_DESK_ tools found",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/zoho-desk-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/zoho-desk-automation/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it for zoho Desk automation via Rube MCP -- toolkit not currently available in Composio; no ZOHO_DESK_ tools found.",
  "example_prompts": [
   "Can you help me zoho Desk automation via Rube MCP -- toolkit not currently available?",
   "Walk me through Zoho Desk Automation step by step",
   "What's the best way to approach Zoho Desk Automation for my project?"
  ],
  "keywords": [
   "zoho",
   "desk",
   "automation",
   "via",
   "rube",
   "mcp",
   "toolkit",
   "not",
   "currently",
   "available"
  ]
 },
 {
  "name": "zoho-inventory-automation",
  "description": "Automate Zoho Inventory tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/zoho-inventory-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/zoho-inventory-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Zoho Inventory tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with zoho inventory automation",
   "Can you use zoho-inventory-automation for my project?",
   "Automate Zoho Inventory tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "zoho-inventory-automation",
   "automate",
   "zoho",
   "inventory",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "zoho-invoice-automation",
  "description": "Automate Zoho Invoice tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/zoho-invoice-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/zoho-invoice-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Zoho Invoice tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with zoho invoice automation",
   "Can you use zoho-invoice-automation for my project?",
   "Automate Zoho Invoice tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "zoho-invoice-automation",
   "automate",
   "zoho",
   "invoice",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "zoho-mail-automation",
  "description": "Automate Zoho Mail tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/zoho-mail-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/zoho-mail-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Zoho Mail tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with zoho mail automation",
   "Can you use zoho-mail-automation for my project?",
   "Automate Zoho Mail tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "zoho-mail-automation",
   "automate",
   "zoho",
   "mail",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "zoho_bigin-automation",
  "description": "Automate Zoho Bigin tasks via Rube MCP (Composio): pipelines, contacts, companies, products, and small business CRM. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/zoho_bigin-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/zoho_bigin-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Zoho Bigin tasks via Rube MCP (Composio): pipelines, contacts, companies, products, and small business CRM.",
  "example_prompts": [
   "Help me with zoho bigin automation",
   "Can you use zoho_bigin-automation for my project?",
   "Automate Zoho Bigin tasks via Rube MCP (Composio): pipelines, contacts, companie — show me how"
  ],
  "keywords": [
   "zoho",
   "bigin-automation",
   "automate",
   "bigin",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "pipelines"
  ]
 },
 {
  "name": "zoho_books-automation",
  "description": "Automate Zoho Books tasks via Rube MCP (Composio): invoices, expenses, contacts, payments, and accounting. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/zoho_books-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/zoho_books-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Zoho Books tasks via Rube MCP (Composio): invoices, expenses, contacts, payments, and accounting.",
  "example_prompts": [
   "Help me with zoho books automation",
   "Can you use zoho_books-automation for my project?",
   "Automate Zoho Books tasks via Rube MCP (Composio): invoices, expenses, contacts, — show me how"
  ],
  "keywords": [
   "zoho",
   "books-automation",
   "automate",
   "books",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "invoices"
  ]
 },
 {
  "name": "zoho_desk-automation",
  "description": "Automate Zoho Desk tasks via Rube MCP (Composio): tickets, contacts, agents, departments, and help desk operations. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/zoho_desk-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/zoho_desk-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Zoho Desk tasks via Rube MCP (Composio): tickets, contacts, agents, departments, and help desk operations.",
  "example_prompts": [
   "Help me with zoho desk automation",
   "Can you use zoho_desk-automation for my project?",
   "Automate Zoho Desk tasks via Rube MCP (Composio): tickets, contacts, agents, dep — show me how"
  ],
  "keywords": [
   "zoho",
   "desk-automation",
   "automate",
   "desk",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "tickets"
  ]
 },
 {
  "name": "zoho_inventory-automation",
  "description": "Automate Zoho Inventory tasks via Rube MCP (Composio): items, orders, warehouses, shipments, and stock management. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/zoho_inventory-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/zoho_inventory-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Zoho Inventory tasks via Rube MCP (Composio): items, orders, warehouses, shipments, and stock management.",
  "example_prompts": [
   "Help me with zoho inventory automation",
   "Can you use zoho_inventory-automation for my project?",
   "Automate Zoho Inventory tasks via Rube MCP (Composio): items, orders, warehouses — show me how"
  ],
  "keywords": [
   "zoho",
   "inventory-automation",
   "automate",
   "inventory",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "items"
  ]
 },
 {
  "name": "zoho_invoice-automation",
  "description": "Automate Zoho Invoice tasks via Rube MCP (Composio): invoices, estimates, expenses, clients, and payment tracking. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/zoho_invoice-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/zoho_invoice-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Zoho Invoice tasks via Rube MCP (Composio): invoices, estimates, expenses, clients, and payment tracking.",
  "example_prompts": [
   "Help me with zoho invoice automation",
   "Can you use zoho_invoice-automation for my project?",
   "Automate Zoho Invoice tasks via Rube MCP (Composio): invoices, estimates, expens — show me how"
  ],
  "keywords": [
   "zoho",
   "invoice-automation",
   "automate",
   "invoice",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "invoices"
  ]
 },
 {
  "name": "zoho_mail-automation",
  "description": "Automate Zoho Mail tasks via Rube MCP (Composio): email sending, folders, labels, and mailbox management. Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/zoho_mail-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/zoho_mail-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Zoho Mail tasks via Rube MCP (Composio): email sending, folders, labels, and mailbox management.",
  "example_prompts": [
   "Help me with zoho mail automation",
   "Can you use zoho_mail-automation for my project?",
   "Automate Zoho Mail tasks via Rube MCP (Composio): email sending, folders, labels — show me how"
  ],
  "keywords": [
   "zoho",
   "mail-automation",
   "automate",
   "mail",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "email"
  ]
 },
 {
  "name": "zoominfo-automation",
  "description": "Automate Zoominfo tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/zoominfo-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/zoominfo-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Zoominfo tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with zoominfo automation",
   "Can you use zoominfo-automation for my project?",
   "Automate Zoominfo tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "zoominfo-automation",
   "automate",
   "zoominfo",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "zylvie-automation",
  "description": "Automate Zylvie tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/zylvie-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/zylvie-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Zylvie tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with zylvie automation",
   "Can you use zylvie-automation for my project?",
   "Automate Zylvie tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "zylvie-automation",
   "automate",
   "zylvie",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always",
   "search"
  ]
 },
 {
  "name": "zyte-api-automation",
  "description": "Automate Zyte API tasks via Rube MCP (Composio). Always search tools first for current schemas.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "composio-skills/zyte-api-automation/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/zyte-api-automation/SKILL.md",
  "category": "integrations",
  "when_to_use": "Use it when you want help with this: automate Zyte API tasks via Rube MCP (Composio).",
  "example_prompts": [
   "Help me with zyte api automation",
   "Can you use zyte-api-automation for my project?",
   "Automate Zyte API tasks via Rube MCP (Composio) — show me how"
  ],
  "keywords": [
   "zyte-api-automation",
   "automate",
   "zyte",
   "api",
   "tasks",
   "via",
   "rube",
   "mcp",
   "composio",
   "always"
  ]
 },
 {
  "name": "connect-apps",
  "description": "Connect Claude to external apps like Gmail, Slack, GitHub. Use this skill when the user wants to send emails, create issues, post messages, or take actions in external services.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "connect-apps/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/connect-apps/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want Claude to take actions in apps like Gmail, Slack or GitHub.",
  "example_prompts": [
   "Can you help me send emails, create issues, post messages, or take actions in external?",
   "Walk me through connect apps step by step",
   "What's the best way to approach connect apps for my project?"
  ],
  "keywords": [
   "connect-apps",
   "connect",
   "claude",
   "external",
   "apps",
   "gmail",
   "slack",
   "github",
   "wants",
   "send"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "connect",
  "description": "Connect Claude to any app. Send emails, create issues, post messages, update databases - take real actions across Gmail, Slack, GitHub, Notion, and 1000+ services.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "connect/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/connect/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to connect Claude to any app.",
  "example_prompts": [
   "Can you help me connect Claude to any app?",
   "Walk me through connect step by step",
   "What's the best way to approach connect for my project?"
  ],
  "keywords": [
   "connect",
   "claude",
   "app",
   "send",
   "emails",
   "create",
   "issues",
   "post",
   "messages",
   "update"
  ]
 },
 {
  "name": "content-research-writer",
  "description": "Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "content-research-writer/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/content-research-writer/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you want to assist in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines.",
  "example_prompts": [
   "Can you help me assist in writing high-quality content by conducting research, adding citations, improving?",
   "Walk me through content research writer step by step",
   "What's the best way to approach content research writer for my project?"
  ],
  "keywords": [
   "content-research-writer",
   "assists",
   "writing",
   "high-quality",
   "content",
   "conducting",
   "research",
   "adding",
   "citations",
   "improving"
  ]
 },
 {
  "name": "developer-growth-analysis",
  "description": "Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources from HackerNews, and automatically sends a personalized growth report to your Slack DMs.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "developer-growth-analysis/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/developer-growth-analysis/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to analyze your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement.",
  "example_prompts": [
   "Can you help me analyze your recent Claude Code chat history to identify coding patterns?",
   "Walk me through developer growth analysis step by step",
   "What's the best way to approach developer growth analysis for my project?"
  ],
  "keywords": [
   "developer-growth-analysis",
   "analyzes",
   "recent",
   "claude",
   "code",
   "chat",
   "history",
   "identify",
   "coding",
   "patterns"
  ]
 },
 {
  "name": "docx",
  "description": "Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "document-skills/docx/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/document-skills/docx/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to create, read or edit a Word document (.docx), such as a report, letter or memo.",
  "example_prompts": [
   "Can you help me comprehensive document creation, editing, and analysis with support for tracked changes?",
   "Walk me through docx step by step",
   "What's the best way to approach docx for my project?"
  ],
  "keywords": [
   "docx",
   "comprehensive",
   "document",
   "creation",
   "editing",
   "analysis",
   "support",
   "tracked",
   "changes",
   "comments"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "pdf",
  "description": "Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "document-skills/pdf/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/document-skills/pdf/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you need to read, summarize, fill in, merge, split or create PDF files.",
  "example_prompts": [
   "Can you help me comprehensive PDF manipulation toolkit for extracting text and tables, creating new?",
   "Walk me through pdf step by step",
   "What's the best way to approach pdf for my project?"
  ],
  "keywords": [
   "pdf",
   "comprehensive",
   "manipulation",
   "toolkit",
   "extracting",
   "text",
   "tables",
   "creating",
   "new",
   "pdfs"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "pptx",
  "description": "Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "document-skills/pptx/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/document-skills/pptx/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to make or edit a PowerPoint deck, like a pitch deck or presentation.",
  "example_prompts": [
   "Can you help me presentation creation, editing, and analysis?",
   "Walk me through pptx step by step",
   "What's the best way to approach pptx for my project?"
  ],
  "keywords": [
   "pptx",
   "presentation",
   "creation",
   "editing",
   "analysis",
   "claude",
   "needs",
   "work",
   "presentations",
   "files"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "xlsx",
  "description": "Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "document-skills/xlsx/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/document-skills/xlsx/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you're working with an Excel or spreadsheet file, whether creating, cleaning, editing or adding charts.",
  "example_prompts": [
   "Can you help me comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting?",
   "Walk me through xlsx step by step",
   "What's the best way to approach xlsx for my project?"
  ],
  "keywords": [
   "xlsx",
   "comprehensive",
   "spreadsheet",
   "creation",
   "editing",
   "analysis",
   "support",
   "formulas",
   "formatting",
   "data"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "domain-name-brainstormer",
  "description": "Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of brainstorming and manual checking.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "domain-name-brainstormer/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/domain-name-brainstormer/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to generate creative domain name ideas for your project and checks availability across multiple TLDs.",
  "example_prompts": [
   "Can you help me generate creative domain name ideas for your project and checks availability?",
   "Walk me through domain name brainstormer step by step",
   "What's the best way to approach domain name brainstormer for my project?"
  ],
  "keywords": [
   "domain-name-brainstormer",
   "generates",
   "creative",
   "domain",
   "name",
   "ideas",
   "project",
   "checks",
   "availability",
   "across"
  ]
 },
 {
  "name": "file-organizer",
  "description": "Intelligently organizes your files and folders across your computer by understanding context, finding duplicates, suggesting better structures, and automating cleanup tasks. Reduces cognitive load and keeps your digital workspace tidy without manual effort.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "file-organizer/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/file-organizer/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it for intelligently organizes your files and folders across your computer by understanding context, finding duplicates.",
  "example_prompts": [
   "Can you help me intelligently organizes your files and folders across your computer by understanding?",
   "Walk me through file organizer step by step",
   "What's the best way to approach file organizer for my project?"
  ],
  "keywords": [
   "file-organizer",
   "intelligently",
   "organizes",
   "files",
   "folders",
   "across",
   "computer",
   "understanding",
   "context",
   "finding"
  ]
 },
 {
  "name": "image-enhancer",
  "description": "Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "image-enhancer/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/image-enhancer/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to sharpen or improve the quality of screenshots and other images.",
  "example_prompts": [
   "Can you help me improve the quality of images, especially screenshots, by enhancing resolution, sharpness?",
   "Walk me through image enhancer step by step",
   "What's the best way to approach image enhancer for my project?"
  ],
  "keywords": [
   "image-enhancer",
   "improves",
   "quality",
   "images",
   "especially",
   "screenshots",
   "enhancing",
   "resolution",
   "sharpness",
   "clarity"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "internal-comms",
  "description": "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "internal-comms/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/internal-comms/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you need to write a company update, newsletter, status report or other internal announcement.",
  "example_prompts": [
   "Can you help me asked to write some sort of internal communications?",
   "Walk me through internal comms step by step",
   "What's the best way to approach internal comms for my project?"
  ],
  "keywords": [
   "internal-comms",
   "set",
   "resources",
   "help",
   "write",
   "all",
   "kinds",
   "internal",
   "communications",
   "using"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "invoice-organizer",
  "description": "Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into logical folders. Turns hours of manual bookkeeping into minutes of automated organization.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "invoice-organizer/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/invoice-organizer/SKILL.md",
  "category": "business",
  "when_to_use": "Use it when you have a messy pile of invoices or receipts and want them renamed and sorted for taxes.",
  "example_prompts": [
   "Can you help me automatically organizes invoices and receipts for tax preparation by reading messy?",
   "Walk me through invoice organizer step by step",
   "What's the best way to approach invoice organizer for my project?"
  ],
  "keywords": [
   "invoice-organizer",
   "automatically",
   "organizes",
   "invoices",
   "receipts",
   "tax",
   "preparation",
   "reading",
   "messy",
   "files"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "langsmith-fetch",
  "description": "Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, analyzing tool calls, checking memory operations, or examining agent performance. Automatically fetches recent traces and analyzes execution patterns. Requires langsmith-fetch CLI installed.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "langsmith-fetch/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/langsmith-fetch/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you're debugging a LangChain or LangGraph agent and want to look at its LangSmith traces.",
  "example_prompts": [
   "Help me with debugging agent behavior, investigating errors, analyzing tool calls, checking memory operations",
   "Walk me through langsmith fetch step by step",
   "What's the best way to approach langsmith fetch for my project?"
  ],
  "keywords": [
   "langsmith-fetch",
   "debug",
   "langchain",
   "langgraph",
   "agents",
   "fetching",
   "execution",
   "traces",
   "langsmith",
   "studio"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "lead-research-assistant",
  "description": "Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact strategies. Perfect for sales, business development, and marketing professionals.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "lead-research-assistant/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/lead-research-assistant/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to identify high-quality leads for your product or service by analyzing your business, searching for target companies.",
  "example_prompts": [
   "Can you help me identify high-quality leads for your product or service by analyzing your?",
   "Walk me through lead research assistant step by step",
   "What's the best way to approach lead research assistant for my project?"
  ],
  "keywords": [
   "lead-research-assistant",
   "identifies",
   "high-quality",
   "leads",
   "product",
   "service",
   "analyzing",
   "business",
   "searching",
   "target"
  ]
 },
 {
  "name": "mcp-builder",
  "description": "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "mcp-builder/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/mcp-builder/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to build an MCP server so Claude can connect to another app or service.",
  "example_prompts": [
   "Help me with building MCP servers to integrate external APIs or services, whether in",
   "Walk me through mcp builder step by step",
   "What's the best way to approach mcp builder for my project?"
  ],
  "keywords": [
   "mcp-builder",
   "guide",
   "creating",
   "high-quality",
   "mcp",
   "model",
   "context",
   "protocol",
   "servers",
   "enable"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "meeting-insights-analyzer",
  "description": "Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conflict, use filler words, dominate conversations, or miss opportunities to listen. Perfect for professionals seeking to improve their communication and leadership skills.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "meeting-insights-analyzer/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/meeting-insights-analyzer/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to analyze meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback.",
  "example_prompts": [
   "Can you help me analyze meeting transcripts and recordings to uncover behavioral patterns, communication insights?",
   "Walk me through meeting insights analyzer step by step",
   "What's the best way to approach meeting insights analyzer for my project?"
  ],
  "keywords": [
   "meeting-insights-analyzer",
   "analyzes",
   "meeting",
   "transcripts",
   "recordings",
   "uncover",
   "behavioral",
   "patterns",
   "communication",
   "insights"
  ]
 },
 {
  "name": "raffle-winner-picker",
  "description": "Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair, unbiased selection with transparency.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "raffle-winner-picker/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/raffle-winner-picker/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to pick random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests.",
  "example_prompts": [
   "Can you help me pick random winners from lists, spreadsheets, or Google Sheets for giveaways?",
   "Walk me through raffle winner picker step by step",
   "What's the best way to approach raffle winner picker for my project?"
  ],
  "keywords": [
   "raffle-winner-picker",
   "picks",
   "random",
   "winners",
   "lists",
   "spreadsheets",
   "google",
   "sheets",
   "giveaways",
   "raffles"
  ]
 },
 {
  "name": "skill-creator",
  "description": "Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "skill-creator/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/skill-creator/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to create your own Claude skill or improve one you already have.",
  "example_prompts": [
   "Can you help me guide for creating effective skills?",
   "Walk me through skill creator step by step",
   "What's the best way to approach skill creator for my project?"
  ],
  "keywords": [
   "skill-creator",
   "guide",
   "creating",
   "effective",
   "skills",
   "should",
   "used",
   "users",
   "want",
   "create"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "skill-share",
  "description": "A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "skill-share/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/skill-share/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to create new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery.",
  "example_prompts": [
   "Can you help me create new Claude skills and automatically shares them on Slack using?",
   "Walk me through skill share step by step",
   "What's the best way to approach skill share for my project?"
  ],
  "keywords": [
   "skill-share",
   "creates",
   "new",
   "claude",
   "skills",
   "automatically",
   "shares",
   "them",
   "slack",
   "using"
  ]
 },
 {
  "name": "slack-gif-creator",
  "description": "Toolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable animation primitives. This skill applies when users request animated GIFs or emoji animations for Slack from descriptions like \"make me a GIF for Slack of X doing Y\".",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "slack-gif-creator/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/slack-gif-creator/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want a fun animated GIF that's sized and optimized for Slack.",
  "example_prompts": [
   "Can you help me toolkit for creating animated GIFs optimized for Slack?",
   "Walk me through slack gif creator step by step",
   "What's the best way to approach slack gif creator for my project?"
  ],
  "keywords": [
   "slack-gif-creator",
   "toolkit",
   "creating",
   "animated",
   "gifs",
   "optimized",
   "slack",
   "validators",
   "size",
   "constraints"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "tailored-resume-generator",
  "description": "Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "tailored-resume-generator/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/tailored-resume-generator/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want a resume tailored to a specific job description.",
  "example_prompts": [
   "Can you help me analyze job descriptions and generates tailored resumes that highlight relevant experience?",
   "Walk me through tailored resume generator step by step",
   "What's the best way to approach tailored resume generator for my project?"
  ],
  "keywords": [
   "tailored-resume-generator",
   "analyzes",
   "job",
   "descriptions",
   "generates",
   "tailored",
   "resumes",
   "highlight",
   "relevant",
   "experience"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "template-skill",
  "description": "Replace with description of the skill and when Claude should use it.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "template-skill/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/template-skill/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to replace with description of the skill and when Claude should use it.",
  "example_prompts": [
   "Can you help me replace with description of the skill and when Claude should use?",
   "Walk me through template skill step by step",
   "What's the best way to approach template skill for my project?"
  ],
  "keywords": [
   "template-skill",
   "replace",
   "description",
   "claude",
   "should"
  ]
 },
 {
  "name": "theme-factory",
  "description": "Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "theme-factory/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/theme-factory/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to give slides, documents or a web page a consistent color and font theme.",
  "example_prompts": [
   "Can you help me toolkit for styling artifacts with a theme?",
   "Walk me through theme factory step by step",
   "What's the best way to approach theme factory for my project?"
  ],
  "keywords": [
   "theme-factory",
   "toolkit",
   "styling",
   "artifacts",
   "theme",
   "these",
   "can",
   "slides",
   "docs",
   "reportings"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "twitter-algorithm-optimizer",
  "description": "Analyze and optimize tweets for maximum reach using Twitter's open-source algorithm insights. Rewrite and edit user tweets to improve engagement and visibility based on how the recommendation system ranks content.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "twitter-algorithm-optimizer/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/twitter-algorithm-optimizer/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you want to analyze and optimize tweets for maximum reach using Twitter's open-source algorithm insights.",
  "example_prompts": [
   "Can you help me analyze and optimize tweets for maximum reach using Twitter's open-source algorithm?",
   "Walk me through twitter algorithm optimizer step by step",
   "What's the best way to approach twitter algorithm optimizer for my project?"
  ],
  "keywords": [
   "twitter-algorithm-optimizer",
   "analyze",
   "optimize",
   "tweets",
   "maximum",
   "reach",
   "using",
   "twitter",
   "open-source",
   "algorithm"
  ]
 },
 {
  "name": "youtube-downloader",
  "description": "Download YouTube videos with customizable quality and format options. Use this skill when the user asks to download, save, or grab YouTube videos. Supports various quality settings (best, 1080p, 720p, 480p, 360p), multiple formats (mp4, webm, mkv), and audio-only downloads as MP3.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "video-downloader/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/video-downloader/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to download, save, or grab YouTube videos.",
  "example_prompts": [
   "Can you help me download, save, or grab YouTube videos?",
   "Walk me through youtube downloader step by step",
   "What's the best way to approach youtube downloader for my project?"
  ],
  "keywords": [
   "youtube-downloader",
   "download",
   "youtube",
   "videos",
   "customizable",
   "quality",
   "format",
   "options",
   "asks",
   "save"
  ]
 },
 {
  "name": "webapp-testing",
  "description": "Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.",
  "repo": "ComposioHQ/awesome-claude-skills",
  "repo_stars": 77196,
  "path": "webapp-testing/SKILL.md",
  "url": "https://github.com/ComposioHQ/awesome-claude-skills/blob/master/webapp-testing/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want Claude to open your local web app in a browser, click through it and check that it works.",
  "example_prompts": [
   "Can you help me toolkit for interacting with and testing local web applications using Playwright?",
   "Walk me through webapp testing step by step",
   "What's the best way to approach webapp testing for my project?"
  ],
  "keywords": [
   "webapp-testing",
   "toolkit",
   "interacting",
   "testing",
   "local",
   "web",
   "applications",
   "using",
   "playwright",
   "supports"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "ab-testing",
  "description": "When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions \"A/B test,\" \"split test,\" \"experiment,\" \"test this change,\" \"variant copy,\" \"multivariate test,\" \"hypothesis,\" \"should I test this,\" \"which version is better,\" \"test two versions,\" \"statistical significance,\" \"how long should I run this test,\" \"growth experiments,\" \"experiment velocity,\" \"experiment backlog,\" \"ICE score,\" \"experimentation program,\" or \"experiment playbook.\" Use this whenever someone is comparing two approaches and wants to measure which performs better, or when they want to build a systematic experimentation practice. For tracking implementation, see analytics. For page-level conversion optimization, see cro.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/ab-testing/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/ab-testing/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to plan or set up an A/B test to compare two versions of a page, email or feature.",
  "example_prompts": [
   "Can you help me plan, design, or implement an A/B test or experiment, or build?",
   "Walk me through ab testing step by step",
   "What's the best way to approach ab testing for my project?"
  ],
  "keywords": [
   "ab-testing",
   "wants",
   "plan",
   "design",
   "implement",
   "test",
   "experiment",
   "build",
   "growth",
   "experimentation"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "ad-creative",
  "description": "When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad creative,' 'generate headlines,' 'RSA headlines,' 'bulk ad copy,' 'creative testing,' 'write me some ads,' 'Facebook ad copy,' 'Google ad headlines,' 'LinkedIn ad text,' 'static ads,' 'ad templates,' 'iMessage ad,' 'ChatGPT ad,' 'creative strategy,' 'creative roadmap,' 'creative retro,' 'hook writing,' 'creative review page,' 'motion video ad,' 'faceless video ad,' 'UGC ad,' 'greenscreen ad,' 'TikTok/Reels ad format,' 'Meta ad format tier list,' or 'creative format taxonomy.' Use it to produce or iterate ad copy at scale. Copy avoids AI tells like 'it's not X, it's Y' reveals. For campaign strategy and targeting, see ads. For landing page copy, see copywriting. Test hypotheses must be falsifiable, naming the metric, the comparison, and the expected direction.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/ad-creative/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/ad-creative/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you need ad headlines, descriptions or full ad variations for Google, Meta, LinkedIn and similar platforms.",
  "example_prompts": [
   "creative format taxonomy.",
   "s not X, it"
  ],
  "keywords": [
   "ad-creative",
   "wants",
   "generate",
   "iterate",
   "scale",
   "creative",
   "headlines",
   "descriptions",
   "primary",
   "text"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "ads",
  "description": "When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' 'ROAS,' 'CPA,' 'ad campaign,' 'retargeting,' 'audience targeting,' 'Google Ads,' 'Facebook ads,' 'LinkedIn ads,' 'ad budget,' 'cost per click,' 'ad spend,' 'should I run ads,' 'ABM,' 'account-based marketing,' 'B2B ads,' 'lead quality,' 'negative keywords,' 'Performance Max,' 'thought leader ads,' 'when should I kill an ad,' 'search terms report,' 'wasted spend,' or 'is this campaign working.' Use this for campaign strategy, audience targeting, bidding, and optimization. For bulk ad creative generation and iteration, see ad-creative. For landing page optimization, see cro. For outbound to target accounts, see cold-email. End every recommendation with facts, hypotheses, and missing data, and label unavailable inputs MISSING instead of estimating them.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/ads/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/ads/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're planning or improving paid ad campaigns on Google, Facebook/Instagram, LinkedIn or X.",
  "example_prompts": [
   "Can you help me when the user wants help with paid advertising campaigns on Google?",
   "Walk me through ads step by step",
   "What's the best way to approach ads for my project?"
  ],
  "keywords": [
   "ads",
   "wants",
   "help",
   "paid",
   "advertising",
   "campaigns",
   "google",
   "meta",
   "facebook",
   "instagram"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "ai-seo",
  "description": "When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generative engine optimization,' 'LLM optimization,' 'AI Overviews,' 'optimize for ChatGPT,' 'optimize for Perplexity,' 'AI citations,' 'AI visibility,' 'zero-click search,' 'how do I show up in AI answers,' 'LLM mentions,' 'optimize for Claude/Gemini,' 'llms.txt,' 'llms-full.txt,' 'OKF,' 'Open Knowledge Format,' 'knowledge bundle,' 'agent-readable site,' 'agent readiness,' 'is my site agent-ready,' 'WebMCP,' 'do listicles still work for AI,' 'ChatGPT stopped citing comparison pages,' 'how do LLMs see our brand,' 'LinkedIn for AEO,' or 'AI citation format shift.' Use this whenever someone wants their content to be cited or surfaced by AI assistants and AI search engines. For traditional technical and on-page SEO audits, see seo-audit. For structured data implementation, see schema.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/ai-seo/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/ai-seo/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want your content to show up and get cited in AI answers like ChatGPT, Perplexity or Google AI Overviews.",
  "example_prompts": [
   "Can you help me optimize content for AI search engines, get cited by LLMs?",
   "Walk me through ai seo step by step",
   "What's the best way to approach ai seo for my project?"
  ],
  "keywords": [
   "ai-seo",
   "wants",
   "optimize",
   "content",
   "search",
   "engines",
   "get",
   "cited",
   "llms",
   "appear"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "analytics",
  "description": "When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions \"set up tracking,\" \"GA4,\" \"Google Analytics,\" \"conversion tracking,\" \"event tracking,\" \"UTM parameters,\" \"tag manager,\" \"GTM,\" \"analytics implementation,\" \"tracking plan,\" \"how do I measure this,\" \"track conversions,\" \"Mixpanel,\" \"Segment,\" \"are my events firing,\" or \"analytics isn't working.\" Use this whenever someone asks how to know if something is working or wants to measure marketing results. For choosing attribution models, comparing multi-touch/MMM/incrementality, or reconciling conflicting numbers across tools, see attribution. For A/B test measurement, see ab-testing. Rate metrics divide matching closed windows — never full-period spend by partial-period results.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/analytics/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/analytics/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to set up or fix tracking, like Google Analytics, conversion events or UTM links.",
  "example_prompts": [
   "Can you help me set up, improve, or audit analytics tracking and measurement?",
   "Walk me through analytics step by step",
   "What's the best way to approach analytics for my project?"
  ],
  "keywords": [
   "analytics",
   "wants",
   "set",
   "improve",
   "audit",
   "tracking",
   "measurement",
   "also",
   "mentions",
   "ga4"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "aso",
  "description": "When the user wants to audit or optimize an App Store or Google Play listing. Also use when the user mentions 'ASO audit,' 'app store optimization,' 'optimize my app listing,' 'improve app visibility,' 'app store ranking,' 'audit my listing,' 'why aren't people downloading my app,' 'improve my app conversion,' 'keyword optimization for app,' or 'compare my app to competitors.' Use when the user shares an App Store or Google Play URL and wants to improve it.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/aso/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/aso/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to improve your app's App Store or Google Play listing so more people find and install it.",
  "example_prompts": [
   "why aren",
   "compare my app to competitors."
  ],
  "keywords": [
   "aso",
   "wants",
   "audit",
   "optimize",
   "app",
   "store",
   "google",
   "play",
   "listing",
   "also"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "attribution",
  "description": "When the user wants to figure out which marketing actually drives conversions and revenue, choose or interpret an attribution model, or reconcile conflicting numbers across tools. Also use when the user mentions \"attribution,\" \"attribution model,\" \"first-touch vs last-touch,\" \"multi-touch,\" \"which channel drives revenue,\" \"what's my real CAC,\" \"my dashboards disagree,\" \"Google/Meta says X but GA says Y,\" \"media mix model,\" \"MMM,\" \"incrementality,\" \"geo lift,\" \"holdout test,\" \"how did you hear about us,\" \"self-reported attribution,\" \"dark social,\" or wants to instrument attribution themselves — \"stitch my bookings to their source,\" \"SavvyCal/Calendly attribution,\" \"close the identify gap,\" \"track conversions on a third-party domain,\" \"first-party / self-hosted attribution.\" For event tracking setup and UTMs, see analytics. For ad-platform pixels/CAPI, see ads. For pipeline and CRM revenue reporting, see revops. For the AI-search attribution blind spot, see ai-seo.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/attribution/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/attribution/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to figure out which marketing channels actually bring in customers and revenue.",
  "example_prompts": [
   "Can you help me figure out which marketing actually drives conversions and revenue, choose?",
   "Walk me through attribution step by step",
   "What's the best way to approach attribution for my project?"
  ],
  "keywords": [
   "attribution",
   "wants",
   "figure",
   "out",
   "which",
   "marketing",
   "actually",
   "drives",
   "conversions",
   "revenue"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "churn-prevention",
  "description": "When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save offer,' 'dunning,' 'failed payment recovery,' 'win-back,' 'retention,' 'exit survey,' 'pause subscription,' 'involuntary churn,' 'people keep canceling,' 'churn rate is too high,' 'how do I keep users,' or 'customers are leaving.' Use this whenever someone is losing subscribers or wants to build systems to prevent it. For post-cancel win-back email sequences, see emails. For in-app upgrade paywalls, see paywalls.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/churn-prevention/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/churn-prevention/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when customers are canceling and you want ideas, cancel flows or save offers to keep them.",
  "example_prompts": [
   "Can you help me reduce churn, build cancellation flows, set up save offers, recover failed?",
   "Walk me through churn prevention step by step",
   "What's the best way to approach churn prevention for my project?"
  ],
  "keywords": [
   "churn-prevention",
   "wants",
   "reduce",
   "churn",
   "build",
   "cancellation",
   "flows",
   "set",
   "save",
   "offers"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "co-marketing",
  "description": "When the user wants to find co-marketing partners, plan joint campaigns, or brainstorm partnership opportunities. Use when the user says 'co-marketing,' 'partner marketing,' 'joint campaign,' 'who should we partner with,' 'integration marketing,' 'cross-promotion,' 'collaborate with another company,' 'partnership ideas,' or 'co-brand.' For customer referral programs, see referrals. For launch-specific partnerships, see launch.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/co-marketing/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/co-marketing/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to find partner companies and plan joint marketing campaigns with them.",
  "example_prompts": [
   "Can you help me says 'co-marketing,' 'partner marketing,' 'joint campaign,' 'who should we partner with,'?",
   "Walk me through co marketing step by step",
   "What's the best way to approach co marketing for my project?"
  ],
  "keywords": [
   "co-marketing",
   "wants",
   "find",
   "partners",
   "plan",
   "joint",
   "campaigns",
   "brainstorm",
   "partnership",
   "opportunities"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "cold-email",
  "description": "Write and run B2B cold outbound that gets replies, from cold emails and follow-ups to sending setup, LinkedIn, multichannel cadences, and reply handling. Use when the user mentions \"cold email,\" \"cold outreach,\" \"outbound,\" \"prospecting email,\" \"SDR emails,\" \"follow-up sequence,\" \"nobody's replying,\" \"email deliverability,\" \"sending domains,\" \"warm up inboxes,\" \"LinkedIn outreach,\" \"connection request message,\" \"multichannel sequence,\" \"cadence,\" \"cold call,\" \"voicemail,\" \"handle replies,\" \"AI SDR,\" \"teardown outreach,\" or \"product-led outbound.\" Send from secondary domains, verify lists first, turn off open tracking, and stop every channel when a prospect replies. Copy avoids AI tells like 'it's not X, it's Y' reveals. For building the list and account research, see prospecting. For lifecycle email, see emails. For call scripts and sales collateral, see sales-enablement.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/cold-email/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/cold-email/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you need to write cold outreach emails and follow-ups that actually get replies.",
  "example_prompts": [
   "product-led outbound.",
   "s not X, it"
  ],
  "keywords": [
   "cold-email",
   "write",
   "run",
   "b2b",
   "cold",
   "outbound",
   "gets",
   "replies",
   "emails",
   "follow-ups"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "community-marketing",
  "description": "Build and leverage online communities to drive product growth and brand loyalty. Use when the user wants to create a community strategy, grow a Discord or Slack community, manage a forum or subreddit, build brand advocates, increase word-of-mouth, drive community-led growth, engage users post-signup, or turn customers into evangelists. Trigger phrases: \"build a community,\" \"community strategy,\" \"Discord community,\" \"Slack community,\" \"community-led growth,\" \"brand advocates,\" \"user community,\" \"forum strategy,\" \"community engagement,\" \"grow our community,\" \"ambassador program,\" \"community flywheel.\"",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/community-marketing/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/community-marketing/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to build or grow a community, like a Discord or Slack group, around your product.",
  "example_prompts": [
   "Can you help me create a community strategy, grow a Discord or Slack community, manage?",
   "Walk me through community marketing step by step",
   "What's the best way to approach community marketing for my project?"
  ],
  "keywords": [
   "community-marketing",
   "build",
   "leverage",
   "online",
   "communities",
   "drive",
   "product",
   "growth",
   "brand",
   "loyalty"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "competitor-profiling",
  "description": "When the user wants to research, profile, or analyze competitors from their URLs. Also use when the user mentions 'competitor profile,' 'competitor research,' 'competitor analysis,' 'profile this competitor,' 'analyze competitor,' 'competitive intelligence,' 'competitor deep dive,' 'who are my competitors,' 'competitor landscape,' 'competitor dossier,' 'competitive audit,' or 'research these competitors.' Input is a list of competitor URLs. Output is structured competitor profile markdown files. For creating comparison/alternative pages from profiles, see competitors. For sales-specific battle cards, see sales-enablement. For researching accounts you're selling to, see prospecting.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/competitor-profiling/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/competitor-profiling/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want a clear profile of your competitors based on their websites.",
  "example_prompts": [
   "Can you help me research, profile, or analyze competitors from their URLs?",
   "Walk me through competitor profiling step by step",
   "What's the best way to approach competitor profiling for my project?"
  ],
  "keywords": [
   "competitor-profiling",
   "wants",
   "research",
   "profile",
   "analyze",
   "competitors",
   "their",
   "urls",
   "also",
   "mentions"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "competitors",
  "description": "When the user wants to create competitor comparison or alternative pages for SEO and buyer-facing use. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[Product] vs [Product],' '[Product] alternative,' 'competitive landing pages,' 'how do we compare to X,' 'competitor teardown,' 'audit our competitor pages,' 'are our comparison pages out of date,' or 'competitive asset audit.' Use this for any content that positions your product against competitors. Covers four formats: singular alternative, plural alternatives, you vs competitor, and competitor vs competitor. For auditing existing claims (not researching competitors from scratch, which is competitor-profiling; not technical SEO on these pages, which is seo-audit), use the asset audit here. For internal battle cards and sales-specific competitor docs, see sales-enablement.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/competitors/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/competitors/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to write 'X vs Y' or 'alternative to X' comparison pages for your product.",
  "example_prompts": [
   "Can you help me create competitor comparison or alternative pages for SEO and buyer-facing use?",
   "Walk me through competitors step by step",
   "What's the best way to approach competitors for my project?"
  ],
  "keywords": [
   "competitors",
   "wants",
   "create",
   "competitor",
   "comparison",
   "alternative",
   "pages",
   "seo",
   "buyer-facing",
   "also"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "content-strategy",
  "description": "When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions \"content strategy,\" \"what should I write about,\" \"content ideas,\" \"blog strategy,\" \"topic clusters,\" \"content planning,\" \"editorial calendar,\" \"content marketing,\" \"content roadmap,\" \"what content should I create,\" \"blog topics,\" \"content pillars,\" or \"I don't know what to write.\" Use this whenever someone needs help deciding what content to produce, not just writing it. For writing individual pieces, see copywriting. For SEO-specific audits, see seo-audit. For social media content specifically, see social.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/content-strategy/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/content-strategy/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're deciding what blog posts or content to create and which topics to cover.",
  "example_prompts": [
   "Can you help me plan a content strategy, decide what content to create, or figure?",
   "Walk me through content strategy step by step",
   "What's the best way to approach content strategy for my project?"
  ],
  "keywords": [
   "content-strategy",
   "wants",
   "plan",
   "content",
   "strategy",
   "decide",
   "what",
   "create",
   "figure",
   "out"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "copy-editing",
  "description": "When the user wants to edit, review, or improve existing marketing copy, or refresh outdated content. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' 'copy sweep,' 'tighten this up,' 'this reads awkwardly,' 'clean up this text,' 'too wordy,' 'sharpen the messaging,' 'refresh this content,' 'update this page,' 'this content is outdated,' or 'content audit,' 'this sounds like AI,' 'AI slop,' 'de-slop this,' or 'make it sound human.' Use this when the user already has copy and wants it improved or refreshed rather than rewritten from scratch. Every edit removes AI tells such as 'it's not X, it's Y' reveals, 'no X, no Y, no Z' lists, and sentences that trail into extra comma clauses. A request to fix one line gets a point edit that changes only that line. For writing new copy, see copywriting.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/copy-editing/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/copy-editing/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you already have marketing copy and want it reviewed, tightened or refreshed.",
  "example_prompts": [
   "make it sound human.",
   "s not X, it"
  ],
  "keywords": [
   "copy-editing",
   "wants",
   "edit",
   "review",
   "improve",
   "existing",
   "marketing",
   "copy",
   "refresh",
   "outdated"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "copywriting",
  "description": "When the user wants to write, rewrite, or improve marketing copy for any page, including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says \"write copy for,\" \"improve this copy,\" \"rewrite this page,\" \"marketing copy,\" \"headline help,\" \"CTA copy,\" \"value proposition,\" \"tagline,\" \"hero section copy,\" \"this copy is weak,\" \"this sounds like AI,\" \"AI slop,\" \"make it sound human,\" or \"help me describe my product.\" Drafts never use AI tells like \"it's not X, it's Y\" reveals, \"no X, no Y, no Z\" lists, or sentences that trail into extra comma clauses. For email copy, see emails. For popup copy, see popups. For editing existing copy, see copy-editing. For the offer underneath the copy (bonuses, guarantees, value framing), see offers. Claims must be supportable, and a declined claim names the evidence that would unlock it. Diagnoses the input first (blank brief, real voice, or point edit) and changes only what it calls for.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/copywriting/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/copywriting/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you need to write or rewrite website copy, like a homepage, landing page or pricing page.",
  "example_prompts": [
   "help me describe my product.",
   "s not X, it"
  ],
  "keywords": [
   "copywriting",
   "wants",
   "write",
   "rewrite",
   "improve",
   "marketing",
   "copy",
   "page",
   "including",
   "homepage"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "cro",
  "description": "When the user wants to optimize, improve, or increase conversions on any marketing page or form — including homepage, landing pages, pricing pages, feature pages, lead capture forms, or contact forms. Also use when the user says 'CRO,' 'conversion rate optimization,' 'this page isn't converting,' 'improve conversions,' 'why isn't this page working,' 'my landing page sucks,' 'form abandonment,' 'nobody's converting,' 'low conversion rate,' or 'this page needs work.' Use this even if the user just shares a URL and asks for feedback. For signup/registration flows, see signup. For post-signup activation, see onboarding. For popups/modals, see popups.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/cro/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/cro/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want more visitors on a page or form to sign up, buy or take action.",
  "example_prompts": [
   "this page isn",
   "why isn",
   "this page needs work."
  ],
  "keywords": [
   "cro",
   "wants",
   "optimize",
   "improve",
   "increase",
   "conversions",
   "marketing",
   "page",
   "form",
   "including"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "customer-research",
  "description": "When the user wants to conduct, analyze, or synthesize customer research. Use when the user mentions \"customer research,\" \"ICP research,\" \"talk to customers,\" \"analyze transcripts,\" \"customer interviews,\" \"survey analysis,\" \"support ticket analysis,\" \"voice of customer,\" \"VOC,\" \"build personas,\" \"customer personas,\" \"jobs to be done,\" \"JTBD,\" \"what do customers say,\" \"what are customers struggling with,\" \"Reddit mining,\" \"G2 reviews,\" \"review mining,\" \"digital watering holes,\" \"community research,\" \"forum research,\" \"competitor reviews,\" \"customer sentiment,\" \"PMF survey,\" \"product/market fit survey,\" \"customer interview questions,\" \"interview outreach,\" \"Sales Safari,\" or \"find out why customers churn/convert/buy.\" Use for analyzing existing research assets, mining online sources, AND running primary research (interviews and surveys). For writing copy informed by research, see copywriting. For acting on research to improve pages, see cro.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/customer-research/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/customer-research/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to plan customer interviews or make sense of feedback, reviews and survey answers.",
  "example_prompts": [
   "Can you help me mentions \"customer research,\" \"ICP research,\" \"talk to customers,\" \"analyze transcripts,\" \"customer?",
   "Walk me through customer research step by step",
   "What's the best way to approach customer research for my project?"
  ],
  "keywords": [
   "customer-research",
   "wants",
   "conduct",
   "analyze",
   "synthesize",
   "customer",
   "research",
   "mentions",
   "icp",
   "talk"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "directory-submissions",
  "description": "When the user wants to submit their product to startup, SaaS, AI, agent, MCP, no-code, or review directories for backlinks, domain rating, and discovery. Also use when the user mentions \"directory submissions,\" \"submit to directories,\" \"backlinks from directories,\" \"list my product,\" \"submit to Product Hunt,\" \"BetaList,\" \"TAAFT,\" \"Futurepedia,\" \"G2 listing,\" \"Capterra listing,\" \"AlternativeTo,\" \"SaaSHub,\" \"AI directories,\" \"MCP registry,\" \"publish my MCP server,\" \"awesome list,\" \"llms.txt directory,\" \"Claude plugin directory,\" \"agent directory,\" \"dofollow backlinks,\" \"launch directories,\" or \"directory tracker.\" Use this whenever someone is planning the directory layer of a product launch or an ongoing backlink campaign. For the broader launch moment, see launch. For programmatic SEO pages that should live behind these backlinks, see programmatic-seo. For AI citation optimization, see ai-seo.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/directory-submissions/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/directory-submissions/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to list your product on startup, SaaS or AI directories to get discovered and earn backlinks.",
  "example_prompts": [
   "Can you help me submit their product to startup, SaaS, AI, agent, MCP, no-code?",
   "Walk me through directory submissions step by step",
   "What's the best way to approach directory submissions for my project?"
  ],
  "keywords": [
   "directory-submissions",
   "wants",
   "submit",
   "their",
   "product",
   "startup",
   "saas",
   "agent",
   "mcp",
   "no-code"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "emails",
  "description": "When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions \"email sequence,\" \"drip campaign,\" \"nurture sequence,\" \"onboarding emails,\" \"welcome sequence,\" \"re-engagement emails,\" \"email automation,\" \"lifecycle emails,\" \"trigger-based emails,\" \"email funnel,\" \"email workflow,\" \"what emails should I send,\" \"welcome series,\" or \"email cadence.\" Use this for any multi-email automated flow. Emails avoid AI tells like 'it's not X, it's Y' reveals, 'no X, no Y, no Z' lists, and fake 'Re:' subject lines. For cold outreach and outbound sequences, see cold-email. For in-app onboarding, see onboarding.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/emails/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/emails/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to create an email sequence, like a welcome series or drip campaign.",
  "example_prompts": [
   "email cadence.",
   "s not X, it",
   " lists, and fake "
  ],
  "keywords": [
   "emails",
   "wants",
   "create",
   "optimize",
   "email",
   "sequence",
   "drip",
   "campaign",
   "automated",
   "flow"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "events",
  "description": "When the user wants to plan, run, sponsor, speak at, or get pipeline from events — webinars, conferences, trade shows, meetups, dinners, workshops, virtual summits, or user conferences. Also use when the user mentions 'event marketing,' 'field marketing,' 'run a webinar,' 'webinar funnel,' 'show-up rate,' 'should we sponsor,' 'sponsor a conference,' 'trade show booth,' 'booth strategy,' 'event ROI,' 'badge scans,' 'event follow-up,' 'speaking slot,' 'CFP,' 'conference talk,' 'host a dinner,' 'user conference,' or 'virtual summit.' Covers all four roles: hosting, sponsoring/exhibiting, speaking, and attending. For product launch moments, see launch. For the partnership side of joint webinars, see co-marketing. For ongoing community programs, see community-marketing. For podcast appearances, see public-relations. For the email sequences themselves, see emails.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/events/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/events/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're planning a webinar, conference appearance, meetup or other event to get leads.",
  "example_prompts": [
   "Can you help me plan, run, sponsor, speak at, or get pipeline from events?",
   "Walk me through events step by step",
   "What's the best way to approach events for my project?"
  ],
  "keywords": [
   "events",
   "wants",
   "plan",
   "run",
   "sponsor",
   "speak",
   "get",
   "pipeline",
   "webinars",
   "conferences"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "free-tools",
  "description": "When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions \"engineering as marketing,\" \"free tool,\" \"marketing tool,\" \"calculator,\" \"generator,\" \"interactive tool,\" \"lead gen tool,\" \"build a tool for leads,\" \"free resource,\" \"ROI calculator,\" \"grader tool,\" \"audit tool,\" \"should I build a free tool,\" or \"tools for lead gen.\" Use this whenever someone wants to build something useful and give it away to attract leads or earn links. For downloadable content lead magnets (ebooks, checklists, templates), see lead-magnets.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/free-tools/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/free-tools/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to plan a free tool or calculator that attracts visitors and leads.",
  "example_prompts": [
   "Can you help me plan, evaluate, or build a free tool for marketing purposes?",
   "Walk me through free tools step by step",
   "What's the best way to approach free tools for my project?"
  ],
  "keywords": [
   "free-tools",
   "wants",
   "plan",
   "evaluate",
   "build",
   "free",
   "tool",
   "marketing",
   "purposes",
   "lead"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "image",
  "description": "When the user wants to create, generate, edit, or optimize images for marketing — blog heroes, social graphics, product mockups, profile banners, listing visuals, or brand assets. Also use when the user mentions 'AI image generation,' 'generate an image,' 'create a graphic,' 'product mockup,' 'hero image,' 'social media graphic,' 'banner image,' 'cover photo,' 'profile banner,' 'listing screenshot,' 'Flux,' 'Flux Kontext,' 'Midjourney,' 'DALL-E,' 'GPT Image,' 'ChatGPT Images,' 'Ideogram,' 'Gemini image,' 'Nano Banana,' 'Recraft,' 'Stable Diffusion,' 'Canva,' 'Figma,' 'image optimization,' 'compress images,' 'WebP,' or 'OG image.' Use this for general-purpose marketing image creation and optimization. For paid ad image creative and platform-specific ad specs, see ad-creative. For video production, see video.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/image/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/image/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you need marketing images like blog headers, social graphics or product mockups.",
  "example_prompts": [
   "Can you help me create, generate, edit, or optimize images for marketing — blog heroes?",
   "Walk me through image step by step",
   "What's the best way to approach image for my project?"
  ],
  "keywords": [
   "image",
   "wants",
   "create",
   "generate",
   "edit",
   "optimize",
   "images",
   "marketing",
   "blog",
   "heroes"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "influencer-marketing",
  "description": "When the user wants to run influencer, creator, or ambassador partnerships to promote their product — finding and vetting partners, structuring deals, briefing creators, disclosure compliance, and measuring ROI. Also use when the user mentions 'influencer marketing,' 'creator partnerships,' 'sponsorships,' 'YouTube sponsorships,' 'podcast sponsorships,' 'newsletter sponsorship,' 'newsletter ad,' 'sponsor a newsletter,' 'brand ambassador,' 'ambassador program,' 'creator program,' 'UGC creators,' 'tech UGC,' 'UGC creator program,' 'creator network,' 'B2B influencers,' 'thought leader ads,' 'gifting,' 'product seeding,' 'whitelisting creator content,' 'Telegram channel ads,' 'buy a post in a Telegram channel,' 'how much to pay an influencer,' or 'FTC disclosure.' For affiliate/referral payout mechanics, see referrals. For community-led advocacy, see community-marketing. For turning creator content into paid ads, see ad-creative.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/influencer-marketing/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/influencer-marketing/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to find and work with influencers or creators to promote your product.",
  "example_prompts": [
   "Can you help me run influencer, creator, or ambassador partnerships to promote their product?",
   "Walk me through influencer marketing step by step",
   "What's the best way to approach influencer marketing for my project?"
  ],
  "keywords": [
   "influencer-marketing",
   "wants",
   "run",
   "influencer",
   "creator",
   "ambassador",
   "partnerships",
   "promote",
   "their",
   "product"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "launch",
  "description": "When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'how do I launch this,' 'site launch,' 'go live,' 'pre-launch QA,' 'launch checklist,' 'GTM plan,' 'we're about to ship,' 'changelog,' 'release notes,' or 'what did we ship this week.' Use this whenever someone is preparing to release something publicly. For ongoing marketing after launch, see marketing-ideas. For the offer being launched (bonuses, guarantees, scarcity, naming), see offers.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/launch/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/launch/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're planning a product launch, feature announcement or Product Hunt launch.",
  "example_prompts": [
   "Can you help me plan a product launch, feature announcement, or release strategy?",
   "Walk me through launch step by step",
   "What's the best way to approach launch for my project?"
  ],
  "keywords": [
   "launch",
   "wants",
   "plan",
   "product",
   "feature",
   "announcement",
   "release",
   "strategy",
   "also",
   "mentions"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "lead-magnets",
  "description": "When the user wants to create, plan, or optimize a lead magnet for email capture or lead generation. Also use when the user mentions \"lead magnet,\" \"gated content,\" \"content upgrade,\" \"downloadable,\" \"ebook,\" \"cheat sheet,\" \"checklist,\" \"template download,\" \"opt-in,\" \"freebie,\" \"PDF download,\" \"resource library,\" \"content offer,\" \"email capture content,\" \"Notion template,\" \"spreadsheet template,\" \"what should I give away for emails,\" \"course as a skill,\" or \"package our content as an agent skill.\" Use this for planning what to create and how to distribute it. For interactive tools as lead magnets, see free-tools. For writing the actual content, see copywriting. For the email sequence after capture, see emails.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/lead-magnets/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/lead-magnets/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want a free download, checklist or guide that gets people to share their email.",
  "example_prompts": [
   "Can you help me create, plan, or optimize a lead magnet for email capture?",
   "Walk me through lead magnets step by step",
   "What's the best way to approach lead magnets for my project?"
  ],
  "keywords": [
   "lead-magnets",
   "wants",
   "create",
   "plan",
   "optimize",
   "lead",
   "magnet",
   "email",
   "capture",
   "generation"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "marketing-council",
  "description": "When the user wants multiple expert perspectives on a marketing question — a simulated board of advisors staffed by legendary marketers (Seth Godin, David Ogilvy, Eugene Schwartz, April Dunford, Rory Sutherland, Alex Hormozi, Byron Sharp, and more). Also use when the user mentions 'marketing council,' 'board of advisors,' 'advisory board,' 'what would Seth Godin say,' 'what would Ogilvy think,' 'channel Hormozi,' 'get multiple perspectives,' 'debate this,' 'have the council review,' 'marketing mentors,' or asks how a famous marketer would approach their problem. The council gives each advisor's take through their documented frameworks, surfaces where they disagree, and synthesizes a recommendation. For executing the winning direction, hand off to positioning, offers, copywriting, ads, or the relevant skill.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/marketing-council/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/marketing-council/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want several expert-style opinions on a marketing question before deciding.",
  "example_prompts": [
   "Can you help me when the user wants multiple expert perspectives on a marketing question?",
   "Walk me through marketing council step by step",
   "What's the best way to approach marketing council for my project?"
  ],
  "keywords": [
   "marketing-council",
   "wants",
   "multiple",
   "expert",
   "perspectives",
   "marketing",
   "question",
   "simulated",
   "board",
   "advisors"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "marketing-ideas",
  "description": "When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing tactics,' 'ways to promote,' 'ideas to grow,' 'what else can I try,' 'I don't know how to market this,' 'brainstorm marketing,' or 'what marketing should I do.' Use this as a starting point whenever someone is stuck or looking for inspiration on how to grow. For specific channel execution, see the relevant skill (ads, social, emails, etc.).",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/marketing-ideas/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/marketing-ideas/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you need fresh marketing or growth ideas for your product.",
  "example_prompts": [
   "Can you help me when the user needs marketing ideas, inspiration, or strategies for their?",
   "Walk me through marketing ideas step by step",
   "What's the best way to approach marketing ideas for my project?"
  ],
  "keywords": [
   "marketing-ideas",
   "needs",
   "marketing",
   "ideas",
   "inspiration",
   "strategies",
   "their",
   "saas",
   "software",
   "product"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "marketing-loops",
  "description": "When the user wants to set up a recurring, self-running marketing workflow — a repeatable loop an AI agent runs on a cadence (weekly, daily, on a trigger) rather than a one-off task. Also use when the user mentions 'marketing loop,' 'recurring marketing workflow,' 'automate my marketing,' 'marketing on autopilot,' 'weekly marketing review,' 'ad fatigue check,' 'weekly ads check,' 'content refresh loop,' 'churn watch,' 'ranking drop alert,' 'run my SEO,' 'SEO operator,' 'daily SEO agent,' 'run my outbound,' 'AI SDR,' 'reply triage,' 'always-on marketing,' 'marketing automation workflow,' or 'run this every week.' Use this to pick, adapt, and schedule an ongoing marketing loop that orchestrates the other marketing skills. For one-off marketing ideas, see marketing-ideas. For the experimentation loop specifically, see ab-testing.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/marketing-loops/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/marketing-loops/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want a repeatable marketing routine an AI agent can run every day or week.",
  "example_prompts": [
   "Can you help me set up a recurring, self-running marketing workflow?",
   "Walk me through marketing loops step by step",
   "What's the best way to approach marketing loops for my project?"
  ],
  "keywords": [
   "marketing-loops",
   "wants",
   "set",
   "recurring",
   "self-running",
   "marketing",
   "workflow",
   "repeatable",
   "loop",
   "agent"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "marketing-plan",
  "description": "When the user needs a comprehensive marketing plan for a client, a company they advise, or their own product. Also use when the user mentions \"marketing plan,\" \"growth plan,\" \"GTM plan,\" \"go-to-market plan,\" \"AARRR plan,\" \"90-day marketing plan,\" \"12-month marketing roadmap,\" \"fractional CMO plan,\" \"fCMO plan,\" \"market sizing,\" \"TAM SAM SOM,\" \"how big is this market,\" or \"market research.\" Generates an exhaustive 13-section plan structured by AARRR (Acquisition, Activation, Retention, Referral, Revenue), customized to the client's current budget, team, and stage, mapped to future funding milestones, cross-referenced with the 139-idea marketing-ideas library and an embedded 17-section current-state audit rubric, with a marketing operations stack showing which skills and MCP/API integrations execute each part. Outputs a Notion-paste-ready markdown document. For positioning and ICP context before planning, see product-marketing. For stage-specific deep work, see onboarding, signup, emails, referrals, pricing.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/marketing-plan/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/marketing-plan/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you need a complete marketing plan for your product or a client.",
  "example_prompts": [
   "Can you help me when the user needs a comprehensive marketing plan for a client?",
   "Walk me through marketing plan step by step",
   "What's the best way to approach marketing plan for my project?"
  ],
  "keywords": [
   "marketing-plan",
   "needs",
   "comprehensive",
   "marketing",
   "plan",
   "client",
   "company",
   "they",
   "advise",
   "their"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "marketing-psychology",
  "description": "When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science,' 'why people buy,' 'decision-making,' 'consumer behavior,' 'anchoring,' 'social proof,' 'scarcity,' 'loss aversion,' 'framing,' or 'nudge.' Use this whenever someone wants to understand or leverage how people think and make decisions in a marketing context. For applying psychology to specific pages, see cro; for pricing tactics, see pricing; for copy framing, see copywriting.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/marketing-psychology/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/marketing-psychology/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to use psychology and persuasion principles to make your marketing more effective.",
  "example_prompts": [
   "Can you help me apply psychological principles, mental models, or behavioral science to marketing?",
   "Walk me through marketing psychology step by step",
   "What's the best way to approach marketing psychology for my project?"
  ],
  "keywords": [
   "marketing-psychology",
   "wants",
   "apply",
   "psychological",
   "principles",
   "mental",
   "models",
   "behavioral",
   "science",
   "marketing"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "offers",
  "description": "When the user wants to design, construct, or improve an offer — the thing they actually sell — including value framing, bonus stacking, guarantee design, scarcity/urgency, naming, and payment structure. Also use when the user mentions 'offer,' 'offer design,' 'build an offer,' 'grand slam offer,' 'irresistible offer,' 'value stack,' 'bonus stack,' 'guarantee,' 'risk reversal,' 'money-back guarantee,' 'scarcity,' 'urgency,' 'high-ticket offer,' 'productize a service,' 'naming an offer,' 'payment plan,' 'down-sell,' 'upsell offer,' or 'why isn't my offer converting.' Best for services, agencies, courses, coaching, info products, high-ticket B2B, and direct-response. If you run pure self-serve SaaS, read pricing first — tiers and packaging do more work there. For price level itself (tiers, freemium, value metric), see pricing. For the page that presents the offer, see copywriting. For the launch moment, see launch. For sales collateral, see sales-enablement.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/offers/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/offers/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to make what you sell more compelling with better value, bonuses or guarantees.",
  "example_prompts": [
   "Can you help me design, construct, or improve an offer — the thing they actually?",
   "Walk me through offers step by step",
   "What's the best way to approach offers for my project?"
  ],
  "keywords": [
   "offers",
   "wants",
   "design",
   "construct",
   "improve",
   "offer",
   "thing",
   "they",
   "actually",
   "sell"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "onboarding",
  "description": "When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions \"onboarding flow,\" \"activation rate,\" \"user activation,\" \"first-run experience,\" \"empty states,\" \"onboarding checklist,\" \"aha moment,\" \"new user experience,\" \"users aren't activating,\" \"nobody completes setup,\" \"low activation rate,\" \"users sign up but don't use the product,\" \"time to value,\" or \"first session experience.\" Use this whenever users are signing up but not sticking around. For signup/registration optimization, see signup. For ongoing email sequences, see emails.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/onboarding/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/onboarding/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when new users sign up but don't stick around, and you want a better first-run experience.",
  "example_prompts": [
   "users aren",
   "users sign up but don",
   "first session experience."
  ],
  "keywords": [
   "onboarding",
   "wants",
   "optimize",
   "post-signup",
   "activation",
   "first-run",
   "experience",
   "time-to-value",
   "also",
   "mentions"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "paywalls",
  "description": "When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions \"paywall,\" \"upgrade screen,\" \"upgrade modal,\" \"upsell,\" \"feature gate,\" \"convert free to paid,\" \"freemium conversion,\" \"trial expiration screen,\" \"limit reached screen,\" \"plan upgrade prompt,\" \"in-app pricing,\" \"free users won't upgrade,\" \"trial to paid conversion,\" or \"how do I get users to pay.\" Use this for any in-product moment where you're asking users to upgrade. Distinct from public pricing pages (see cro) — this focuses on in-product upgrade moments where the user has already experienced value. For pricing decisions, see pricing.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/paywalls/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/paywalls/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're designing an upgrade screen or paywall to turn free users into paying ones.",
  "example_prompts": [
   "free users won",
   "how do I get users to pay."
  ],
  "keywords": [
   "paywalls",
   "wants",
   "create",
   "optimize",
   "in-app",
   "upgrade",
   "screens",
   "upsell",
   "modals",
   "feature"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "popups",
  "description": "When the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes. Also use when the user mentions \"exit intent,\" \"popup conversions,\" \"modal optimization,\" \"lead capture popup,\" \"email popup,\" \"announcement banner,\" \"overlay,\" \"collect emails with a popup,\" \"exit popup,\" \"scroll trigger,\" \"sticky bar,\" or \"notification bar.\" Use this for any overlay or interrupt-style conversion element. For forms outside of popups, see cro. For general page conversion optimization, see cro.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/popups/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/popups/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to create or improve popups, banners or exit-intent offers on your site.",
  "example_prompts": [
   "Can you help me create or optimize popups, modals, overlays, slide-ins, or banners for conversion?",
   "Walk me through popups step by step",
   "What's the best way to approach popups for my project?"
  ],
  "keywords": [
   "popups",
   "wants",
   "create",
   "optimize",
   "modals",
   "overlays",
   "slide-ins",
   "banners",
   "conversion",
   "purposes"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "pricing",
  "description": "When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' 'monetization,' 'how much should I charge,' 'my pricing is wrong,' 'pricing page,' 'annual vs monthly,' 'per seat pricing,' 'should I offer a free plan,' 'pricing page teardown,' 'pricing page audit,' 'is my pricing page AI-readable,' or 'can AI read my pricing.' Use this whenever someone is figuring out what to charge, how to structure their plans, or wants to audit a pricing page (for humans and for the AI agents that shortlist tools). For in-app upgrade screens, see paywalls. For offer construction (bonuses, guarantees, value framing, naming) on services/courses/coaching/high-ticket B2B, see offers.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/pricing/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/pricing/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're deciding how to price or package your product, like tiers, free trials or freemium.",
  "example_prompts": [
   "Can you help me when the user wants help with pricing decisions, packaging, or monetization?",
   "Walk me through pricing step by step",
   "What's the best way to approach pricing for my project?"
  ],
  "keywords": [
   "pricing",
   "wants",
   "help",
   "decisions",
   "packaging",
   "monetization",
   "strategy",
   "also",
   "mentions",
   "tiers"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "product-marketing",
  "description": "When the user wants to create or update their product marketing context document. Also use when the user mentions 'product context,' 'marketing context,' 'set up context,' 'positioning,' 'who is my target audience,' 'describe my product,' 'ICP,' 'ideal customer profile,' 'brand voice,' 'tone of voice,' 'brand guidelines,' 'what have we learned,' 'log this learning,' or wants to avoid repeating foundational information across marketing tasks. Use this at the start of any new project before using other marketing skills — it creates `.agents/product-marketing.md` that all other skills reference for product, audience, and positioning context.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/product-marketing/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/product-marketing/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to write down your product, audience and positioning so other marketing work stays consistent.",
  "example_prompts": [
   "Can you help me create or update their product marketing context document?",
   "Walk me through product marketing step by step",
   "What's the best way to approach product marketing for my project?"
  ],
  "keywords": [
   "product-marketing",
   "wants",
   "create",
   "update",
   "their",
   "product",
   "marketing",
   "context",
   "document",
   "also"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "programmatic-seo",
  "description": "When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions \"programmatic SEO,\" \"template pages,\" \"pages at scale,\" \"directory pages,\" \"location pages,\" \"[keyword] + [city] pages,\" \"comparison pages,\" \"integration pages,\" \"building many pages for SEO,\" \"pSEO,\" \"generate 100 pages,\" \"data-driven pages,\" \"templated landing pages,\" or \"which CMS for pSEO.\" Use this whenever someone wants to create many similar pages targeting different keywords or locations. For auditing existing SEO issues, see seo-audit. For content strategy planning, see content-strategy.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/programmatic-seo/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/programmatic-seo/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to create many SEO pages at once from a template and a data source.",
  "example_prompts": [
   "Can you help me create SEO-driven pages at scale using templates and data?",
   "Walk me through programmatic seo step by step",
   "What's the best way to approach programmatic seo for my project?"
  ],
  "keywords": [
   "programmatic-seo",
   "wants",
   "create",
   "seo-driven",
   "pages",
   "scale",
   "using",
   "templates",
   "data",
   "also"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "prospecting",
  "description": "When the user wants to find, qualify, and build a list of prospects to reach out to, across B2B SaaS, general B2B, or local small businesses. Also use when the user mentions \"prospecting,\" \"build a prospect list,\" \"find leads,\" \"lead list,\" \"outbound list,\" \"target account list,\" \"ICP-fit accounts,\" \"find local businesses,\" \"find my first customers,\" \"design partners,\" \"signal-based outbound,\" \"buying signals,\" \"intent data,\" \"job change alerts,\" \"waterfall enrichment,\" \"Clay table,\" \"lookalike accounts,\" \"catch-all emails,\" \"account tiering,\" or \"research this account before I reach out.\" Always verify emails before they reach a sequence, and never scrape LinkedIn. Define audiences in Sales Navigator and pull contacts from licensed data. Covers list building, signals, enrichment, verification, and account research. For the outreach itself (copy, sending setup, LinkedIn, cadences, replies), see cold-email. For researching competitors, see competitor-profiling.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/prospecting/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/prospecting/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you need to find and qualify a list of potential customers to reach out to.",
  "example_prompts": [
   "Can you help me find, qualify, and build a list of prospects to reach out?",
   "Walk me through prospecting step by step",
   "What's the best way to approach prospecting for my project?"
  ],
  "keywords": [
   "prospecting",
   "wants",
   "find",
   "qualify",
   "build",
   "list",
   "prospects",
   "reach",
   "out",
   "across"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "public-relations",
  "description": "When the user wants help with public relations, earned media, press coverage, journalist outreach, or media strategy (not pull requests). Also use when the user mentions 'PR,' 'press,' 'press release,' 'media outreach,' 'pitch a journalist,' 'get featured,' 'media list,' 'media kit,' 'press kit,' 'newsjacking,' 'news hijack,' 'HARO,' 'Qwoted,' 'Featured,' 'reporter request,' 'tech press,' 'TechCrunch,' 'thought leadership placement,' 'op-ed,' 'guest article,' 'press contacts,' 'podcast prep,' 'podcast guest,' 'prep me for this podcast,' 'how do I get press,' 'PR crisis,' 'crisis communications,' 'respond to backlash,' 'we got hacked,' 'data breach statement,' or 'holding statement.' Also covers crisis response when something goes wrong. For startup/SaaS/AI directory submissions, see directory-submissions. For product launches, see launch. For social-media engagement, see social. For cold-email outreach to prospects, see cold-email.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/public-relations/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/public-relations/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want press coverage, need a press release or want to pitch journalists.",
  "example_prompts": [
   "Can you help me when the user wants help with public relations, earned media, press?",
   "Walk me through public relations step by step",
   "What's the best way to approach public relations for my project?"
  ],
  "keywords": [
   "public-relations",
   "wants",
   "help",
   "public",
   "relations",
   "earned",
   "media",
   "press",
   "coverage",
   "journalist"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "referrals",
  "description": "When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mouth,' 'viral loop,' 'refer a friend,' 'partner program,' 'referral incentive,' 'how to get referrals,' 'customers referring customers,' 'affiliate payout,' 'get more reviews,' 'G2 reviews,' 'review campaign,' or 'respond to a bad review.' Use this whenever someone wants existing users or partners to bring in new customers. For launch-specific virality, see launch.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/referrals/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/referrals/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to start or improve a referral or affiliate program.",
  "example_prompts": [
   "Can you help me create, optimize, or analyze a referral program, affiliate program, or word-of-mouth?",
   "Walk me through referrals step by step",
   "What's the best way to approach referrals for my project?"
  ],
  "keywords": [
   "referrals",
   "wants",
   "create",
   "optimize",
   "analyze",
   "referral",
   "program",
   "affiliate",
   "word-of-mouth",
   "strategy"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "revops",
  "description": "When the user wants help with revenue operations, lead lifecycle management, or marketing-to-sales handoff processes. Also use when the user mentions 'RevOps,' 'revenue operations,' 'lead scoring,' 'outbound pipeline stages,' 'lead routing,' 'MQL,' 'SQL,' 'pipeline stages,' 'deal desk,' 'CRM automation,' 'marketing-to-sales handoff,' 'data hygiene,' 'leads aren't getting to sales,' 'pipeline management,' 'lead qualification,' or 'when should marketing hand off to sales.' Use this for anything involving the systems and processes that connect marketing to revenue. For cold outreach emails, see cold-email. For email drip campaigns, see emails. For pricing decisions, see pricing.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/revops/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/revops/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to organize how leads move from marketing to sales and track the pipeline.",
  "example_prompts": [
   "leads aren",
   "when should marketing hand off to sales."
  ],
  "keywords": [
   "revops",
   "wants",
   "help",
   "revenue",
   "operations",
   "lead",
   "lifecycle",
   "management",
   "marketing-to-sales",
   "handoff"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "sales-enablement",
  "description": "When the user wants to create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts. Also use when the user mentions 'sales deck,' 'pitch deck,' 'one-pager,' 'leave-behind,' 'objection handling,' 'deal-specific ROI analysis,' 'demo script,' 'talk track,' 'sales playbook,' 'proposal template,' 'buyer persona card,' 'battle card,' 'battlecard,' 'competitive one-pager,' 'win-loss analysis,' 'why are we losing deals,' 'loss reasons,' 'how do I respond to this objection,' 'prospect just said,' 'help my sales team,' 'sales materials,' or 'what should I give my sales reps,' 'cold call script,' or 'voicemail script.' Use this for any document or asset that helps a sales team close deals. For public competitor comparison pages, see competitors. For running buyer interviews or churn research, see customer-research. For marketing website copy, see copywriting. For cold outreach emails, see cold-email. For the offer being sold (bonuses, guarantees, pricing structure), see offers.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/sales-enablement/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/sales-enablement/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you need sales materials like a sales deck, one-pager, demo script or objection handling guide.",
  "example_prompts": [
   "Can you help me create sales collateral, pitch decks, one-pagers, objection handling docs, or demo?",
   "Walk me through sales enablement step by step",
   "What's the best way to approach sales enablement for my project?"
  ],
  "keywords": [
   "sales-enablement",
   "wants",
   "create",
   "sales",
   "collateral",
   "pitch",
   "decks",
   "one-pagers",
   "objection",
   "handling"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "schema",
  "description": "When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user mentions \"schema markup,\" \"structured data,\" \"JSON-LD,\" \"rich snippets,\" \"schema.org,\" \"FAQ schema,\" \"product schema,\" \"review schema,\" \"breadcrumb schema,\" \"Google rich results,\" \"knowledge panel,\" \"star ratings in search,\" or \"add structured data.\" Use this whenever someone wants their pages to show enhanced results in Google. For broader SEO issues, see seo-audit. For AI search optimization, see ai-seo.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/schema/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/schema/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to add structured data (schema markup) to your site so search engines understand it better.",
  "example_prompts": [
   "Can you help me add, fix, or optimize schema markup and structured data on their?",
   "Walk me through schema step by step",
   "What's the best way to approach schema for my project?"
  ],
  "keywords": [
   "schema",
   "wants",
   "add",
   "fix",
   "optimize",
   "markup",
   "structured",
   "data",
   "their",
   "site"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "seo-audit",
  "description": "When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions \"SEO audit,\" \"technical SEO,\" \"why am I not ranking,\" \"SEO issues,\" \"on-page SEO,\" \"meta tags review,\" \"SEO health check,\" \"my traffic dropped,\" \"lost rankings,\" \"not showing up in Google,\" \"site isn't ranking,\" \"Google update hit me,\" \"page speed,\" \"core web vitals,\" \"crawl errors,\" \"indexing issues,\" \"stuck on page 2,\" \"striking distance keywords,\" \"title tag rewrite,\" \"low CTR,\" \"local SEO,\" \"Google Business Profile,\" or \"map pack.\" Use this even if the user just says something vague like \"my SEO is bad\" or \"help with SEO\" — start with an audit. For building pages at scale to target keywords, see programmatic-seo. For adding structured data, see schema. For AI search optimization, see ai-seo.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/seo-audit/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/seo-audit/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to find out why your site or blog isn't ranking and what SEO issues to fix.",
  "example_prompts": [
   "site isn",
   "map pack.",
   "my SEO is bad"
  ],
  "keywords": [
   "seo-audit",
   "wants",
   "audit",
   "review",
   "diagnose",
   "seo",
   "issues",
   "their",
   "site",
   "also"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "signup",
  "description": "When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions \"signup conversions,\" \"registration friction,\" \"signup form optimization,\" \"free trial signup,\" \"reduce signup dropoff,\" \"account creation flow,\" \"people aren't signing up,\" \"signup abandonment,\" \"trial conversion rate,\" \"nobody completes registration,\" \"too many steps to sign up,\" or \"simplify our signup.\" Use this whenever the user has a signup or registration flow that isn't performing. For post-signup onboarding, see onboarding. For lead capture forms (not account creation), see cro.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/signup/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/signup/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want more people to finish signing up or starting a trial.",
  "example_prompts": [
   "people aren",
   "simplify our signup."
  ],
  "keywords": [
   "signup",
   "wants",
   "optimize",
   "registration",
   "account",
   "creation",
   "trial",
   "activation",
   "flows",
   "also"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "site-architecture",
  "description": "When the user wants to plan, map, or restructure their website's page hierarchy, navigation, URL structure, or internal linking. Also use when the user mentions \"sitemap,\" \"site map,\" \"visual sitemap,\" \"site structure,\" \"page hierarchy,\" \"information architecture,\" \"IA,\" \"navigation design,\" \"URL structure,\" \"breadcrumbs,\" \"internal linking strategy,\" \"website planning,\" \"what pages do I need,\" \"how should I organize my site,\" \"site navigation,\" \"which website builder should I use,\" \"migrate my website,\" or \"add a blog to my existing site.\" Use this whenever someone is planning what pages a website should have, how they connect, and where to build them. NOT for XML sitemaps (that's technical SEO — see seo-audit). For SEO audits, see seo-audit. For structured data, see schema.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/site-architecture/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/site-architecture/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're planning your website's pages, navigation and URL structure.",
  "example_prompts": [
   "Can you help me plan, map, or restructure their website's page hierarchy, navigation, URL structure?",
   "Walk me through site architecture step by step",
   "What's the best way to approach site architecture for my project?"
  ],
  "keywords": [
   "site-architecture",
   "wants",
   "plan",
   "map",
   "restructure",
   "their",
   "website",
   "page",
   "hierarchy",
   "navigation"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "sms",
  "description": "When the user wants to plan, build, or optimize SMS, MMS, or WhatsApp marketing — including welcome flows, abandoned cart texts, post-purchase, win-back, promotional sends, or transactional/auth SMS. Also use when the user mentions \"SMS marketing,\" \"text message campaigns,\" \"SMS sequence,\" \"SMS automation,\" \"abandoned cart text,\" \"post-purchase SMS,\" \"Klaviyo SMS,\" \"Postscript,\" \"Attentive,\" \"Twilio,\" \"A2P 10DLC,\" \"TCPA,\" \"SMS compliance,\" \"short code,\" \"toll-free SMS,\" \"MMS campaign,\" \"should I do SMS,\" \"SMS vs email,\" \"WhatsApp marketing,\" \"WhatsApp Business API,\" \"WhatsApp templates,\" or \"click-to-WhatsApp.\" For email sequences, see emails. For SMS copy framing, see copywriting. For opt-in popups that capture phone numbers, see popups.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/sms/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/sms/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to plan SMS or WhatsApp marketing messages, like welcome texts or abandoned cart reminders.",
  "example_prompts": [
   "Can you help me plan, build, or optimize SMS, MMS, or WhatsApp marketing —?",
   "Walk me through sms step by step",
   "What's the best way to approach sms for my project?"
  ],
  "keywords": [
   "sms",
   "wants",
   "plan",
   "build",
   "optimize",
   "mms",
   "whatsapp",
   "marketing",
   "including",
   "welcome"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "social",
  "description": "When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, or Facebook, or wants to do social listening and engagement triage. Also use when the user mentions 'LinkedIn post,' 'Twitter thread,' 'social media,' 'content calendar,' 'social scheduling,' 'engagement,' 'viral content,' 'what should I post,' 'repurpose this content,' 'tweet ideas,' 'LinkedIn carousel,' 'social media strategy,' 'grow my following,' 'TikTok video,' 'Reels,' 'Shorts,' 'video script,' 'video hook,' 'short-form video,' 'create a reel,' 'social listening,' 'brand mentions,' 'competitor monitoring,' 'top posts to comment on,' 'find people asking for,' 'carousel,' 'slide-by-slide,' or 'document post.' Use this for social content, repurposing, scheduling, video scripts, and listening. Posts avoid AI tells like 'it's not X, it's Y' reveals and broetry. For broader content strategy, see content-strategy. For paid ads, see ad-creative. For earned media, see public-relations.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/social/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/social/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to create or schedule social media posts for LinkedIn, X, Instagram, TikTok or Facebook.",
  "example_prompts": [
   "document post.",
   "s not X, it"
  ],
  "keywords": [
   "social",
   "wants",
   "help",
   "creating",
   "scheduling",
   "optimizing",
   "media",
   "content",
   "linkedin",
   "twitter"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "video",
  "description": "When the user wants to create, generate, or produce video content using AI tools or programmatic frameworks. Also use when the user mentions 'video production,' 'AI video,' 'Remotion,' 'Hyperframes,' 'HeyGen,' 'Synthesia,' 'Veo,' 'Sora,' 'Runway,' 'Kling,' 'Seedance,' 'Hailuo,' 'MiniMax,' 'Pika,' 'Hunyuan,' 'Wan,' 'video generation,' 'AI avatar,' 'talking head video,' 'programmatic video,' 'video template,' 'explainer video,' 'product demo video,' 'record a product demo,' 'feature demo video,' 'in-app demo,' 'video pipeline,' 'copy this edit,' 'match this video style,' 'reverse-engineer this video,' 'edit like this reference,' or 'make me a video.' Use this for video creation, generation, and production workflows. For video content strategy and what to post, see social. For paid video ad creative, see ad-creative.",
  "repo": "coreyhaines31/marketingskills",
  "repo_stars": 54913,
  "path": "skills/video/SKILL.md",
  "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/video/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to plan or produce marketing videos with AI tools.",
  "example_prompts": [
   "Can you help me create, generate, or produce video content using AI tools or programmatic?",
   "Walk me through video step by step",
   "What's the best way to approach video for my project?"
  ],
  "keywords": [
   "video",
   "wants",
   "create",
   "generate",
   "produce",
   "content",
   "using",
   "tools",
   "programmatic",
   "frameworks"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "agent-launcher-orchestrator",
  "description": "Use when a user wants to build, launch, grade, or schedule a Claude Managed Agent (CMA) in their own Anthropic account — \"build me an agent\", \"launch this as a managed agent\", \"run this on a schedule\", \"grade my agent against a rubric\", \"set up a nightly worker\". Reads the per-session goal (./my-agent/goal.json), routes deterministically to one of five phase sub-skills (interview → stage-launch → grade-iterate → run-without-you → wrap-up) via goal_router.py, and compiles the goal+phase into an execution shape (single-pass workflow / bounded grade→iterate loop / recurring cron deployment loop) via loop_compiler.py. Forks context so heavy intake (build sheets, payloads, eval cases) stays out of the parent thread. All launches are emitted as BYOK curl the user runs with their own key; no tool makes API calls. Inspired by anthropics/launch-your-agent (Apache-2.0). Distinct from engineering/agent-harness (generic domain loop) and engineering/write-a-skill (authors Claude Code skills, not CMAs).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "agent-launcher/skills/agent-launcher-orchestrator/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/agent-launcher/skills/agent-launcher-orchestrator/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to build, launch, grade, or schedule a Claude Managed Agent in their own Anthropic account — \"build me an agent\".",
  "example_prompts": [
   "build me an agent",
   "launch this as a managed agent",
   "run this on a schedule"
  ],
  "keywords": [
   "agent-launcher-orchestrator",
   "wants",
   "build",
   "launch",
   "grade",
   "schedule",
   "claude",
   "managed",
   "agent",
   "cma"
  ]
 },
 {
  "name": "grade-iterate",
  "description": "Phase 3 of building a Claude Managed Agent — the bounded grade→iterate loop. Define a CMA outcome (a required markdown rubric graded by an isolated grader), read each verdict, decide the next move (sharpen / re-run / promote to schedule), and once a version passes, run held-back eval cases in parallel. Use when the user says \"grade my agent\", \"make it pass the rubric\", \"iterate until it's good\", \"is it good enough\", or when the orchestrator routes phase=grade-iterate. outcome_builder.py builds the user.define_outcome payload (rubric required, max_iterations clamped 1..20 — never unbounded); verdict_reader.py reads the grader result and recommends the next move; eval_scaffold.py generates held-back cases + a parallel run plan (capped at the 25-thread CMA ceiling). Distinct from stage-launch (first launch) and run-without-you (scheduling).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "agent-launcher/skills/grade-iterate/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/agent-launcher/skills/grade-iterate/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to says \"grade my agent\", \"make it pass the rubric\", \"iterate until it's good\", \"is it good enough\".",
  "example_prompts": [
   "grade my agent",
   "make it pass the rubric",
   "iterate until it"
  ],
  "keywords": [
   "grade-iterate",
   "phase",
   "building",
   "claude",
   "managed",
   "agent",
   "bounded",
   "grade",
   "iterate",
   "loop"
  ]
 },
 {
  "name": "interview",
  "description": "Phase 1 of building a Claude Managed Agent — interview the founder about the one job the agent should do, then produce a build sheet (CMA primitives table + v1/v2 deferrals + eval plan) WITHOUT needing their API key yet. Use when the user says \"help me scope an agent\", \"I have an idea for an agent\", \"what should this agent be\", or when the orchestrator routes phase=interview. Drives the six intake slots (job, trigger, inputs, actions, definition-of-done, recurrence) via AskUserQuestion, maps them to primitives with interview_planner.py, assembles build-sheet.json with build_sheet_builder.py, and validates limits with primitives_validator.py. Connectors are mockable in v0 (schema-true custom tools); real MCP servers become v1 deferrals. Distinct from stage-launch (which turns the sheet into payloads).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "agent-launcher/skills/interview/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/agent-launcher/skills/interview/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to says \"help me scope an agent\", \"I have an idea for an agent\", \"what should this agent be\".",
  "example_prompts": [
   "help me scope an agent",
   "I have an idea for an agent",
   "what should this agent be"
  ],
  "keywords": [
   "interview",
   "phase",
   "building",
   "claude",
   "managed",
   "agent",
   "founder",
   "about",
   "one",
   "job"
  ]
 },
 {
  "name": "run-without-you",
  "description": "Phase 4 of building a Claude Managed Agent — make it run without you. Turn a graded agent into a recurring scheduled deployment (POSIX-cron), an event-driven curl trigger, or confirmed on-demand use, then finalize the versioned roadmap. Use when the user says \"run it every morning\", \"put it on a schedule\", \"nightly\", \"weekly\", \"automate this\", \"make it recurring\", or when the orchestrator routes phase=run-without-you. deployment_builder.py builds the POST /v1/deployments payload (initial_events must include user.message; optionally nests a user.define_outcome so each firing self-grades); cron_validator.py validates the 5-field cron + IANA timezone and prints the wall-clock DST note; next_directions_writer.py writes NEXT-DIRECTIONS.md. No tool makes API calls — the deployment is created via BYOK curl. Distinct from grade-iterate (the in-session loop) and wrap-up (closeout).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "agent-launcher/skills/run-without-you/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/agent-launcher/skills/run-without-you/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to phase 4 of building a Claude Managed Agent — make it run without you.",
  "example_prompts": [
   "run it every morning",
   "put it on a schedule",
   "automate this"
  ],
  "keywords": [
   "run-without-you",
   "phase",
   "building",
   "claude",
   "managed",
   "agent",
   "make",
   "run",
   "without",
   "turn"
  ]
 },
 {
  "name": "stage-launch",
  "description": "Phase 2 of building a Claude Managed Agent — turn a validated build sheet into exact API payloads and a resumable BYOK curl launch script, then launch (environment → agent → session → kickoff) using the founder's OWN Anthropic key. Use when the user says \"launch it\", \"deploy the agent\", \"create the agent now\", or when the orchestrator routes phase=stage-launch. payload_generator.py emits the four ordered payloads; launch_script_writer.py writes launch.sh that reads $ANTHROPIC_API_KEY at runtime and never embeds it; payload_validator.py runs a pre-launch check including an API-key-leak scan. No tool in this skill makes network calls — the user runs launch.sh themselves. Distinct from interview (planning) and grade-iterate (the outcome loop).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "agent-launcher/skills/stage-launch/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/agent-launcher/skills/stage-launch/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to says \"launch it\", \"deploy the agent\", \"create the agent now\", or when the orchestrator routes phase=stage-launch.",
  "example_prompts": [
   "s OWN Anthropic key. Use when the user says ",
   "deploy the agent",
   "create the agent now"
  ],
  "keywords": [
   "stage-launch",
   "phase",
   "building",
   "claude",
   "managed",
   "agent",
   "turn",
   "validated",
   "build",
   "sheet"
  ]
 },
 {
  "name": "wrap-up",
  "description": "Close out a launched Claude Managed Agent — recap every primitive the founder now owns, regenerate the single-file overview page, and suggest the next 1-2 upgrades. Use when the user says \"wrap up\", \"close this out\", \"what do I own now\", \"give me the summary\", \"recap the agent\", or when the orchestrator routes phase=wrap-up. primitives_inventory.py tables everything owned (agent, environment, session, memory, outcome, deployment); overview_page.py regenerates a self-contained ./my-agent/agent-overview.html; upgrade_suggester.py ranks the next moves from recorded deferrals plus standing hardening steps. Companion to run-without-you; the last stop before phase=done.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "agent-launcher/skills/wrap-up/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/agent-launcher/skills/wrap-up/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to says \"wrap up\", \"close this out\", \"what do I own now\", \"give me the summary\", \"recap the agent\".",
  "example_prompts": [
   "wrap up",
   "close this out",
   "what do I own now"
  ],
  "keywords": [
   "wrap-up",
   "close",
   "out",
   "launched",
   "claude",
   "managed",
   "agent",
   "recap",
   "every",
   "primitive"
  ]
 },
 {
  "name": "business-growth-skills",
  "description": "Router/index for the 4 business & growth skills bundled in this plugin: customer-success-manager (health scoring, churn risk, expansion), sales-engineer (RFP analysis, competitive matrices, PoC planning), revenue-operations (pipeline, forecast accuracy, GTM efficiency), and contract-and-proposal-writer. Use when a growth/revenue request doesn't obviously match one skill and you need to pick the right one (e.g., 'which accounts are at risk', 'should we bid on this RFP').",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "business-growth/skills/business-growth-skills/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/business-growth/skills/business-growth-skills/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when a growth/revenue request doesn't obviously match one skill and you need to pick the right one.",
  "example_prompts": [
   "which accounts are at risk",
   "should we bid on this RFP"
  ],
  "keywords": [
   "business-growth-skills",
   "router",
   "index",
   "business",
   "growth",
   "skills",
   "bundled",
   "plugin",
   "customer-success-manager",
   "health"
  ]
 },
 {
  "name": "contract-and-proposal-writer",
  "description": "Generate professional, jurisdiction-aware business documents: freelance contracts, project proposals, SOWs, NDAs, and MSAs. Structured Markdown output with docx conversion instructions. Covers US (Delaware), EU (GDPR), UK, and DACH (German law) jurisdictions. Not a substitute for legal counsel — use as strong starting points. Use when drafting a freelance contract, preparing a client proposal, writing an SOW for a new engagement, or producing an NDA before sharing sensitive material.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "business-growth/skills/contract-and-proposal-writer/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/business-growth/skills/contract-and-proposal-writer/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you're drafting a freelance contract, preparing a client proposal, writing an SOW for a new engagement.",
  "example_prompts": [
   "Help me with drafting a freelance contract, preparing a client proposal, writing an SOW",
   "Walk me through contract and proposal writer step by step",
   "What's the best way to approach contract and proposal writer for my project?"
  ],
  "keywords": [
   "contract-and-proposal-writer",
   "generate",
   "professional",
   "jurisdiction-aware",
   "business",
   "documents",
   "freelance",
   "contracts",
   "project",
   "proposals"
  ]
 },
 {
  "name": "customer-success-manager",
  "description": "Monitors customer health, predicts churn risk, and identifies expansion opportunities using weighted scoring models for SaaS customer success. Use when analyzing customer accounts, reviewing retention metrics, scoring at-risk customers, or when the user mentions churn, customer health scores, upsell opportunities, expansion revenue, retention analysis, or customer analytics. Runs three Python CLI tools to produce deterministic health scores, churn risk tiers, and prioritized expansion recommendations across Enterprise, Mid-Market, and SMB segments.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "business-growth/skills/customer-success-manager/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/business-growth/skills/customer-success-manager/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you're analyzing customer accounts, reviewing retention metrics, scoring at-risk customers, or when the user mentions churn.",
  "example_prompts": [
   "Help me with analyzing customer accounts, reviewing retention metrics, scoring at-risk customers, or when",
   "Walk me through customer success manager step by step",
   "What's the best way to approach customer success manager for my project?"
  ],
  "keywords": [
   "customer-success-manager",
   "monitors",
   "customer",
   "health",
   "predicts",
   "churn",
   "risk",
   "identifies",
   "expansion",
   "opportunities"
  ]
 },
 {
  "name": "revenue-operations",
  "description": "Analyzes sales pipeline health, revenue forecasting accuracy, and go-to-market efficiency metrics for SaaS revenue optimization. Use when analyzing sales pipeline coverage, forecasting revenue, evaluating go-to-market performance, reviewing sales metrics, assessing pipeline analysis, tracking forecast accuracy with MAPE, calculating GTM efficiency, or measuring sales efficiency and unit economics for SaaS teams.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "business-growth/skills/revenue-operations/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/business-growth/skills/revenue-operations/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you're analyzing sales pipeline coverage, forecasting revenue, evaluating go-to-market performance, reviewing sales metrics.",
  "example_prompts": [
   "Help me with analyzing sales pipeline coverage, forecasting revenue, evaluating go-to-market performance, reviewing sales",
   "Walk me through revenue operations step by step",
   "What's the best way to approach revenue operations for my project?"
  ],
  "keywords": [
   "revenue-operations",
   "analyzes",
   "sales",
   "pipeline",
   "health",
   "revenue",
   "forecasting",
   "accuracy",
   "go-to-market",
   "efficiency"
  ]
 },
 {
  "name": "sales-engineer",
  "description": "Analyzes RFP/RFI responses for coverage gaps, builds competitive feature comparison matrices, and plans proof-of-concept (POC) engagements for pre-sales engineering. Use when responding to RFPs, bids, or proposal requests; comparing product features against competitors; planning or scoring a customer POC or sales demo; preparing a technical proposal; or performing win/loss competitor analysis. Handles tasks described as 'RFP response', 'bid response', 'proposal response', 'competitor comparison', 'feature matrix', 'POC planning', 'sales demo prep', or 'pre-sales engineering'.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "business-growth/skills/sales-engineer/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/business-growth/skills/sales-engineer/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you're responding to RFPs, bids, or proposal requests.",
  "example_prompts": [
   "RFP response",
   "bid response",
   "proposal response"
  ],
  "keywords": [
   "sales-engineer",
   "analyzes",
   "rfp",
   "rfi",
   "responses",
   "coverage",
   "gaps",
   "builds",
   "competitive",
   "feature"
  ]
 },
 {
  "name": "business-operations-skills",
  "description": "Use when running, diagnosing, or designing internal business operations — process documentation, vendor SLAs, capacity planning, internal comms, SOP/runbook authoring, procurement spend. Triggers on \"BizOps review\", \"where's the bottleneck\", \"vendor health\", \"internal SOP\", \"all-hands deck\", \"spend categorization\", \"capacity for Q3\", \"process mapping\". Forks context to route to one of six BizOps sub-skills (process-mapper, vendor-management, capacity-planner, internal-comms, knowledge-ops, procurement-optimizer) and returns a digest. Distinct from business-growth (external sales motion) and c-level-advisor (strategic, not operational).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "business-operations/skills/business-operations-skills/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/business-operations/skills/business-operations-skills/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you're running, diagnosing, or designing internal business operations — process documentation, vendor SLAs, capacity planning.",
  "example_prompts": [
   "BizOps review",
   "s the bottleneck",
   "vendor health"
  ],
  "keywords": [
   "business-operations-skills",
   "running",
   "diagnosing",
   "designing",
   "internal",
   "business",
   "operations",
   "process",
   "documentation",
   "vendor"
  ]
 },
 {
  "name": "capacity-planner",
  "description": "Use when an ops leader (Director of CX, Head of Support, VP Ops, Head of BizOps, Head of IT ops, Head of Finance ops) is sizing ops capacity, building a headcount plan, modeling utilization risk, planning Q3 capacity or annual support capacity, or designing CS coverage — and needs Erlang-C queueing math, P90 demand sizing, shrinkage-adjusted FTE, manager-trigger thresholds, and a quarterly hiring sequence with ramp + attrition. Apply when sustained team utilization is above 80% or when the team is growing >50% in 12 months. Run before committing the headcount budget. This is NOT engineering capacity (see vpe-advisor for DORA + cycle time) and NOT strategic 3-year workforce planning (see chro-advisor).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "business-operations/skills/capacity-planner/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/business-operations/skills/capacity-planner/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when an ops leader is sizing ops capacity, building a headcount plan, modeling utilization risk, planning Q3 capacity.",
  "example_prompts": [
   "I need help with an ops leader is sizing ops capacity, building a headcount plan",
   "Walk me through capacity planner step by step",
   "What's the best way to approach capacity planner for my project?"
  ],
  "keywords": [
   "capacity-planner",
   "ops",
   "leader",
   "director",
   "head",
   "support",
   "bizops",
   "finance",
   "sizing",
   "capacity"
  ]
 },
 {
  "name": "internal-comms",
  "description": "Use when a Head of People Ops, BizOps lead, or Internal Communications owner needs to draft and sequence an internal-only change-management communication — a re-org announcement, a tool rollout, a policy change, a leadership transition, a layoff, an acquisition close, or an internal product launch — and the audience is employees (not customers). Pairs Prosci ADKAR and Kotter's 8-step change model with deterministic stdlib-only Python tools to produce a sequenced touchpoint calendar, a Kotter-compliant primary announcement, an audience-segmented FAQ, and manager cascade talking points; industry-tuned via --profile {tech-startup, scaleup, enterprise, public-company, non-profit}. Triggers on \"all-hands announcement\", \"change comms\", \"rollout comms\", \"re-org announcement\", \"manager talking points\", \"layoff comms\".",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "business-operations/skills/internal-comms/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/business-operations/skills/internal-comms/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you need to write a company update, newsletter, status report or other internal announcement.",
  "example_prompts": [
   "all-hands announcement",
   "change comms",
   "rollout comms"
  ],
  "keywords": [
   "internal-comms",
   "head",
   "people",
   "ops",
   "bizops",
   "lead",
   "internal",
   "communications",
   "owner",
   "needs"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "knowledge-ops",
  "description": "Use when a Head of Ops, Knowledge Manager, or TPM-Internal needs to author, validate, or clean up company SOPs and internal runbooks (procurement intake, vendor offboarding, incident-comms cascade, employee onboarding) — including 5W2H completeness checks (Who-What-When-Where-Why-How-HowMuch), cross-link and orphan-page validation across a sprawling Notion/Confluence/Obsidian wiki, KB ingestion + hygiene reporting, and runbook step verification (named owner, expected duration, observable success signal, rollback path, escalation contact). Pairs Ishikawa's 5W2H method, Gawande's *The Checklist Manifesto*, ISO 9001, ITIL v4, and Google SRE Workbook runbook discipline with deterministic stdlib-only Python tools that score completeness, detect anti-patterns, and emit prioritized cleanup lists (e.g., \"validate this runbook before it goes into rotation\", \"audit our Confluence wiki for stale and orphaned SOPs\").",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "business-operations/skills/knowledge-ops/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/business-operations/skills/knowledge-ops/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when a Head of Ops, Knowledge Manager, or TPM-Internal needs to author, validate, or clean up company SOPs and internal runbooks.",
  "example_prompts": [
   "s 5W2H method, Gawande",
   "validate this runbook before it goes into rotation",
   "audit our Confluence wiki for stale and orphaned SOPs"
  ],
  "keywords": [
   "knowledge-ops",
   "head",
   "ops",
   "knowledge",
   "manager",
   "tpm-internal",
   "needs",
   "author",
   "validate",
   "clean"
  ]
 },
 {
  "name": "process-mapper",
  "description": "Use when a BizOps lead, COO, or process-improvement owner needs to document an end-to-end business process (procurement, employee onboarding, incident handoff, customer-onboarding, claims adjudication) in BPMN-style notation, measure cycle times by stage, surface where work spends most of its time waiting vs. being worked, and quantify the gap between processing time and total elapsed time. Pairs Lean / Six Sigma / Theory-of-Constraints canon with deterministic stdlib-only Python tools to produce a process map, a ranked bottleneck list (with severity + root-cause hypothesis), and a cycle-time analysis (P50, P90, value-add ratio, Little's-Law throughput). Distinct from sales-pipeline, system-reliability (SLO), and strategic-OKR work — this is tactical process documentation for internal operations.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "business-operations/skills/process-mapper/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/business-operations/skills/process-mapper/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when a BizOps lead, COO, or process-improvement owner needs to document an end-to-end business process in BPMN-style notation.",
  "example_prompts": [
   "I need help with a BizOps lead, COO, or process-improvement owner needs to document",
   "Walk me through process mapper step by step",
   "What's the best way to approach process mapper for my project?"
  ],
  "keywords": [
   "process-mapper",
   "bizops",
   "lead",
   "coo",
   "process-improvement",
   "owner",
   "needs",
   "document",
   "end-to-end",
   "business"
  ]
 },
 {
  "name": "procurement-optimizer",
  "description": "Use when running an annual SaaS audit, doing category-level spend review, or rationalizing the supplier base — when the user needs a spend audit, spend categorization (UNSPSC-aligned with Pareto breakdown and industry profiles), purchasing-cycle analysis (bottleneck categories per Goldratt's Theory of Constraints), or risk-balanced supplier consolidation that refuses single-source recommendations for tier-1 categories without a documented break-glass plan. Triggers on \"spend audit\", \"SaaS audit\", \"spend categorization\", \"supplier rationalization\", \"supplier consolidation\", \"category strategy\", \"duplicate SaaS\", \"renewal cluster\".",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "business-operations/skills/procurement-optimizer/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/business-operations/skills/procurement-optimizer/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you're running an annual SaaS audit, doing category-level spend review, or rationalizing the supplier base.",
  "example_prompts": [
   "spend audit",
   "SaaS audit",
   "spend categorization"
  ],
  "keywords": [
   "procurement-optimizer",
   "running",
   "annual",
   "saas",
   "audit",
   "doing",
   "category-level",
   "spend",
   "review",
   "rationalizing"
  ]
 },
 {
  "name": "vendor-management",
  "description": "Use when reviewing, scoring, or auditing third-party SaaS / vendor relationships — running a vendor scorecard with industry tuning, tracking SLA compliance with credit-claim flags, classifying third-party risk across 4 risk vectors, preparing a tier-1 vendor review, or auditing the SaaS portfolio. Forks context so large vendor catalogs (50-500 line items) and SLA logs don't pollute the parent thread. Triggers on \"vendor SLA\", \"vendor scorecard\", \"third-party risk\", \"TPRM\", \"vendor review\", \"supplier performance\", \"vendor health check\", \"renewal review\".",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "business-operations/skills/vendor-management/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/business-operations/skills/vendor-management/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're reviewing, scoring, or auditing third-party SaaS / vendor relationships — running a vendor scorecard with industry tuning.",
  "example_prompts": [
   "t pollute the parent thread. Triggers on ",
   "vendor scorecard",
   "third-party risk"
  ],
  "keywords": [
   "vendor-management",
   "reviewing",
   "scoring",
   "auditing",
   "third-party",
   "saas",
   "vendor",
   "relationships",
   "running",
   "scorecard"
  ]
 },
 {
  "name": "arquiteto-de-empresa",
  "description": "Company Architect: builds a business from scratch as an OKF (Open Knowledge Format) bundle — a tree of version-controllable .md files with frontmatter type, links forming a graph, and reserved index.md/log.md, readable by humans and agents. Guides the founder through a 12-phase interview (foundation, strategy, market, financial, sales, marketing, product, operations, tech, people, legal, governance), one phase at a time, few questions per block, and generates the concepts as conformant markdown. Trigger when the user wants to create, structure, or document an entire company in folders and .md files; when they mention build my company from scratch, company as code, company knowledge base for AI to read, company wiki for agents, OKF, or knowledge bundle. In English.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/arquiteto-de-empresa/skills/arquiteto-de-empresa/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/arquiteto-de-empresa/skills/arquiteto-de-empresa/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it for company Architect: builds a business from scratch as an OKF bundle — a tree of version-controllable .md files with frontmatter type.",
  "example_prompts": [
   "Can you help me company Architect: builds a business from scratch as an OKF bundle?",
   "Walk me through arquiteto de empresa step by step",
   "What's the best way to approach arquiteto de empresa for my project?"
  ],
  "keywords": [
   "arquiteto-de-empresa",
   "company",
   "architect",
   "builds",
   "business",
   "scratch",
   "okf",
   "open",
   "knowledge",
   "format"
  ]
 },
 {
  "name": "chief-ai-officer-advisor",
  "description": "Chief AI Officer advisory for startups: model build-vs-buy decisions (API vs fine-tune vs in-house), AI risk classification under EU AI Act + US state patchwork, AI cost economics (API-to-self-hosted breakeven), and AI team org evolution. Use when deciding whether to call an API or fine-tune, classifying AI use cases for regulatory risk, calculating when self-hosting pays off, sequencing AI hires, or when user mentions CAIO, AI strategy, model selection, foundation model, fine-tuning, EU AI Act, NIST AI RMF, AI governance, model risk, or AI economics. Strategic only — does not duplicate engineering AI/ML skills.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/chief-ai-officer-advisor/skills/chief-ai-officer-advisor/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/chief-ai-officer-advisor/skills/chief-ai-officer-advisor/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you're deciding whether to call an API or fine-tune, classifying AI use cases for regulatory risk, calculating when self-hosting pays off.",
  "example_prompts": [
   "Help me with deciding whether to call an API or fine-tune, classifying AI use",
   "Walk me through chief ai officer advisor step by step",
   "What's the best way to approach chief ai officer advisor for my project?"
  ],
  "keywords": [
   "chief-ai-officer-advisor",
   "chief",
   "officer",
   "advisory",
   "startups",
   "model",
   "build-vs-buy",
   "decisions",
   "api",
   "fine-tune"
  ]
 },
 {
  "name": "chief-customer-officer-advisor",
  "description": "Chief Customer Officer advisory for startups: retention decomposition (gross retention vs NRR honesty, churn root-cause taxonomy), customer segmentation strategy (differential investment across tiers + ICP fit scoring), CS team coverage model (pooled vs named CSM thresholds + ratio math), and CS team org evolution (CS vs Support vs AM distinctions). Use when designing retention strategy, segmenting customers for differential investment, sizing CS team, or sequencing CS hires. Strategic only — does not duplicate engineering/business-growth tactical skills.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/chief-customer-officer-advisor/skills/chief-customer-officer-advisor/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/chief-customer-officer-advisor/skills/chief-customer-officer-advisor/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're designing retention strategy, segmenting customers for differential investment, sizing CS team, or sequencing CS hires.",
  "example_prompts": [
   "Help me with designing retention strategy, segmenting customers for differential investment, sizing CS team",
   "Walk me through chief customer officer advisor step by step",
   "What's the best way to approach chief customer officer advisor for my project?"
  ],
  "keywords": [
   "chief-customer-officer-advisor",
   "chief",
   "customer",
   "officer",
   "advisory",
   "startups",
   "retention",
   "decomposition",
   "gross",
   "nrr"
  ]
 },
 {
  "name": "chief-data-officer-advisor",
  "description": "Chief Data Officer advisory for startups: AI training data rights and consent provenance, data product strategy (warehouse vs lakehouse vs mesh, build-vs-buy), B2B customer-data-as-asset valuation and M&A readiness, data team org evolution. Use when deciding whether to train models on customer data, choosing data architecture, valuing data for fundraising or M&A, sequencing data hires, or when user mentions CDO, chief data officer, data strategy, data mesh, lakehouse, training data, data product, data monetization, or customer data asset. NOT a tactical data engineering skill — strategic decisions only.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/chief-data-officer-advisor/skills/chief-data-officer-advisor/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/chief-data-officer-advisor/skills/chief-data-officer-advisor/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you're deciding whether to train models on customer data, choosing data architecture, valuing data for fundraising or M&A.",
  "example_prompts": [
   "Help me with deciding whether to train models on customer data, choosing data architecture",
   "Walk me through chief data officer advisor step by step",
   "What's the best way to approach chief data officer advisor for my project?"
  ],
  "keywords": [
   "chief-data-officer-advisor",
   "chief",
   "data",
   "officer",
   "advisory",
   "startups",
   "training",
   "rights",
   "consent",
   "provenance"
  ]
 },
 {
  "name": "board-prep",
  "description": "Board meeting preparation for the adversarial scenario, not the friendly one. Forces numbers-cold mastery, anticipates hard questions, builds a narrative that acknowledges weakness without losing the room. Use when preparing for a board meeting, an investor update, fundraising presentation, or any high-stakes adversarial review where every number must live in your head not just on a slide.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/executive-mentor/skills/board-prep/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/executive-mentor/skills/board-prep/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're preparing for a board meeting, an investor update, fundraising presentation.",
  "example_prompts": [
   "Help me with preparing for a board meeting, an investor update, fundraising presentation",
   "Walk me through board prep step by step",
   "What's the best way to approach board prep for my project?"
  ],
  "keywords": [
   "board-prep",
   "board",
   "meeting",
   "preparation",
   "adversarial",
   "scenario",
   "not",
   "friendly",
   "one",
   "forces"
  ]
 },
 {
  "name": "challenge",
  "description": "Pre-mortem plan analysis. Imagine the plan failed 12 months from now and work backwards to find the weaknesses. Surfaces assumptions, dependencies, and execution risks before committing resources. Use when before significant resource commitment, before presenting to a board or investors, when feedback has been one-sidedly positive, or when there is pressure to move fast and figure it out later.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/executive-mentor/skills/challenge/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/executive-mentor/skills/challenge/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to before significant resource commitment, before presenting to a board or investors.",
  "example_prompts": [
   "Can you help me before significant resource commitment, before presenting to a board or investors?",
   "Walk me through challenge step by step",
   "What's the best way to approach challenge for my project?"
  ],
  "keywords": [
   "challenge",
   "pre-mortem",
   "plan",
   "analysis",
   "imagine",
   "failed",
   "months",
   "now",
   "work",
   "backwards"
  ]
 },
 {
  "name": "executive-mentor",
  "description": "Adversarial thinking partner for founders and executives. Stress-tests plans, prepares for brutal board meetings, dissects decisions with no good options, and forces honest post-mortems. Use when you need someone to find the holes before the board does, make a decision you've been avoiding, or understand what actually went wrong.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/executive-mentor/skills/executive-mentor/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/executive-mentor/skills/executive-mentor/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to need someone to find the holes before the board does, make a decision you've been avoiding.",
  "example_prompts": [
   "Can you help me need someone to find the holes before the board does, make?",
   "Walk me through executive mentor step by step",
   "What's the best way to approach executive mentor for my project?"
  ],
  "keywords": [
   "executive-mentor",
   "adversarial",
   "thinking",
   "partner",
   "founders",
   "executives",
   "stress-tests",
   "plans",
   "prepares",
   "brutal"
  ]
 },
 {
  "name": "hard-call",
  "description": "/em:hard-call — Framework for decisions with no good options. Use when every option is painful and a structured 10/10/10 + regret-minimization pass is needed — e.g. choosing between a layoff and a down round, or killing a beloved product line.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/executive-mentor/skills/hard-call/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/executive-mentor/skills/hard-call/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to every option is painful and a structured 10/10/10 + regret-minimization pass is needed — e.",
  "example_prompts": [
   "Can you help me every option is painful and a structured 10/10/10 + regret-minimization pass?",
   "Walk me through hard call step by step",
   "What's the best way to approach hard call for my project?"
  ],
  "keywords": [
   "hard-call",
   "framework",
   "decisions",
   "good",
   "options",
   "every",
   "option",
   "painful",
   "structured",
   "regret-minimization"
  ]
 },
 {
  "name": "postmortem",
  "description": "/em:postmortem — Honest analysis of what went wrong. Use after a failed launch, missed quarter, or bad hire to run a blameless 5-Whys retrospective with a change register — e.g. dissecting why the Q3 release slipped six weeks.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/executive-mentor/skills/postmortem/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/executive-mentor/skills/postmortem/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it for /em:postmortem — Honest analysis of what went wrong.",
  "example_prompts": [
   "I need help with /em:postmortem — Honest analysis of what went wrong",
   "Walk me through postmortem step by step",
   "What's the best way to approach postmortem for my project?"
  ],
  "keywords": [
   "postmortem",
   "honest",
   "analysis",
   "what",
   "went",
   "wrong",
   "after",
   "failed",
   "launch",
   "missed"
  ]
 },
 {
  "name": "stress-test",
  "description": "/em:stress-test — Business assumption stress testing. Use before betting on a plan whose core assumptions are unvalidated — e.g. stress-testing 'enterprise buyers will tolerate a 6-month pilot' or a hockey-stick revenue model.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/executive-mentor/skills/stress-test/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/executive-mentor/skills/stress-test/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want your business plan's key assumptions challenged before you commit to it.",
  "example_prompts": [
   "I need help with /em:stress-test — Business assumption stress testing",
   "Walk me through stress test step by step",
   "What's the best way to approach stress test for my project?"
  ],
  "keywords": [
   "stress-test",
   "business",
   "assumption",
   "stress",
   "testing",
   "before",
   "betting",
   "plan",
   "whose",
   "core"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "general-counsel-advisor",
  "description": "General Counsel advisory for startups: contract review (MSA, SaaS, NDA, DPA, employment), IP strategy, term sheet decoding, and regulatory landscape mapping. Use when reviewing any contract or term sheet, deciding when to engage outside counsel, defining IP strategy, evaluating regulatory exposure (HIPAA, GDPR, FDA, fintech), or when user mentions general counsel, GC, legal review, contract risk, term sheet, IP assignment, or regulatory exposure. NOT a substitute for licensed counsel — surfaces questions to bring to qualified attorneys.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/general-counsel-advisor/skills/general-counsel-advisor/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/general-counsel-advisor/skills/general-counsel-advisor/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're reviewing any contract or term sheet, deciding when to engage outside counsel, defining IP strategy.",
  "example_prompts": [
   "Help me with reviewing any contract or term sheet, deciding when to engage outside",
   "Walk me through general counsel advisor step by step",
   "What's the best way to approach general counsel advisor for my project?"
  ],
  "keywords": [
   "general-counsel-advisor",
   "general",
   "counsel",
   "advisory",
   "startups",
   "contract",
   "review",
   "msa",
   "saas",
   "nda"
  ]
 },
 {
  "name": "agent-protocol",
  "description": "Inter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, and response formats. Use when C-suite agents need to query each other, coordinate cross-functional analysis, or run board meetings with multiple agent roles.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/agent-protocol/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/agent-protocol/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1-suite agents need to query each other, coordinate cross-functional analysis, or run board meetings with multiple agent roles.",
  "example_prompts": [
   "I need help with \\1-suite agents need to query each other, coordinate cross-functional analysis",
   "Walk me through agent protocol step by step",
   "What's the best way to approach agent protocol for my project?"
  ],
  "keywords": [
   "agent-protocol",
   "inter-agent",
   "communication",
   "protocol",
   "c-suite",
   "agent",
   "teams",
   "defines",
   "invocation",
   "syntax"
  ]
 },
 {
  "name": "board-deck-builder",
  "description": "Assembles comprehensive board and investor update decks by pulling perspectives from all C-suite roles. Use when preparing board meetings, investor updates, quarterly business reviews, or fundraising narratives. Covers structure, narrative framework, bad news delivery, and common mistakes.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/board-deck-builder/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/board-deck-builder/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're preparing a board meeting or investor update deck.",
  "example_prompts": [
   "Help me with preparing board meetings, investor updates, quarterly business reviews, or fundraising narratives",
   "Walk me through board deck builder step by step",
   "What's the best way to approach board deck builder for my project?"
  ],
  "keywords": [
   "board-deck-builder",
   "assembles",
   "comprehensive",
   "board",
   "investor",
   "update",
   "decks",
   "pulling",
   "perspectives",
   "all"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "board-meeting",
  "description": "Multi-agent board meeting protocol for strategic decisions. Runs a structured 6-phase deliberation: context loading, independent C-suite contributions (isolated, no cross-pollination), critic analysis, synthesis, founder review, and decision extraction. Use when the user invokes /cs:boardroom, calls a board meeting, or wants structured multi-perspective executive deliberation on a strategic question.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/board-meeting/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/board-meeting/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to invokes /cs:boardroom, calls a board meeting, or wants structured multi-perspective executive deliberation on a strategic.",
  "example_prompts": [
   "Can you help me invokes /cs:boardroom, calls a board meeting, or wants structured multi-perspective executive?",
   "Walk me through board meeting step by step",
   "What's the best way to approach board meeting for my project?"
  ],
  "keywords": [
   "board-meeting",
   "multi-agent",
   "board",
   "meeting",
   "protocol",
   "strategic",
   "decisions",
   "runs",
   "structured",
   "phase"
  ]
 },
 {
  "name": "c-level-skills",
  "description": "Index and router for the C-level advisory bundle: 33 skills covering 14 C-suite roles, orchestration, cross-cutting capabilities, and culture. Use when exploring what the c-level-advisor bundle contains, deciding which advisor skill fits a question, or finding the entry points (cs-onboard interview, chief-of-staff routing, board-meeting protocol).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/c-level-skills/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/c-level-skills/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're exploring what the c-level-advisor bundle contains, deciding which advisor skill fits a question, or finding the entry points.",
  "example_prompts": [
   "Help me with exploring what the c-level-advisor bundle contains, deciding which advisor skill fits",
   "Walk me through c level skills step by step",
   "What's the best way to approach c level skills for my project?"
  ],
  "keywords": [
   "c-level-skills",
   "index",
   "router",
   "c-level",
   "advisory",
   "bundle",
   "skills",
   "covering",
   "c-suite",
   "roles"
  ]
 },
 {
  "name": "ceo-advisor",
  "description": "Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. Use when planning strategy, preparing board presentations, managing investors, developing organizational culture, making executive decisions, fundraising, or when user mentions CEO, strategic planning, board meetings, investor updates, organizational leadership, or executive strategy.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/ceo-advisor/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/ceo-advisor/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're planning strategy, preparing board presentations, managing investors, developing organizational culture.",
  "example_prompts": [
   "Help me with planning strategy, preparing board presentations, managing investors, developing organizational culture",
   "Walk me through ceo advisor step by step",
   "What's the best way to approach ceo advisor for my project?"
  ],
  "keywords": [
   "ceo-advisor",
   "executive",
   "leadership",
   "guidance",
   "strategic",
   "decision-making",
   "organizational",
   "development",
   "stakeholder",
   "management"
  ]
 },
 {
  "name": "cfo-advisor",
  "description": "Financial leadership for startups and scaling companies. Financial modeling, unit economics, fundraising strategy, cash management, and board financial packages. Use when building financial models, analyzing unit economics, planning fundraising, managing cash runway, preparing board materials, or when user mentions CFO, burn rate, runway, fundraising, unit economics, LTV, CAC, term sheets, or financial strategy.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/cfo-advisor/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/cfo-advisor/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you're building financial models, analyzing unit economics, planning fundraising, managing cash runway, preparing board materials.",
  "example_prompts": [
   "Help me with building financial models, analyzing unit economics, planning fundraising, managing cash runway",
   "Walk me through cfo advisor step by step",
   "What's the best way to approach cfo advisor for my project?"
  ],
  "keywords": [
   "cfo-advisor",
   "financial",
   "leadership",
   "startups",
   "scaling",
   "companies",
   "modeling",
   "unit",
   "economics",
   "fundraising"
  ]
 },
 {
  "name": "change-management",
  "description": "Framework for rolling out organizational changes without chaos. Covers the ADKAR model adapted for startups, communication templates, resistance patterns, and change fatigue management. Handles process changes, org restructures, strategy pivots, and culture changes. Use when announcing a reorg, switching tools, pivoting strategy, killing a product, changing leadership, or when user mentions change management, change rollout, managing resistance, org change, reorg, or pivot communication.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/change-management/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/change-management/SKILL.md",
  "category": "business",
  "when_to_use": "Use it when you're announcing a reorg, switching tools, pivoting strategy, killing a product, changing leadership.",
  "example_prompts": [
   "Help me with announcing a reorg, switching tools, pivoting strategy, killing a product, changing",
   "Walk me through change management step by step",
   "What's the best way to approach change management for my project?"
  ],
  "keywords": [
   "change-management",
   "framework",
   "rolling",
   "out",
   "organizational",
   "changes",
   "without",
   "chaos",
   "covers",
   "adkar"
  ]
 },
 {
  "name": "chief-of-staff",
  "description": "C-suite orchestration layer. Routes founder questions to the right advisor role(s), triggers multi-role board meetings for complex decisions, synthesizes outputs, and tracks decisions. Every C-suite interaction starts here. Loads company context automatically. Use when a founder question needs routing to the right advisor — e.g. 'should we raise now or cut burn?' — or when a multi-domain decision needs a board meeting convened.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/chief-of-staff/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/chief-of-staff/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it for C-suite orchestration layer.",
  "example_prompts": [
   "I need help with C-suite orchestration layer",
   "Walk me through chief of staff step by step",
   "What's the best way to approach chief of staff for my project?"
  ],
  "keywords": [
   "chief-of-staff",
   "c-suite",
   "orchestration",
   "layer",
   "routes",
   "founder",
   "questions",
   "right",
   "advisor",
   "role"
  ]
 },
 {
  "name": "chro-advisor",
  "description": "People leadership for scaling companies. Hiring strategy, compensation design, org structure, culture, and retention. Use when building hiring plans, designing comp frameworks, restructuring teams, managing performance, building culture, or when user mentions CHRO, HR, people strategy, talent, headcount, compensation, org design, retention, or performance management.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/chro-advisor/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/chro-advisor/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're building hiring plans, designing comp frameworks, restructuring teams, managing performance, building culture.",
  "example_prompts": [
   "Help me with building hiring plans, designing comp frameworks, restructuring teams, managing performance, building",
   "Walk me through chro advisor step by step",
   "What's the best way to approach chro advisor for my project?"
  ],
  "keywords": [
   "chro-advisor",
   "people",
   "leadership",
   "scaling",
   "companies",
   "hiring",
   "strategy",
   "compensation",
   "design",
   "org"
  ]
 },
 {
  "name": "ciso-advisor",
  "description": "Security leadership for growth-stage companies. Risk quantification in dollars, compliance roadmap (SOC 2/ISO 27001/HIPAA/GDPR), security architecture strategy, incident response leadership, and board-level security reporting. Use when building security programs, justifying security budget, selecting compliance frameworks, managing incidents, assessing vendor risk, or when user mentions CISO, security strategy, compliance roadmap, zero trust, or board security reporting.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/ciso-advisor/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/ciso-advisor/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're building security programs, justifying security budget, selecting compliance frameworks, managing incidents, assessing vendor risk.",
  "example_prompts": [
   "Help me with building security programs, justifying security budget, selecting compliance frameworks, managing incidents",
   "Walk me through ciso advisor step by step",
   "What's the best way to approach ciso advisor for my project?"
  ],
  "keywords": [
   "ciso-advisor",
   "security",
   "leadership",
   "growth-stage",
   "companies",
   "risk",
   "quantification",
   "dollars",
   "compliance",
   "roadmap"
  ]
 },
 {
  "name": "cmo-advisor",
  "description": "Marketing leadership for scaling companies. Brand positioning, growth model design, marketing budget allocation, and marketing org design. Use when designing brand strategy, selecting growth models (PLG vs sales-led vs community-led), allocating marketing budgets, building marketing teams, or when user mentions CMO, brand strategy, growth model, CAC, LTV, channel mix, or marketing ROI.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/cmo-advisor/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/cmo-advisor/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're designing brand strategy, selecting growth models , allocating marketing budgets, building marketing teams.",
  "example_prompts": [
   "Help me with designing brand strategy, selecting growth models , allocating marketing budgets, building",
   "Walk me through cmo advisor step by step",
   "What's the best way to approach cmo advisor for my project?"
  ],
  "keywords": [
   "cmo-advisor",
   "marketing",
   "leadership",
   "scaling",
   "companies",
   "brand",
   "positioning",
   "growth",
   "model",
   "design"
  ]
 },
 {
  "name": "company-os",
  "description": "The meta-framework for how a company runs — the connective tissue between all C-suite roles. Covers operating system selection (EOS, Scaling Up, OKR-native, hybrid), accountability charts, scorecards, meeting pulse, issue resolution, and 90-day rocks. Use when setting up company operations, selecting a management framework, designing meeting rhythms, building accountability systems, implementing OKRs, or when user mentions EOS, Scaling Up, operating system, L10 meetings, rocks, scorecard, accountability chart, or quarterly planning.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/company-os/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/company-os/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're setting up company operations, selecting a management framework, designing meeting rhythms, building accountability systems.",
  "example_prompts": [
   "Help me with setting up company operations, selecting a management framework, designing meeting rhythms",
   "Walk me through company os step by step",
   "What's the best way to approach company os for my project?"
  ],
  "keywords": [
   "company-os",
   "meta-framework",
   "how",
   "company",
   "runs",
   "connective",
   "tissue",
   "between",
   "all",
   "c-suite"
  ]
 },
 {
  "name": "competitive-intel",
  "description": "Systematic competitor tracking that feeds CMO positioning, CRO battlecards, and CPO roadmap decisions. Use when analyzing competitors, building sales battlecards, tracking market moves, positioning against alternatives, or when user mentions competitive intelligence, competitive analysis, competitor research, battlecards, win/loss, or market positioning.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/competitive-intel/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/competitive-intel/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're analyzing competitors, building sales battlecards, tracking market moves, positioning against alternatives.",
  "example_prompts": [
   "Help me with analyzing competitors, building sales battlecards, tracking market moves, positioning against alternatives",
   "Walk me through competitive intel step by step",
   "What's the best way to approach competitive intel for my project?"
  ],
  "keywords": [
   "competitive-intel",
   "systematic",
   "competitor",
   "tracking",
   "feeds",
   "cmo",
   "positioning",
   "cro",
   "battlecards",
   "cpo"
  ]
 },
 {
  "name": "context-engine",
  "description": "Loads and manages company context for all C-suite advisor skills. Reads ~/.claude/company-context.md, detects stale context (>90 days), enriches context during conversations, and enforces privacy/anonymization rules before external API calls. Use when starting any C-suite advisor session, when context looks stale or missing, or before sending company data to an external service.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/context-engine/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/context-engine/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're starting any C-suite advisor session, when context looks stale or missing, or before sending company data to an external service.",
  "example_prompts": [
   "Help me with starting any C-suite advisor session, when context looks stale or missing",
   "Walk me through context engine step by step",
   "What's the best way to approach context engine for my project?"
  ],
  "keywords": [
   "context-engine",
   "loads",
   "manages",
   "company",
   "context",
   "all",
   "c-suite",
   "advisor",
   "skills",
   "reads"
  ]
 },
 {
  "name": "coo-advisor",
  "description": "Operations leadership for scaling companies. Process design, OKR execution, operational cadence, and scaling playbooks. Use when designing operations, setting up OKRs, building processes, scaling teams, analyzing bottlenecks, planning operational cadence, or when user mentions COO, operations, process improvement, OKRs, scaling, operational efficiency, or execution.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/coo-advisor/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/coo-advisor/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're designing operations, setting up OKRs, building processes, scaling teams, analyzing bottlenecks, planning operational cadence.",
  "example_prompts": [
   "Help me with designing operations, setting up OKRs, building processes, scaling teams, analyzing bottlenecks",
   "Walk me through coo advisor step by step",
   "What's the best way to approach coo advisor for my project?"
  ],
  "keywords": [
   "coo-advisor",
   "operations",
   "leadership",
   "scaling",
   "companies",
   "process",
   "design",
   "okr",
   "execution",
   "operational"
  ]
 },
 {
  "name": "cpo-advisor",
  "description": "Product leadership for scaling companies. Product vision, portfolio strategy, product-market fit, and product org design. Use when setting product vision, managing a product portfolio, measuring PMF, designing product teams, prioritizing at the portfolio level, reporting to the board on product, or when user mentions CPO, product strategy, product-market fit, product organization, portfolio prioritization, or roadmap strategy.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/cpo-advisor/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/cpo-advisor/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're setting product vision, managing a product portfolio, measuring PMF, designing product teams, prioritizing at the portfolio level.",
  "example_prompts": [
   "Help me with setting product vision, managing a product portfolio, measuring PMF, designing product",
   "Walk me through cpo advisor step by step",
   "What's the best way to approach cpo advisor for my project?"
  ],
  "keywords": [
   "cpo-advisor",
   "product",
   "leadership",
   "scaling",
   "companies",
   "vision",
   "portfolio",
   "strategy",
   "product-market",
   "fit"
  ]
 },
 {
  "name": "cro-advisor",
  "description": "Revenue leadership for B2B SaaS companies. Revenue forecasting, sales model design, pricing strategy, net revenue retention, and sales team scaling. Use when designing the revenue engine, setting quotas, modeling NRR, evaluating pricing, building board forecasts, or when user mentions CRO, chief revenue officer, revenue strategy, sales model, ARR growth, NRR, expansion revenue, churn, pricing strategy, or sales capacity.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/cro-advisor/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/cro-advisor/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're designing the revenue engine, setting quotas, modeling NRR, evaluating pricing, building board forecasts.",
  "example_prompts": [
   "Help me with designing the revenue engine, setting quotas, modeling NRR, evaluating pricing, building",
   "Walk me through cro advisor step by step",
   "What's the best way to approach cro advisor for my project?"
  ],
  "keywords": [
   "cro-advisor",
   "revenue",
   "leadership",
   "b2b",
   "saas",
   "companies",
   "forecasting",
   "sales",
   "model",
   "design"
  ]
 },
 {
  "name": "cs-onboard",
  "description": "Founder onboarding interview that captures company context across 7 dimensions. Invoke with /cs:setup for initial interview or /cs:update for quarterly refresh. Generates ~/.claude/company-context.md used by all C-suite advisor skills. Use when setting up the C-suite advisors for the first time, or when company context is missing or more than 90 days old — e.g. after a fundraise or pivot.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/cs-onboard/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/cs-onboard/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're setting up the C-suite advisors for the first time, or when company context is missing or more than 90 days old — e.",
  "example_prompts": [
   "Help me with setting up the C-suite advisors for the first time, or when",
   "Walk me through cs onboard step by step",
   "What's the best way to approach cs onboard for my project?"
  ],
  "keywords": [
   "cs-onboard",
   "founder",
   "onboarding",
   "interview",
   "captures",
   "company",
   "context",
   "across",
   "dimensions",
   "invoke"
  ]
 },
 {
  "name": "cto-advisor",
  "description": "Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/cto-advisor/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/cto-advisor/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you're assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions.",
  "example_prompts": [
   "Help me with assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions",
   "Walk me through cto advisor step by step",
   "What's the best way to approach cto advisor for my project?"
  ],
  "keywords": [
   "cto-advisor",
   "technical",
   "leadership",
   "guidance",
   "engineering",
   "teams",
   "architecture",
   "decisions",
   "technology",
   "strategy"
  ]
 },
 {
  "name": "culture-architect",
  "description": "Build, measure, and evolve company culture as operational behavior — not wall posters. Covers mission/vision/values workshops, values-to-behaviors translation, culture code creation, culture health assessment, and cultural rituals by stage. Use when building company values, assessing culture health, designing cultural rituals, creating culture codes, handling culture clashes, or when user mentions culture, values, culture debt, founder culture, or culture code.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/culture-architect/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/culture-architect/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're building company values, assessing culture health, designing cultural rituals, creating culture codes, handling culture clashes.",
  "example_prompts": [
   "Help me with building company values, assessing culture health, designing cultural rituals, creating culture",
   "Walk me through culture architect step by step",
   "What's the best way to approach culture architect for my project?"
  ],
  "keywords": [
   "culture-architect",
   "build",
   "measure",
   "evolve",
   "company",
   "culture",
   "operational",
   "behavior",
   "not",
   "wall"
  ]
 },
 {
  "name": "decision-logger",
  "description": "Two-layer memory architecture for board meeting decisions. Manages raw transcripts (Layer 1) and approved decisions (Layer 2). Use when logging decisions after a board meeting, reviewing past decisions with /cs:decisions, or checking overdue action items with /cs:review. Invoked automatically by the board-meeting skill after Phase 5 founder approval.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/decision-logger/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/decision-logger/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you're logging decisions after a board meeting, reviewing past decisions with /cs:decisions.",
  "example_prompts": [
   "Help me with logging decisions after a board meeting, reviewing past decisions with /cs:decisions",
   "Walk me through decision logger step by step",
   "What's the best way to approach decision logger for my project?"
  ],
  "keywords": [
   "decision-logger",
   "two-layer",
   "memory",
   "architecture",
   "board",
   "meeting",
   "decisions",
   "manages",
   "raw",
   "transcripts"
  ]
 },
 {
  "name": "founder-coach",
  "description": "Personal leadership development for founders and first-time CEOs. Covers founder archetype identification, delegation frameworks, energy management, CEO calendar audits, leadership style evolution, blind spot identification, imposter syndrome, founder mental health, and succession planning. Use when a founder feels like the bottleneck, struggles to delegate, is burning out, transitioning from IC to executive, managing a board, or when user mentions founder mode, CEO growth, leadership development, delegation, burnout, or imposter syndrome.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/founder-coach/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/founder-coach/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when a founder feels like the bottleneck, struggles to delegate, is burning out, transitioning from IC to executive, managing a board.",
  "example_prompts": [
   "I need help with a founder feels like the bottleneck, struggles to delegate, is burning",
   "Walk me through founder coach step by step",
   "What's the best way to approach founder coach for my project?"
  ],
  "keywords": [
   "founder-coach",
   "personal",
   "leadership",
   "development",
   "founders",
   "first-time",
   "ceos",
   "covers",
   "founder",
   "archetype"
  ]
 },
 {
  "name": "internal-narrative",
  "description": "Build and maintain one coherent company story across all audiences — employees, investors, customers, candidates, and partners. Detects narrative contradictions and ensures the same truth is framed for each audience's needs. Use when preparing investor updates, all-hands presentations, board communications, recruiting narratives, crisis communications, or when user mentions company narrative, messaging consistency, storytelling, all-hands, investor update, or crisis communication.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/internal-narrative/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/internal-narrative/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you're preparing investor updates, all-hands presentations, board communications, recruiting narratives, crisis communications.",
  "example_prompts": [
   "Help me with preparing investor updates, all-hands presentations, board communications, recruiting narratives, crisis communications",
   "Walk me through internal narrative step by step",
   "What's the best way to approach internal narrative for my project?"
  ],
  "keywords": [
   "internal-narrative",
   "build",
   "maintain",
   "one",
   "coherent",
   "company",
   "story",
   "across",
   "all",
   "audiences"
  ]
 },
 {
  "name": "intl-expansion",
  "description": "International market expansion strategy. Market selection, entry modes, localization, regulatory compliance, and go-to-market by region. Use when expanding to new countries, evaluating international markets, planning localization, or building regional teams.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/intl-expansion/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/intl-expansion/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you're expanding to new countries, evaluating international markets, planning localization, or building regional teams.",
  "example_prompts": [
   "Help me with expanding to new countries, evaluating international markets, planning localization, or building",
   "Walk me through intl expansion step by step",
   "What's the best way to approach intl expansion for my project?"
  ],
  "keywords": [
   "intl-expansion",
   "international",
   "market",
   "expansion",
   "strategy",
   "selection",
   "entry",
   "modes",
   "localization",
   "regulatory"
  ]
 },
 {
  "name": "ma-playbook",
  "description": "M&A strategy for acquiring companies or being acquired. Due diligence, valuation, integration, and deal structure. Use when evaluating acquisitions, preparing for acquisition, M&A due diligence, integration planning, or deal negotiation.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/ma-playbook/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/ma-playbook/SKILL.md",
  "category": "business",
  "when_to_use": "Use it when you're evaluating acquisitions, preparing for acquisition, M&A due diligence, integration planning, or deal negotiation.",
  "example_prompts": [
   "Help me with evaluating acquisitions, preparing for acquisition, M&A due diligence, integration planning",
   "Walk me through ma playbook step by step",
   "What's the best way to approach ma playbook for my project?"
  ],
  "keywords": [
   "ma-playbook",
   "strategy",
   "acquiring",
   "companies",
   "being",
   "acquired",
   "due",
   "diligence",
   "valuation",
   "integration"
  ]
 },
 {
  "name": "org-health-diagnostic",
  "description": "Cross-functional organizational health check combining signals from all C-suite roles. Scores 8 dimensions on a traffic-light scale with drill-down recommendations. Use when assessing overall company health, preparing for board reviews, identifying at-risk functions, or when user mentions org health, health check, or health dashboard.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/org-health-diagnostic/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/org-health-diagnostic/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you're assessing overall company health, preparing for board reviews, identifying at-risk functions, or when user mentions org health.",
  "example_prompts": [
   "Help me with assessing overall company health, preparing for board reviews, identifying at-risk functions",
   "Walk me through org health diagnostic step by step",
   "What's the best way to approach org health diagnostic for my project?"
  ],
  "keywords": [
   "org-health-diagnostic",
   "cross-functional",
   "organizational",
   "health",
   "check",
   "combining",
   "signals",
   "all",
   "c-suite",
   "roles"
  ]
 },
 {
  "name": "scenario-war-room",
  "description": "Cross-functional what-if modeling for cascading multi-variable scenarios. Unlike single-assumption stress testing, this models compound adversity across all business functions simultaneously. Use when facing complex risk scenarios, strategic decisions with major downside, or when the user asks 'what if X AND Y both happen?'",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/scenario-war-room/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/scenario-war-room/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you're facing complex risk scenarios, strategic decisions with major downside, or when the user asks 'what if X AND Y both happen?'.",
  "example_prompts": [
   "Help me with facing complex risk scenarios, strategic decisions with major downside, or when",
   "Walk me through scenario war room step by step",
   "What's the best way to approach scenario war room for my project?"
  ],
  "keywords": [
   "scenario-war-room",
   "cross-functional",
   "what-if",
   "modeling",
   "cascading",
   "multi-variable",
   "scenarios",
   "unlike",
   "single-assumption",
   "stress"
  ]
 },
 {
  "name": "strategic-alignment",
  "description": "Cascades strategy from boardroom to individual contributor. Detects and fixes misalignment between company goals and team execution. Covers strategy articulation, cascade mapping, orphan goal detection, silo identification, communication gap analysis, and realignment protocols. Use when teams are pulling in different directions, OKRs don't connect, departments optimize locally at company expense, or when user mentions alignment, strategy cascade, silo, conflicting OKRs, or strategy communication.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/strategic-alignment/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/strategic-alignment/SKILL.md",
  "category": "business",
  "when_to_use": "Use it when you want to teams are pulling in different directions, OKRs don't connect, departments optimize locally at company expense.",
  "example_prompts": [
   "Can you help me teams are pulling in different directions, OKRs don't connect, departments optimize?",
   "Walk me through strategic alignment step by step",
   "What's the best way to approach strategic alignment for my project?"
  ],
  "keywords": [
   "strategic-alignment",
   "cascades",
   "strategy",
   "boardroom",
   "individual",
   "contributor",
   "detects",
   "fixes",
   "misalignment",
   "between"
  ]
 },
 {
  "name": "vpe-advisor",
  "description": "VP of Engineering advisory for startups: delivery throughput (DORA 4 metrics + bottleneck identification), engineering hiring funnel (sourcing → screen → onsite → offer conversion + time-to-fill + pipeline gap), engineering team structure (squad/tribe/chapter design + tech-lead manager-trigger thresholds), and production discipline (on-call, deployment cadence, postmortem culture). Use when sprint velocity is dropping, eng hiring is broken, team structure is unclear, or deciding when to add a tech-lead manager. NOT a CTO skill (which owns architecture) — VPE owns delivery operations and how the team ships.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-advisor/skills/vpe-advisor/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-advisor/skills/vpe-advisor/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to sprint velocity is dropping, eng hiring is broken, team structure is unclear, or deciding when to add a tech-lead manager.",
  "example_prompts": [
   "Can you help me sprint velocity is dropping, eng hiring is broken, team structure is?",
   "Walk me through vpe advisor step by step",
   "What's the best way to approach vpe advisor for my project?"
  ],
  "keywords": [
   "vpe-advisor",
   "engineering",
   "advisory",
   "startups",
   "delivery",
   "throughput",
   "dora",
   "metrics",
   "bottleneck",
   "identification"
  ]
 },
 {
  "name": "boardroom",
  "description": "/cs:boardroom <brief> — 6-phase multi-role deliberation across the C-suite with Phase 2 isolation, critic pre-screen, and synthesis. Outputs a board memo. Use when a decision spans multiple executive domains — e.g. a pricing change touching finance, positioning, and product, or a raise-vs-cut runway call.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-agents/skills/boardroom/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-agents/skills/boardroom/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when a decision spans multiple executive domains — e.",
  "example_prompts": [
   "I need help with a decision spans multiple executive domains — e",
   "Walk me through boardroom step by step",
   "What's the best way to approach boardroom for my project?"
  ],
  "keywords": [
   "boardroom",
   "brief",
   "phase",
   "multi-role",
   "deliberation",
   "across",
   "c-suite",
   "isolation",
   "critic",
   "pre-screen"
  ]
 },
 {
  "name": "brief",
  "description": "/cs:brief <topic> — Generate a one-page strategy brief from an office-hours intake. First step in the strategic sprint pipeline. Use when a strategic question needs to be framed before boardroom deliberation — e.g. locking options, assumptions, and success criteria for a pricing change or a market-entry decision.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-agents/skills/brief/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-agents/skills/brief/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when a strategic question needs to be framed before boardroom deliberation — e.",
  "example_prompts": [
   "I need help with a strategic question needs to be framed before boardroom deliberation",
   "Walk me through brief step by step",
   "What's the best way to approach brief for my project?"
  ],
  "keywords": [
   "brief",
   "topic",
   "generate",
   "one-page",
   "strategy",
   "office-hours",
   "intake",
   "first",
   "step",
   "strategic"
  ]
 },
 {
  "name": "c-level-agents",
  "description": "Founder-mode executive team. 13 cs-* C-suite agents (CFO, CMO, CRO, CPO, COO, CHRO, CISO, GC, CDO, CAIO, CCO, VPE, Chief of Staff) and 21 /cs:* slash commands for forcing-question office hours, multi-role boardroom deliberation, strategic sprint pipeline, and meta routing. Use when the founder needs a virtual executive team, when invoking /cs:* commands, or when orchestrating multi-role decisions.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-agents/skills/c-level-agents/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-agents/skills/c-level-agents/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when the founder needs a virtual executive team, when invoking /cs:* commands, or when orchestrating multi-role decisions.",
  "example_prompts": [
   "I need help with the founder needs a virtual executive team, when invoking /cs:* commands",
   "Walk me through c level agents step by step",
   "What's the best way to approach c level agents for my project?"
  ],
  "keywords": [
   "c-level-agents",
   "founder-mode",
   "executive",
   "team",
   "cs-",
   "c-suite",
   "agents",
   "cfo",
   "cmo",
   "cro"
  ]
 },
 {
  "name": "caio-review",
  "description": "/cs:caio-review <plan> — Eval-demanding Chief AI Officer interrogation of any plan that involves AI: model selection, risk classification, cost economics, or AI hiring. Use when shipping an AI feature without an eval set, choosing between API, fine-tune, and self-hosted, or classifying a use case under the EU AI Act.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-agents/skills/caio-review/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-agents/skills/caio-review/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you're shipping an AI feature without an eval set, choosing between API, fine-tune, and self-hosted.",
  "example_prompts": [
   "Help me with shipping an AI feature without an eval set, choosing between API",
   "Walk me through caio review step by step",
   "What's the best way to approach caio review for my project?"
  ],
  "keywords": [
   "caio-review",
   "plan",
   "eval-demanding",
   "chief",
   "officer",
   "interrogation",
   "involves",
   "model",
   "selection",
   "risk"
  ]
 },
 {
  "name": "cco-review",
  "description": "/cs:cco-review <plan> — Retention-obsessed Chief Customer Officer interrogation of any plan that touches customer retention, segmentation, CS team sizing, or CS team hiring. Use when gross retention is slipping, before approving CSM headcount, or when deciding which customer segments to keep or fire.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-agents/skills/cco-review/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-agents/skills/cco-review/SKILL.md",
  "category": "business",
  "when_to_use": "Use it when you want to gross retention is slipping, before approving CSM headcount, or when deciding which customer segments to keep or fire.",
  "example_prompts": [
   "Can you help me gross retention is slipping, before approving CSM headcount, or when deciding?",
   "Walk me through cco review step by step",
   "What's the best way to approach cco review for my project?"
  ],
  "keywords": [
   "cco-review",
   "plan",
   "retention-obsessed",
   "chief",
   "customer",
   "officer",
   "interrogation",
   "touches",
   "retention",
   "segmentation"
  ]
 },
 {
  "name": "cdo-review",
  "description": "/cs:cdo-review <plan> — Decision-driven Chief Data Officer interrogation of any plan that touches training data, data architecture, data productization, or data team hiring. Use when validating training-data rights before model work, choosing warehouse vs lakehouse vs mesh, or valuing data assets for productization or M&A.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-agents/skills/cdo-review/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-agents/skills/cdo-review/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you're validating training-data rights before model work, choosing warehouse vs lakehouse vs mesh.",
  "example_prompts": [
   "Help me with validating training-data rights before model work, choosing warehouse vs lakehouse vs",
   "Walk me through cdo review step by step",
   "What's the best way to approach cdo review for my project?"
  ],
  "keywords": [
   "cdo-review",
   "plan",
   "decision-driven",
   "chief",
   "data",
   "officer",
   "interrogation",
   "touches",
   "training",
   "architecture"
  ]
 },
 {
  "name": "cfo-review",
  "description": "/cs:cfo-review <plan> — Numerate-skeptic interrogation of any plan that touches money. Unit economics, runway, dilution, capital allocation. Use when a plan commits meaningful spend — e.g. a hiring wave, a fundraise decision, or a new channel budget.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-agents/skills/cfo-review/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-agents/skills/cfo-review/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when a plan commits meaningful spend — e.",
  "example_prompts": [
   "I need help with a plan commits meaningful spend — e",
   "Walk me through cfo review step by step",
   "What's the best way to approach cfo review for my project?"
  ],
  "keywords": [
   "cfo-review",
   "plan",
   "numerate-skeptic",
   "interrogation",
   "touches",
   "money",
   "unit",
   "economics",
   "runway",
   "dilution"
  ]
 },
 {
  "name": "ciso-review",
  "description": "/cs:ciso-review <plan> — Risk-paranoid interrogation of any plan that touches data, compliance, or production access. Use when launching features that handle customer data, before a SOC 2 / ISO audit, or after any incident or near-miss.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-agents/skills/ciso-review/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-agents/skills/ciso-review/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're launching features that handle customer data, before a SOC 2 / ISO audit, or after any incident or near-miss.",
  "example_prompts": [
   "Help me with launching features that handle customer data, before a SOC 2 /",
   "Walk me through ciso review step by step",
   "What's the best way to approach ciso review for my project?"
  ],
  "keywords": [
   "ciso-review",
   "plan",
   "risk-paranoid",
   "interrogation",
   "touches",
   "data",
   "compliance",
   "production",
   "access",
   "launching"
  ]
 },
 {
  "name": "cmo-review",
  "description": "/cs:cmo-review <plan> — Narrative-first interrogation of positioning, ICP, message house, and channel mix. Use when launching a campaign or repositioning, or when CAC is rising and the one-sentence positioning test fails.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-agents/skills/cmo-review/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-agents/skills/cmo-review/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're launching a campaign or repositioning, or when CAC is rising and the one-sentence positioning test fails.",
  "example_prompts": [
   "Help me with launching a campaign or repositioning, or when CAC is rising",
   "Walk me through cmo review step by step",
   "What's the best way to approach cmo review for my project?"
  ],
  "keywords": [
   "cmo-review",
   "plan",
   "narrative-first",
   "interrogation",
   "positioning",
   "icp",
   "message",
   "house",
   "channel",
   "mix"
  ]
 },
 {
  "name": "cpo-review",
  "description": "/cs:cpo-review <plan> — JTBD-driven interrogation of product roadmap, PMF signal, and portfolio focus. Use when committing a quarter's roadmap, deciding whether to kill a feature, or claiming PMF without a retention curve.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-agents/skills/cpo-review/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-agents/skills/cpo-review/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you're committing a quarter's roadmap, deciding whether to kill a feature, or claiming PMF without a retention curve.",
  "example_prompts": [
   "Help me with committing a quarter's roadmap, deciding whether to kill a feature",
   "Walk me through cpo review step by step",
   "What's the best way to approach cpo review for my project?"
  ],
  "keywords": [
   "cpo-review",
   "plan",
   "jtbd-driven",
   "interrogation",
   "product",
   "roadmap",
   "pmf",
   "signal",
   "portfolio",
   "focus"
  ]
 },
 {
  "name": "cro-review",
  "description": "/cs:cro-review <plan> — Pipeline-paranoid interrogation of revenue, win rate, NRR, and ramp time. Use when the forecast misses pipeline coverage, win rates drop, or before scaling the sales team.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-agents/skills/cro-review/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-agents/skills/cro-review/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when the forecast misses pipeline coverage, win rates drop, or before scaling the sales team.",
  "example_prompts": [
   "I need help with the forecast misses pipeline coverage, win rates drop, or before scaling",
   "Walk me through cro review step by step",
   "What's the best way to approach cro review for my project?"
  ],
  "keywords": [
   "cro-review",
   "plan",
   "pipeline-paranoid",
   "interrogation",
   "revenue",
   "win",
   "rate",
   "nrr",
   "ramp",
   "time"
  ]
 },
 {
  "name": "cross-eval",
  "description": "/cs:cross-eval <memo> — Multi-model consensus on a board memo or strategy brief. Claude + Codex + Gemini cross-review with graceful degradation. Use when a high-stakes memo needs an independent sanity check before the boardroom — e.g. a bet-the-company pivot or fundraise terms.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-agents/skills/cross-eval/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-agents/skills/cross-eval/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when a high-stakes memo needs an independent sanity check before the boardroom — e.",
  "example_prompts": [
   "I need help with a high-stakes memo needs an independent sanity check before the boardroom",
   "Walk me through cross eval step by step",
   "What's the best way to approach cross eval for my project?"
  ],
  "keywords": [
   "cross-eval",
   "memo",
   "multi-model",
   "consensus",
   "board",
   "strategy",
   "brief",
   "claude",
   "codex",
   "gemini"
  ]
 },
 {
  "name": "cto-review",
  "description": "/cs:cto-review <plan> — Architecture and scaling interrogation. Tech debt, scaling cliffs, team scaling, build-vs-buy. Use when committing to an architecture, planning for 10x load, or weighing a rebuild against a vendor.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-agents/skills/cto-review/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-agents/skills/cto-review/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're committing to an architecture, planning for 10x load, or weighing a rebuild against a vendor.",
  "example_prompts": [
   "Help me with committing to an architecture, planning for 10x load, or weighing",
   "Walk me through cto review step by step",
   "What's the best way to approach cto review for my project?"
  ],
  "keywords": [
   "cto-review",
   "plan",
   "architecture",
   "scaling",
   "interrogation",
   "tech",
   "debt",
   "cliffs",
   "team",
   "build-vs-buy"
  ]
 },
 {
  "name": "decide",
  "description": "/cs:decide <memo> — Log a decision to two-layer memory via decision-logger. Approved memo becomes durable; raw transcripts kept for reference. Use when the founder has approved a boardroom memo and the decision must become durable company memory — e.g. right after /cs:boardroom concludes.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-agents/skills/decide/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-agents/skills/decide/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when the founder has approved a boardroom memo and the decision must become durable company memory — e.",
  "example_prompts": [
   "I need help with the founder has approved a boardroom memo and the decision must",
   "Walk me through decide step by step",
   "What's the best way to approach decide for my project?"
  ],
  "keywords": [
   "decide",
   "memo",
   "log",
   "decision",
   "two-layer",
   "memory",
   "via",
   "decision-logger",
   "approved",
   "becomes"
  ]
 },
 {
  "name": "execute",
  "description": "/cs:execute <decision> — Generate a 90-day execution plan with weekly milestones, DRIs, and check-in cadence from an approved decision. Use when a logged decision needs to become an operating plan — e.g. turning an approved market-entry call into weekly milestones with DRIs.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-agents/skills/execute/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-agents/skills/execute/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when a logged decision needs to become an operating plan — e.",
  "example_prompts": [
   "I need help with a logged decision needs to become an operating plan — e",
   "Walk me through execute step by step",
   "What's the best way to approach execute for my project?"
  ],
  "keywords": [
   "execute",
   "decision",
   "generate",
   "day",
   "execution",
   "plan",
   "weekly",
   "milestones",
   "dris",
   "check-in"
  ]
 },
 {
  "name": "founder-mode",
  "description": "/cs:founder-mode <question> — Auto-routes any founder question to the right C-role advisor or to /cs:boardroom for multi-role topics. The single-command entry point. Use when a founder asks any strategic question without knowing which advisor or command fits — e.g. 'runway pressure' routes to the CFO, 'gross retention dropped' routes to the CCO.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-agents/skills/founder-mode/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-agents/skills/founder-mode/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a founder asks any strategic question without knowing which advisor or command fits — e.",
  "example_prompts": [
   "runway pressure",
   "gross retention dropped"
  ],
  "keywords": [
   "founder-mode",
   "question",
   "auto-routes",
   "founder",
   "right",
   "c-role",
   "advisor",
   "boardroom",
   "multi-role",
   "topics"
  ]
 },
 {
  "name": "freeze",
  "description": "/cs:freeze <decision> <days> — Lock a strategic decision for a cooldown period to prevent impulse reversal. Mirrors gstack's safety primitives for the business layer. Use when an irreversible decision was made under pressure — e.g. a layoff plan or multi-year contract — and deserves a cooling-off lock before execution.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-agents/skills/freeze/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-agents/skills/freeze/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when an irreversible decision was made under pressure — e.",
  "example_prompts": [
   "I need help with an irreversible decision was made under pressure — e",
   "Walk me through freeze step by step",
   "What's the best way to approach freeze for my project?"
  ],
  "keywords": [
   "freeze",
   "decision",
   "days",
   "lock",
   "strategic",
   "cooldown",
   "period",
   "prevent",
   "impulse",
   "reversal"
  ]
 },
 {
  "name": "gc-review",
  "description": "/cs:gc-review <plan> — General Counsel interrogation of contracts, IP, regulatory, term sheets, and employment-law surface. Use when reviewing a term sheet before signing, redlining a customer MSA, or checking IP assignment and regulatory exposure on a new product.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-agents/skills/gc-review/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-agents/skills/gc-review/SKILL.md",
  "category": "business",
  "when_to_use": "Use it when you're reviewing a term sheet before signing, redlining a customer MSA, or checking IP assignment and regulatory exposure on a new product.",
  "example_prompts": [
   "Help me with reviewing a term sheet before signing, redlining a customer MSA",
   "Walk me through gc review step by step",
   "What's the best way to approach gc review for my project?"
  ],
  "keywords": [
   "gc-review",
   "plan",
   "general",
   "counsel",
   "interrogation",
   "contracts",
   "regulatory",
   "term",
   "sheets",
   "employment-law"
  ]
 },
 {
  "name": "office-hours",
  "description": "/cs:office-hours <topic> — YC-style 6-question founder interrogation before any advice. Forces clarity on problem, customer, distribution, defensibility, capital, and founder fit. Use when a founder question is too vague to route — e.g. 'should we grow faster?' — or before drafting a strategy brief.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-agents/skills/office-hours/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-agents/skills/office-hours/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when a founder question is too vague to route — e.",
  "example_prompts": [
   "I need help with a founder question is too vague to route — e",
   "Walk me through office hours step by step",
   "What's the best way to approach office hours for my project?"
  ],
  "keywords": [
   "office-hours",
   "topic",
   "yc-style",
   "question",
   "founder",
   "interrogation",
   "before",
   "advice",
   "forces",
   "clarity"
  ]
 },
 {
  "name": "onboard",
  "description": "/cs:onboard — Founder interview that populates ~/.claude/company-context.md using the canonical 7-dimension cs-onboard schema. The first command to run when starting with c-level-agents. Use when setting up the virtual C-suite for a new company, or when advisors lack company context — e.g. before a first /cs:boardroom or after a fundraise changes the numbers.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-agents/skills/onboard/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-agents/skills/onboard/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're setting up the virtual C-suite for a new company, or when advisors lack company context — e.",
  "example_prompts": [
   "Help me with setting up the virtual C-suite for a new company, or when",
   "Walk me through onboard step by step",
   "What's the best way to approach onboard for my project?"
  ],
  "keywords": [
   "onboard",
   "founder",
   "interview",
   "populates",
   "claude",
   "company-context",
   "using",
   "canonical",
   "dimension",
   "cs-onboard"
  ]
 },
 {
  "name": "post-mortem",
  "description": "/cs:post-mortem <decision> — Honest retrospective on an executed decision, scored against original assumptions and dissent. Closes the strategic sprint loop. Use when a decision hits its 90-day review checkpoint or its kill criteria trigger — e.g. scoring last quarter's pricing change against its pre-committed success metrics.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-agents/skills/post-mortem/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-agents/skills/post-mortem/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when a decision hits its 90-day review checkpoint or its kill criteria.",
  "example_prompts": [
   "I need help with a decision hits its 90-day review checkpoint or its kill criteria",
   "Walk me through post mortem step by step",
   "What's the best way to approach post mortem for my project?"
  ],
  "keywords": [
   "post-mortem",
   "decision",
   "honest",
   "retrospective",
   "executed",
   "scored",
   "against",
   "original",
   "assumptions",
   "dissent"
  ]
 },
 {
  "name": "vpe-review",
  "description": "/cs:vpe-review <plan> — Throughput-first VP of Engineering interrogation of any plan that touches delivery, eng hiring, team structure, or production discipline. Use when cycle time balloons, DORA metrics slide, or before committing to an eng hiring wave or a reorg.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "c-level-agents/skills/vpe-review/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/c-level-agents/skills/vpe-review/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to cycle time balloons, DORA metrics slide, or before committing to an eng hiring wave or a reorg.",
  "example_prompts": [
   "Can you help me cycle time balloons, DORA metrics slide, or before committing to?",
   "Walk me through vpe review step by step",
   "What's the best way to approach vpe review for my project?"
  ],
  "keywords": [
   "vpe-review",
   "plan",
   "throughput-first",
   "engineering",
   "interrogation",
   "touches",
   "delivery",
   "eng",
   "hiring",
   "team"
  ]
 },
 {
  "name": "channel-economics",
  "description": "Use when reviewing or rebalancing direct vs. partner-led channel economics — computing fully-loaded cost-to-serve per channel, channel ROI with cash / LTV / marginal lenses, and optimal channel mix subject to constraints. For Head of Commercial, RevOps, and VP Sales doing quarterly channel review when pipeline is mixed (e.g., 60% direct + 40% partner-led) and nobody actually knows which channel makes money after CAC, support load, partner discount, deal-velocity differences, retention differential, and overhead allocation are all loaded in. Outputs cost to serve, channel ROI verdicts (DOUBLE-DOWN / MAINTAIN / DEFUND / EXIT), a sensitivity-tested channel-mix recommendation, and the diminishing-returns inflection (e.g., 'which channel actually makes money — direct or partner?').",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "commercial/skills/channel-economics/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/commercial/skills/channel-economics/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're reviewing or rebalancing direct vs.",
  "example_prompts": [
   "Help me with reviewing or rebalancing direct vs",
   "Walk me through channel economics step by step",
   "What's the best way to approach channel economics for my project?"
  ],
  "keywords": [
   "channel-economics",
   "reviewing",
   "rebalancing",
   "direct",
   "partner-led",
   "channel",
   "economics",
   "computing",
   "fully-loaded",
   "cost-to-serve"
  ]
 },
 {
  "name": "commercial-forecaster",
  "description": "Use when building a quarterly bookings forecast, ARR projection, pipeline forecast, NRR projection, or commit/best-case/pipe-only board number — especially when the CRO needs to walk the board through funnel math + cohort ARR + per-stage conversion assumptions without the theatre of a single undefended number. Decomposes pipeline into commit, best-case, and pipe-only tiers; projects cohort-level NRR/GRR to surface leaky cohorts before they show up in the consolidated number; scores per-stage funnel confidence so soft-floor stages get treated differently from high-confidence ones. Every output explicitly names the conversion rate used, the data window, and the weighting choice. For Head of Commercial, RevOps, VP Sales, and CRO at quarterly forecast or board prep. NOT financial close (see finance/financial-analysis). NOT strategic CRO hiring/territory (see c-level-advisor/cro-advisor). NOT pricing (see sibling pricing-strategist).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "commercial/skills/commercial-forecaster/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/commercial/skills/commercial-forecaster/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're building a quarterly bookings forecast, ARR projection, pipeline forecast, NRR projection.",
  "example_prompts": [
   "Help me with building a quarterly bookings forecast, ARR projection, pipeline forecast, NRR projection",
   "Walk me through commercial forecaster step by step",
   "What's the best way to approach commercial forecaster for my project?"
  ],
  "keywords": [
   "commercial-forecaster",
   "building",
   "quarterly",
   "bookings",
   "forecast",
   "arr",
   "projection",
   "pipeline",
   "nrr",
   "commit"
  ]
 },
 {
  "name": "commercial-policy",
  "description": "Use when designing or revising a company's commercial policy — the rules of engagement governing discounts off list price, approver thresholds, exception flows, and the deal framework that Deal Desk and AEs operate under. Covers discount matrix design (ARR band x term length x payment terms x strategic value), commercial policy design, exception policy, discount governance, approval thresholds, deal framework structure, and policy linting (contradictions, gaps, cliff edges, gaming surfaces). For Head of Commercial, Head of Deal Desk, VP Sales, or RevOps at the policy-design moment — NOT per-deal application (that is deal-desk) and NOT pricing model selection (that is pricing-strategist).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "commercial/skills/commercial-policy/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/commercial/skills/commercial-policy/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're designing or revising a company's commercial policy — the rules of engagement governing discounts off list price.",
  "example_prompts": [
   "Help me with designing or revising a company's commercial policy — the rules",
   "Walk me through commercial policy step by step",
   "What's the best way to approach commercial policy for my project?"
  ],
  "keywords": [
   "commercial-policy",
   "designing",
   "revising",
   "company",
   "commercial",
   "policy",
   "rules",
   "engagement",
   "governing",
   "discounts"
  ]
 },
 {
  "name": "commercial-skills",
  "description": "Use when reviewing, approving, or designing commercial motion — pricing models, deal review, discount approval, partnership economics, channel mix, commercial policy, RFP/RFI response, bookings forecast. Triggers on \"review this deal\", \"should we discount\", \"pricing model\", \"partner economics\", \"RFP response\", \"bookings forecast\", \"channel mix\". Forks context to route to one of seven Commercial sub-skills (pricing-strategist, deal-desk, partnerships-architect, channel-economics, commercial-policy, rfp-responder, commercial-forecaster) and returns a digest. Distinct from business-growth (sales execution) and c-level-advisor/cro-advisor (strategic CRO judgment).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "commercial/skills/commercial-skills/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/commercial/skills/commercial-skills/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're reviewing, approving, or designing commercial motion — pricing models, deal review, discount approval, partnership economics.",
  "example_prompts": [
   "review this deal",
   "should we discount",
   "pricing model"
  ],
  "keywords": [
   "commercial-skills",
   "reviewing",
   "approving",
   "designing",
   "commercial",
   "motion",
   "pricing",
   "models",
   "deal",
   "review"
  ]
 },
 {
  "name": "deal-desk",
  "description": "Use when reviewing a specific inbound deal before close — when sales has asked for a discount that exceeds AE authority, when the customer has redlined the MSA, when per-deal economics (margin after discount, multi-year payment shape, indemnity exposure) need to be quantified, or when discount approval needs to be routed to a named human approver (Sales Director, VP Sales, CFO, CRO, General Counsel). Covers deal review, discount approval routing, per-deal margin scoring, deal exception handling, MSA redline triage, contract landmine detection (uncapped indemnity, MFN, perpetual license-back, missing DPA), and named-approver chain assembly. NEVER auto-approves — every output is a numeric scorecard plus a routing recommendation to a named human.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "commercial/skills/deal-desk/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/commercial/skills/deal-desk/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're reviewing a specific inbound deal before close — when sales has asked for a discount that exceeds AE authority.",
  "example_prompts": [
   "Help me with reviewing a specific inbound deal before close — when sales has",
   "Walk me through deal desk step by step",
   "What's the best way to approach deal desk for my project?"
  ],
  "keywords": [
   "deal-desk",
   "reviewing",
   "specific",
   "inbound",
   "deal",
   "before",
   "close",
   "sales",
   "has",
   "asked"
  ]
 },
 {
  "name": "partnerships-architect",
  "description": "Use when a startup is approached by a prospective partner and someone has to decide should we sign this partner, at what partner tier (referral / reseller / OEM / SI-consulting / strategic alliance), with what joint GTM commitment, and at what revshare. Classifies partner tier from independent-demand evidence vs. preferential-terms hunting, designs a 90-day joint GTM plan, models revshare against direct-sale margin, and surfaces kill criteria for unwinding under-performing partnerships. For Head of Partnerships, Head of BD, and Founder-CEOs doing reseller agreement, OEM deal, or strategic alliance review — not technical sale enablement, not channel cost economics, not M&A.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "commercial/skills/partnerships-architect/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/commercial/skills/partnerships-architect/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when a startup is approached by a prospective partner and someone has to decide should we sign this partner, at what partner tier.",
  "example_prompts": [
   "I need help with a startup is approached by a prospective partner and someone has",
   "Walk me through partnerships architect step by step",
   "What's the best way to approach partnerships architect for my project?"
  ],
  "keywords": [
   "partnerships-architect",
   "startup",
   "approached",
   "prospective",
   "partner",
   "someone",
   "has",
   "decide",
   "should",
   "sign"
  ]
 },
 {
  "name": "pricing-strategist",
  "description": "Use when designing or revisiting product pricing — selecting a pricing model (subscription seat-based, usage-based, value-based, freemium, or hybrid), running Van Westendorp Price Sensitivity Meter analysis on WTP survey data, or designing Good/Better/Best packaging tiers. Recommends a model and a price range with trade-offs, never a single number. For Commercial leads, Product Marketing, and CMOs at the pricing-design moment — not deal-by-deal discounting, not brand positioning.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "commercial/skills/pricing-strategist/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/commercial/skills/pricing-strategist/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're designing or revisiting product pricing — selecting a pricing model.",
  "example_prompts": [
   "Help me with designing or revisiting product pricing — selecting a pricing model",
   "Walk me through pricing strategist step by step",
   "What's the best way to approach pricing strategist for my project?"
  ],
  "keywords": [
   "pricing-strategist",
   "designing",
   "revisiting",
   "product",
   "pricing",
   "selecting",
   "model",
   "subscription",
   "seat-based",
   "usage-based"
  ]
 },
 {
  "name": "rfp-responder",
  "description": "Use when an RFP, RFI, RFQ, security questionnaire, vendor questionnaire, or proposal request arrives and the team needs a structured response — parsing multi-section buyer-dictated requirements (MANDATORY vs WEIGHTED vs NICE-TO-HAVE), building a Shipley-method proof-point matrix mapping each requirement to a verifiable proof point, articulating 3-5 win-themes that ladder up across requirements, and producing a Shipley-derived winrate estimate that informs a bid / no-bid / partner-bid recommendation. For Bid Managers, Proposal Leads, Directors of Sales, and Sales Engineers at the response-strategy moment. Surfaces GAP requirements explicitly — never invents claims. NOT free-form proposal narrative authoring, NOT contract redline, NOT marketing collateral.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "commercial/skills/rfp-responder/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/commercial/skills/rfp-responder/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when an RFP, RFI, RFQ, security questionnaire, vendor questionnaire, or proposal request arrives and the team needs a structured response.",
  "example_prompts": [
   "I need help with an RFP, RFI, RFQ, security questionnaire, vendor questionnaire, or proposal request",
   "Walk me through rfp responder step by step",
   "What's the best way to approach rfp responder for my project?"
  ],
  "keywords": [
   "rfp-responder",
   "rfp",
   "rfi",
   "rfq",
   "security",
   "questionnaire",
   "vendor",
   "proposal",
   "request",
   "arrives"
  ]
 },
 {
  "name": "ai-act-readiness",
  "description": "/cs:ai-act-readiness <system> — EU AI Act 6-question forcing interrogation. Use during AI-system intake, before EU deployment, or during annual compliance refresh as Article 113 obligations phase in (2025-02-02 / 2025-08-02 / 2026-08-02 / 2027-08-02).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "compliance-os/skills/ai-act-readiness/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/compliance-os/skills/ai-act-readiness/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it for /cs:ai-act-readiness <system> — EU AI Act 6-question forcing interrogation.",
  "example_prompts": [
   "I need help with /cs:ai-act-readiness <system> — EU AI Act 6-question forcing interrogation",
   "Walk me through ai act readiness step by step",
   "What's the best way to approach ai act readiness for my project?"
  ],
  "keywords": [
   "ai-act-readiness",
   "system",
   "act",
   "question",
   "forcing",
   "interrogation",
   "during",
   "ai-system",
   "intake",
   "before"
  ]
 },
 {
  "name": "aims-audit",
  "description": "/cs:aims-audit <scope> — ISO/IEC 42001 AIMS internal-audit 6-question forcing interrogation. Use before certification stage 1, before annual internal audit cycles, or when onboarding a new AI system into an existing AIMS.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "compliance-os/skills/aims-audit/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/compliance-os/skills/aims-audit/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for /cs:aims-audit <scope> — ISO/IEC 42001 AIMS internal-audit 6-question forcing interrogation.",
  "example_prompts": [
   "I need help with /cs:aims-audit <scope> — ISO/IEC 42001 AIMS internal-audit 6-question forcing interrogation",
   "Walk me through aims audit step by step",
   "What's the best way to approach aims audit for my project?"
  ],
  "keywords": [
   "aims-audit",
   "scope",
   "iso",
   "iec",
   "aims",
   "internal-audit",
   "question",
   "forcing",
   "interrogation",
   "before"
  ]
 },
 {
  "name": "compliance-os",
  "description": "Compliance OS — meta-orchestrator that lets compliance teams CONFIGURE which frameworks apply, COMPUTE cross-framework control overlap, SIMULATE internal audits, and CONSOLIDATE evidence across multiple frameworks. Four decisions: (1) Given a company profile, which of the 12 supported frameworks apply (ISO 27001/13485/42001/14971, EU AI Act, MDR 745, GDPR, SOC 2, FDA QSR, NIST CSF 2.0, NIS2, HIPAA)? (2) Across selected frameworks, which controls overlap and how much evidence reuses? (3) For a given framework + scope, what does a realistic mock audit produce — drawing from the 205-scenario library? (4) Across selected frameworks, what's the unified evidence checklist with reuse map? Use when standing up a multi-framework program, planning the annual audit calendar, or preparing for certification stage 1. Does NOT replace per-framework skills (it orchestrates them).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "compliance-os/skills/compliance-os/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/compliance-os/skills/compliance-os/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're standing up a multi-framework program, planning the annual audit calendar, or preparing for certification stage 1.",
  "example_prompts": [
   "Help me with standing up a multi-framework program, planning the annual audit calendar",
   "Walk me through compliance os step by step",
   "What's the best way to approach compliance os for my project?"
  ],
  "keywords": [
   "compliance-os",
   "compliance",
   "meta-orchestrator",
   "lets",
   "teams",
   "configure",
   "which",
   "frameworks",
   "apply",
   "compute"
  ]
 },
 {
  "name": "compliance-readiness",
  "description": "/cs:compliance-readiness <program> — Multi-framework compliance officer 6-question forcing interrogation of any compliance program. Use before starting a new framework, planning the annual audit calendar, or preparing for certification stage 1.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "compliance-os/skills/compliance-readiness/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/compliance-os/skills/compliance-readiness/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for /cs:compliance-readiness <program> — Multi-framework compliance officer 6-question forcing interrogation of any compliance program.",
  "example_prompts": [
   "I need help with /cs:compliance-readiness <program> — Multi-framework compliance officer 6-question forcing interrogation of any",
   "Walk me through compliance readiness step by step",
   "What's the best way to approach compliance readiness for my project?"
  ],
  "keywords": [
   "compliance-readiness",
   "program",
   "multi-framework",
   "compliance",
   "officer",
   "question",
   "forcing",
   "interrogation",
   "before",
   "starting"
  ]
 },
 {
  "name": "fda-qsr-audit-prep",
  "description": "/cs:fda-qsr-audit-prep <scope> — FDA 21 CFR 820 (QSR / QMSR) audit 6-question forcing interrogation. Post-Feb 2026 substantially harmonized with ISO 13485. Use before annual internal QSR audit, pre-FDA-inspection readiness, or Form 483 response.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "compliance-os/skills/fda-qsr-audit-prep/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/compliance-os/skills/fda-qsr-audit-prep/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for /cs:fda-qsr-audit-prep <scope> — FDA 21 CFR 820 audit 6-question forcing interrogation.",
  "example_prompts": [
   "I need help with /cs:fda-qsr-audit-prep <scope> — FDA 21 CFR 820 audit 6-question forcing interrogation",
   "Walk me through fda qsr audit prep step by step",
   "What's the best way to approach fda qsr audit prep for my project?"
  ],
  "keywords": [
   "fda-qsr-audit-prep",
   "scope",
   "fda",
   "cfr",
   "qsr",
   "qmsr",
   "audit",
   "question",
   "forcing",
   "interrogation"
  ]
 },
 {
  "name": "gdpr-audit-prep",
  "description": "/cs:gdpr-audit-prep <scope> — GDPR audit 6-question Article-cited forcing interrogation. Use before annual internal GDPR review, post-breach internal audit, DPA investigation readiness, or acquisition due diligence.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "compliance-os/skills/gdpr-audit-prep/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/compliance-os/skills/gdpr-audit-prep/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it for /cs:gdpr-audit-prep <scope> — GDPR audit 6-question Article-cited forcing interrogation.",
  "example_prompts": [
   "I need help with /cs:gdpr-audit-prep <scope> — GDPR audit 6-question Article-cited forcing interrogation",
   "Walk me through gdpr audit prep step by step",
   "What's the best way to approach gdpr audit prep for my project?"
  ],
  "keywords": [
   "gdpr-audit-prep",
   "scope",
   "gdpr",
   "audit",
   "question",
   "article-cited",
   "forcing",
   "interrogation",
   "before",
   "annual"
  ]
 },
 {
  "name": "iso13485-audit-prep",
  "description": "/cs:iso13485-audit-prep <scope> — ISO 13485 QMS audit 6-question forcing interrogation. Design controls + CAPA + post-market focused. Use before Clause 8.2.4 internal audit, MDR / FDA QSR alignment review, or product-launch DHF closure audit.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "compliance-os/skills/iso13485-audit-prep/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/compliance-os/skills/iso13485-audit-prep/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it for /cs:iso13485-audit-prep <scope> — ISO 13485 QMS audit 6-question forcing interrogation.",
  "example_prompts": [
   "I need help with /cs:iso13485-audit-prep <scope> — ISO 13485 QMS audit 6-question forcing interrogation",
   "Walk me through iso13485 audit prep step by step",
   "What's the best way to approach iso13485 audit prep for my project?"
  ],
  "keywords": [
   "iso13485-audit-prep",
   "scope",
   "iso",
   "qms",
   "audit",
   "question",
   "forcing",
   "interrogation",
   "design",
   "controls"
  ]
 },
 {
  "name": "iso27001-audit-prep",
  "description": "/cs:iso27001-audit-prep <scope> — ISO 27001 ISMS audit readiness 6-question forcing interrogation. Use before annual Clause 9.2 internal audit, surveillance audit prep, or stage 1 certification readiness.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "compliance-os/skills/iso27001-audit-prep/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/compliance-os/skills/iso27001-audit-prep/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for /cs:iso27001-audit-prep <scope> — ISO 27001 ISMS audit readiness 6-question forcing interrogation.",
  "example_prompts": [
   "I need help with /cs:iso27001-audit-prep <scope> — ISO 27001 ISMS audit readiness 6-question forcing interrogation",
   "Walk me through iso27001 audit prep step by step",
   "What's the best way to approach iso27001 audit prep for my project?"
  ],
  "keywords": [
   "iso27001-audit-prep",
   "scope",
   "iso",
   "isms",
   "audit",
   "readiness",
   "question",
   "forcing",
   "interrogation",
   "before"
  ]
 },
 {
  "name": "soc2-audit-prep",
  "description": "/cs:soc2-audit-prep <scope> — SOC 2 Type II readiness 6-question forcing interrogation. Observation-period focused. Use before Type II observation begins, mid-period checkpoint, or pre-field-test month-10 readiness.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "compliance-os/skills/soc2-audit-prep/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/compliance-os/skills/soc2-audit-prep/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it for /cs:soc2-audit-prep <scope> — SOC 2 Type II readiness 6-question forcing interrogation.",
  "example_prompts": [
   "I need help with /cs:soc2-audit-prep <scope> — SOC 2 Type II readiness 6-question forcing interrogation",
   "Walk me through soc2 audit prep step by step",
   "What's the best way to approach soc2 audit prep for my project?"
  ],
  "keywords": [
   "soc2-audit-prep",
   "scope",
   "soc",
   "type",
   "readiness",
   "question",
   "forcing",
   "interrogation",
   "observation-period",
   "focused"
  ]
 },
 {
  "name": "a11y-audit",
  "description": "Accessibility audit skill for scanning, fixing, and verifying WCAG 2.2 Level A and AA compliance across React, Next.js, Vue, Angular, Svelte, and plain HTML codebases. Use when auditing accessibility, fixing a11y violations, checking color contrast, generating compliance reports, or integrating accessibility checks into CI/CD pipelines.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/a11y-audit/skills/a11y-audit/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/a11y-audit/skills/a11y-audit/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you're auditing accessibility, fixing a11y violations, checking color contrast, generating compliance reports.",
  "example_prompts": [
   "Help me with auditing accessibility, fixing a11y violations, checking color contrast, generating compliance reports",
   "Walk me through a11y audit step by step",
   "What's the best way to approach a11y audit for my project?"
  ],
  "keywords": [
   "a11y-audit",
   "accessibility",
   "audit",
   "scanning",
   "fixing",
   "verifying",
   "wcag",
   "level",
   "compliance",
   "across"
  ]
 },
 {
  "name": "google-workspace-cli",
  "description": "Google Workspace administration via the gws CLI (github.com/googleworkspace/cli). Install, authenticate, and automate Gmail, Drive, Sheets, Calendar, Docs, Chat, and Tasks. Run security audits and use local recipe templates and persona bundles. Use for Google Workspace admin, gws CLI setup, Gmail automation, Drive management, or Calendar scheduling.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/google-workspace-cli/skills/google-workspace-cli/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/google-workspace-cli/skills/google-workspace-cli/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it for \\1oogle Workspace admin, gws CLI setup, Gmail automation, Drive management, or Calendar scheduling.",
  "example_prompts": [
   "I need help with \\1oogle Workspace admin, gws CLI setup, Gmail automation, Drive management",
   "Walk me through google workspace cli step by step",
   "What's the best way to approach google workspace cli for my project?"
  ],
  "keywords": [
   "google-workspace-cli",
   "google",
   "workspace",
   "administration",
   "via",
   "gws",
   "cli",
   "github",
   "com",
   "googleworkspace"
  ]
 },
 {
  "name": "browserstack",
  "description": "Run tests on BrowserStack. Use when user mentions \"browserstack\", \"cross-browser\", \"cloud testing\", \"browser matrix\", \"test on safari\", \"test on firefox\", or \"browser compatibility\".",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/playwright-pro/skills/browserstack/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/playwright-pro/skills/browserstack/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to user mentions \"browserstack\", \"cross-browser\", \"cloud testing\", \"browser matrix\", \"test on safari\", \"test on firefox\".",
  "example_prompts": [
   "cloud testing",
   "browser matrix",
   "test on safari"
  ],
  "keywords": [
   "browserstack",
   "run",
   "tests",
   "mentions",
   "cross-browser",
   "cloud",
   "testing",
   "browser",
   "matrix",
   "test"
  ]
 },
 {
  "name": "coverage",
  "description": "Analyze test coverage gaps. Use when user says \"test coverage\", \"what's not tested\", \"coverage gaps\", \"missing tests\", \"coverage report\", or \"what needs testing\".",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/playwright-pro/skills/coverage/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/playwright-pro/skills/coverage/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to user says \"test coverage\", \"what's not tested\", \"coverage gaps\", \"missing tests\", \"coverage report\", or \"what needs testing\".",
  "example_prompts": [
   "test coverage",
   "s not tested",
   "coverage gaps"
  ],
  "keywords": [
   "coverage",
   "analyze",
   "test",
   "gaps",
   "says",
   "what",
   "not",
   "tested",
   "missing",
   "tests"
  ]
 },
 {
  "name": "fix",
  "description": "Fix failing or flaky Playwright tests. Use when user says \"fix test\", \"flaky test\", \"test failing\", \"debug test\", \"test broken\", \"test passes sometimes\", or \"intermittent failure\".",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/playwright-pro/skills/fix/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/playwright-pro/skills/fix/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when your Playwright browser tests are failing or flaky and you want them fixed.",
  "example_prompts": [
   "fix test",
   "flaky test",
   "test failing"
  ],
  "keywords": [
   "fix",
   "failing",
   "flaky",
   "playwright",
   "tests",
   "says",
   "test",
   "debug",
   "broken",
   "passes"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "generate",
  "description": "Generate Playwright tests. Use when user says \"write tests\", \"generate tests\", \"add tests for\", \"test this component\", \"e2e test\", \"create test for\", \"test this page\", or \"test this feature\".",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/playwright-pro/skills/generate/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/playwright-pro/skills/generate/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you want Claude to write Playwright end-to-end tests for a page or component.",
  "example_prompts": [
   "write tests",
   "generate tests",
   "add tests for"
  ],
  "keywords": [
   "generate",
   "playwright",
   "tests",
   "says",
   "write",
   "add",
   "test",
   "component",
   "e2e",
   "create"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "migrate",
  "description": "Migrate from Cypress or Selenium to Playwright. Use when user mentions \"cypress\", \"selenium\", \"migrate tests\", \"convert tests\", \"switch to playwright\", \"move from cypress\", or \"replace selenium\".",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/playwright-pro/skills/migrate/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/playwright-pro/skills/migrate/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to user mentions \"cypress\", \"selenium\", \"migrate tests\", \"convert tests\", \"switch to playwright\", \"move from cypress\".",
  "example_prompts": [
   "migrate tests",
   "convert tests",
   "switch to playwright"
  ],
  "keywords": [
   "migrate",
   "cypress",
   "selenium",
   "playwright",
   "mentions",
   "tests",
   "convert",
   "switch",
   "move",
   "replace"
  ]
 },
 {
  "name": "pw-init",
  "description": "Set up Playwright in a project. Use when user says \"set up playwright\", \"add e2e tests\", \"configure playwright\", \"testing setup\", \"init playwright\", or \"add test infrastructure\".",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/playwright-pro/skills/pw-init/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/playwright-pro/skills/pw-init/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to user says \"set up playwright\", \"add e2e tests\", \"configure playwright\", \"testing setup\", \"init playwright\".",
  "example_prompts": [
   "set up playwright",
   "add e2e tests",
   "configure playwright"
  ],
  "keywords": [
   "pw-init",
   "set",
   "playwright",
   "project",
   "says",
   "add",
   "e2e",
   "tests",
   "configure",
   "testing"
  ]
 },
 {
  "name": "pw-review",
  "description": "Review Playwright tests for quality. Use when user says \"review tests\", \"check test quality\", \"audit tests\", \"improve tests\", \"test code review\", or \"playwright best practices check\".",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/playwright-pro/skills/pw-review/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/playwright-pro/skills/pw-review/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to user says \"review tests\", \"check test quality\", \"audit tests\", \"improve tests\", \"test code review\".",
  "example_prompts": [
   "review tests",
   "check test quality",
   "audit tests"
  ],
  "keywords": [
   "pw-review",
   "review",
   "playwright",
   "tests",
   "quality",
   "says",
   "check",
   "test",
   "audit",
   "improve"
  ]
 },
 {
  "name": "playwright-pro",
  "description": "Production-grade Playwright testing toolkit. Use when the user mentions Playwright tests, end-to-end testing, browser automation, fixing flaky tests, test migration, CI/CD testing, or test suites. Generate tests, fix flaky failures, migrate from Cypress/Selenium, sync with TestRail, run on BrowserStack. 55 templates, 3 agents, smart reporting.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/playwright-pro/skills/pw/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/playwright-pro/skills/pw/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're writing, fixing or scaling Playwright browser tests.",
  "example_prompts": [
   "Can you help me mentions Playwright tests, end-to-end testing, browser automation, fixing flaky tests, test?",
   "Walk me through playwright pro step by step",
   "What's the best way to approach playwright pro for my project?"
  ],
  "keywords": [
   "playwright-pro",
   "production-grade",
   "playwright",
   "testing",
   "toolkit",
   "mentions",
   "tests",
   "end-to-end",
   "browser",
   "automation"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "report",
  "description": "Generate test report. Use when user says \"test report\", \"results summary\", \"test status\", \"show results\", \"test dashboard\", or \"how did tests go\".",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/playwright-pro/skills/report/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/playwright-pro/skills/report/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to user says \"test report\", \"results summary\", \"test status\", \"show results\", \"test dashboard\", or \"how did tests go\".",
  "example_prompts": [
   "test report",
   "results summary",
   "test status"
  ],
  "keywords": [
   "report",
   "generate",
   "test",
   "says",
   "results",
   "summary",
   "status",
   "show",
   "dashboard",
   "how"
  ]
 },
 {
  "name": "testrail",
  "description": "Sync tests with TestRail. Use when user mentions \"testrail\", \"test management\", \"test cases\", \"test run\", \"sync test cases\", \"push results to testrail\", or \"import from testrail\".",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/playwright-pro/skills/testrail/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/playwright-pro/skills/testrail/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to user mentions \"testrail\", \"test management\", \"test cases\", \"test run\", \"sync test cases\", \"push results to testrail\".",
  "example_prompts": [
   "test management",
   "test cases",
   "test run"
  ],
  "keywords": [
   "testrail",
   "sync",
   "tests",
   "mentions",
   "test",
   "management",
   "cases",
   "run",
   "push",
   "results"
  ]
 },
 {
  "name": "extract",
  "description": "Turn a proven pattern or debugging solution into a standalone reusable skill with SKILL.md, reference docs, and examples. Use when the user runs /si:extract or asks to package a recurring solution from memory into a skill.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/self-improving-agent/skills/extract/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/self-improving-agent/skills/extract/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to turn a proven pattern or debugging solution into a standalone reusable skill with SKILL.md, reference docs.",
  "example_prompts": [
   "Can you help me turn a proven pattern or debugging solution into a standalone reusable?",
   "Walk me through extract step by step",
   "What's the best way to approach extract for my project?"
  ],
  "keywords": [
   "extract",
   "turn",
   "proven",
   "pattern",
   "debugging",
   "solution",
   "into",
   "standalone",
   "reusable",
   "reference"
  ]
 },
 {
  "name": "memory-review",
  "description": "Analyze auto-memory for promotion candidates, stale entries, consolidation opportunities, and health metrics. Use when the user runs /si:memory-review or asks what has been learned and what should be promoted or pruned.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/self-improving-agent/skills/memory-review/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/self-improving-agent/skills/memory-review/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to runs /si:memory-review or asks what has been learned and what should be promoted or pruned.",
  "example_prompts": [
   "Can you help me runs /si:memory-review or asks what has been learned and what should?",
   "Walk me through memory review step by step",
   "What's the best way to approach memory review for my project?"
  ],
  "keywords": [
   "memory-review",
   "analyze",
   "auto-memory",
   "promotion",
   "candidates",
   "stale",
   "entries",
   "consolidation",
   "opportunities",
   "health"
  ]
 },
 {
  "name": "memory-status",
  "description": "Memory health dashboard showing line counts, topic files, capacity, stale entries, and recommendations. Use when the user runs /si:memory-status or asks how full or healthy the agent memory is.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/self-improving-agent/skills/memory-status/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/self-improving-agent/skills/memory-status/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to runs /si:memory-status or asks how full or healthy the agent memory is.",
  "example_prompts": [
   "Can you help me runs /si:memory-status or asks how full or healthy the agent memory?",
   "Walk me through memory status step by step",
   "What's the best way to approach memory status for my project?"
  ],
  "keywords": [
   "memory-status",
   "memory",
   "health",
   "dashboard",
   "showing",
   "line",
   "counts",
   "topic",
   "files",
   "capacity"
  ]
 },
 {
  "name": "promote",
  "description": "Graduate a proven pattern from auto-memory (MEMORY.md) to CLAUDE.md or .claude/rules/ for permanent enforcement. Use when the user runs /si:promote or asks to make a learned behavior permanent.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/self-improving-agent/skills/promote/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/self-improving-agent/skills/promote/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to runs /si:promote or asks to make a learned behavior permanent.",
  "example_prompts": [
   "Can you help me runs /si:promote or asks to make a learned behavior permanent?",
   "Walk me through promote step by step",
   "What's the best way to approach promote for my project?"
  ],
  "keywords": [
   "promote",
   "graduate",
   "proven",
   "pattern",
   "auto-memory",
   "memory",
   "claude",
   "rules",
   "permanent",
   "enforcement"
  ]
 },
 {
  "name": "remember",
  "description": "Explicitly save important knowledge to auto-memory with timestamp and context. Use when a discovery is too important to rely on auto-capture.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/self-improving-agent/skills/remember/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/self-improving-agent/skills/remember/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when a discovery is too important to rely on auto-capture.",
  "example_prompts": [
   "I need help with a discovery is too important to rely on auto-capture",
   "Walk me through remember step by step",
   "What's the best way to approach remember for my project?"
  ],
  "keywords": [
   "remember",
   "explicitly",
   "save",
   "important",
   "knowledge",
   "auto-memory",
   "timestamp",
   "context",
   "discovery",
   "too"
  ]
 },
 {
  "name": "self-improving-agent",
  "description": "Curate Claude Code's auto-memory into durable project knowledge. Analyze MEMORY.md for patterns, promote proven learnings to CLAUDE.md and .claude/rules/, extract recurring solutions into reusable skills. Use when: (1) reviewing what Claude has learned about your project, (2) graduating a pattern from notes to enforced rules, (3) turning a debugging solution into a skill, (4) checking memory health and capacity.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/self-improving-agent/skills/self-improving-agent/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/self-improving-agent/skills/self-improving-agent/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when : reviewing what Claude has learned about your project, graduating a pattern from notes to enforced rules.",
  "example_prompts": [
   "I need help with : reviewing what Claude has learned about your project, graduating",
   "Walk me through self improving agent step by step",
   "What's the best way to approach self improving agent for my project?"
  ],
  "keywords": [
   "self-improving-agent",
   "curate",
   "claude",
   "code",
   "auto-memory",
   "into",
   "durable",
   "project",
   "knowledge",
   "analyze"
  ]
 },
 {
  "name": "adversarial-reviewer",
  "description": "Adversarial code review that breaks the self-review monoculture. Use when you want a genuinely critical review of recent changes, before merging a PR, or when you suspect Claude is being too agreeable about code quality. Forces perspective shifts through hostile reviewer personas that catch blind spots the author's mental model shares with the reviewer.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/adversarial-reviewer/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/adversarial-reviewer/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to want a genuinely critical review of recent changes, before merging a PR.",
  "example_prompts": [
   "Can you help me want a genuinely critical review of recent changes, before merging?",
   "Walk me through adversarial reviewer step by step",
   "What's the best way to approach adversarial reviewer for my project?"
  ],
  "keywords": [
   "adversarial-reviewer",
   "adversarial",
   "code",
   "review",
   "breaks",
   "self-review",
   "monoculture",
   "want",
   "genuinely",
   "critical"
  ]
 },
 {
  "name": "ai-security",
  "description": "Use when assessing AI/ML systems for prompt injection, jailbreak vulnerabilities, model inversion risk, data poisoning exposure, or agent tool abuse. Covers MITRE ATLAS technique mapping, injection signature detection, and adversarial robustness scoring.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/ai-security/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/ai-security/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to check an AI app or agent for prompt injection and other security risks.",
  "example_prompts": [
   "Help me with assessing AI/ML systems for prompt injection, jailbreak vulnerabilities, model inversion risk",
   "Walk me through ai security step by step",
   "What's the best way to approach ai security for my project?"
  ],
  "keywords": [
   "ai-security",
   "assessing",
   "systems",
   "prompt",
   "injection",
   "jailbreak",
   "vulnerabilities",
   "model",
   "inversion",
   "risk"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "aws-solution-architect",
  "description": "Design AWS architectures for startups using serverless patterns and IaC templates. Use when asked to design serverless architecture, create CloudFormation templates, optimize AWS costs, set up CI/CD pipelines, or migrate to AWS. Covers Lambda, API Gateway, DynamoDB, ECS, Aurora, and cost optimization.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/aws-solution-architect/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/aws-solution-architect/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to asked to design serverless architecture, create CloudFormation templates, optimize AWS costs, set up CI/CD pipelines.",
  "example_prompts": [
   "Can you help me asked to design serverless architecture, create CloudFormation templates, optimize AWS costs?",
   "Walk me through aws solution architect step by step",
   "What's the best way to approach aws solution architect for my project?"
  ],
  "keywords": [
   "aws-solution-architect",
   "design",
   "aws",
   "architectures",
   "startups",
   "using",
   "serverless",
   "patterns",
   "iac",
   "templates"
  ]
 },
 {
  "name": "azure-cloud-architect",
  "description": "Design Azure architectures for startups and enterprises. Use when asked to design Azure infrastructure, create Bicep/ARM templates, optimize Azure costs, set up Azure DevOps pipelines, or migrate to Azure. Covers AKS, App Service, Azure Functions, Cosmos DB, and cost optimization.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/azure-cloud-architect/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/azure-cloud-architect/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to asked to design Azure infrastructure, create Bicep/ARM templates, optimize Azure costs, set up Azure DevOps pipelines.",
  "example_prompts": [
   "Can you help me asked to design Azure infrastructure, create Bicep/ARM templates, optimize Azure costs?",
   "Walk me through azure cloud architect step by step",
   "What's the best way to approach azure cloud architect for my project?"
  ],
  "keywords": [
   "azure-cloud-architect",
   "design",
   "azure",
   "architectures",
   "startups",
   "enterprises",
   "asked",
   "infrastructure",
   "create",
   "bicep"
  ]
 },
 {
  "name": "cloud-security",
  "description": "Use when assessing cloud infrastructure for security misconfigurations, IAM privilege escalation paths, S3 public exposure, open security group rules, or IaC security gaps. Covers AWS, Azure, and GCP posture assessment with MITRE ATT&CK mapping.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/cloud-security/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/cloud-security/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're assessing cloud infrastructure for security misconfigurations, IAM privilege escalation paths, S3 public exposure.",
  "example_prompts": [
   "Help me with assessing cloud infrastructure for security misconfigurations, IAM privilege escalation paths, S3",
   "Walk me through cloud security step by step",
   "What's the best way to approach cloud security for my project?"
  ],
  "keywords": [
   "cloud-security",
   "assessing",
   "cloud",
   "infrastructure",
   "security",
   "misconfigurations",
   "iam",
   "privilege",
   "escalation",
   "paths"
  ]
 },
 {
  "name": "code-reviewer",
  "description": "Code review automation for TypeScript, JavaScript, Python, Go, Swift, Kotlin, C#, .NET, Java, C, C++, Rust, Ruby, PHP, and Dart/Flutter. Analyzes PRs for complexity and risk, checks code quality for SOLID violations and code smells, generates review reports. Use when reviewing pull requests, analyzing code quality, identifying issues, generating review checklists.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/code-reviewer/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/code-reviewer/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want an automated code review of your changes in almost any programming language.",
  "example_prompts": [
   "Help me with reviewing pull requests, analyzing code quality, identifying issues, generating review checklists",
   "Walk me through code reviewer step by step",
   "What's the best way to approach code reviewer for my project?"
  ],
  "keywords": [
   "code-reviewer",
   "code",
   "review",
   "automation",
   "typescript",
   "javascript",
   "python",
   "swift",
   "kotlin",
   "net"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "email-template-builder",
  "description": "Build complete transactional email systems: React Email templates, provider integration (Resend, Postmark, SendGrid, AWS SES), preview server, i18n support, dark mode, spam optimization, analytics tracking. Use when adding transactional email to a new product, migrating between email providers, refactoring legacy email templates for accessibility, or adding internationalization to existing templates.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/email-template-builder/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/email-template-builder/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you need transactional email templates, like receipts or password resets, built in code.",
  "example_prompts": [
   "Help me with adding transactional email to a new product, migrating between email providers",
   "Walk me through email template builder step by step",
   "What's the best way to approach email template builder for my project?"
  ],
  "keywords": [
   "email-template-builder",
   "build",
   "complete",
   "transactional",
   "email",
   "systems",
   "react",
   "templates",
   "provider",
   "integration"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "embedded-iot-mentor",
  "description": "Mentor for embedded and IoT hardware projects. Helps select MCUs, dev boards, and toolchains, decides where sensor readings end up (phone, PC, dashboard, or alert), and gives time/cost estimates and a phased build plan from breadboard MVP to production PCB. Use when the user mentions embedded, IoT, microcontroller, ESP32, STM32, Arduino, Raspberry Pi Pico, firmware, PCB, KiCad, EasyEDA, PlatformIO, MQTT, Home Assistant, ESPHome, Grafana, an IoT dashboard, seeing sensor data on a phone, or asks for hardware tool recommendations, project planning, or cost/time estimates for an electronics project.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/embedded-iot-mentor/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/embedded-iot-mentor/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to mentions embedded, IoT, microcontroller, ESP32, STM32, Arduino, Raspberry Pi Pico, firmware, PCB, KiCad, EasyEDA, PlatformIO.",
  "example_prompts": [
   "Can you help me mentions embedded, IoT, microcontroller, ESP32, STM32, Arduino, Raspberry Pi Pico, firmware?",
   "Walk me through embedded iot mentor step by step",
   "What's the best way to approach embedded iot mentor for my project?"
  ],
  "keywords": [
   "embedded-iot-mentor",
   "mentor",
   "embedded",
   "iot",
   "hardware",
   "projects",
   "helps",
   "select",
   "mcus",
   "dev"
  ]
 },
 {
  "name": "engineering-skills",
  "description": "Index of the engineering-team skills bundle for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw, and 6 more tools. Architecture, frontend, backend, QA, DevOps, security, AI/ML, data engineering, Playwright, Stripe, AWS, MS365 (stdlib-only Python tools). Use when browsing or choosing among engineering-team role skills — load only the one specialist SKILL.md you need, never bulk-load the bundle.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/engineering-skills/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/engineering-skills/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're browsing or choosing among engineering-team role skills — load only the one specialist SKILL.",
  "example_prompts": [
   "Help me with browsing or choosing among engineering-team role skills — load only",
   "Walk me through engineering skills step by step",
   "What's the best way to approach engineering skills for my project?"
  ],
  "keywords": [
   "engineering-skills",
   "index",
   "engineering-team",
   "skills",
   "bundle",
   "claude",
   "code",
   "codex",
   "gemini",
   "cli"
  ]
 },
 {
  "name": "epic-design",
  "description": "Build immersive, cinematic 2.5D interactive websites using scroll storytelling, parallax depth, text animations, and premium scroll effects — no WebGL required. Use this skill for any web design task: landing pages, product sites, hero sections, scroll animations, parallax, sticky sections, section overlaps, floating products between sections, clip-path reveals, text that flies in from sides, words that light up on scroll, curtain drops, iris opens, card stacks, bleed typography, and any site that should feel cinematic or premium. Trigger on phrases like \"make it feel alive\", \"Apple-style animation\", \"sections that overlap\", \"product rises between sections\", \"immersive\", \"scrollytelling\", or any scroll-driven visual effect. Covers 45+ techniques across 8 categories. Always inspects, judges, and plans assets before coding. Use aggressively for ANY web design task.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/epic-design/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/epic-design/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when any web design task: landing pages, product sites, hero sections, scroll animations, parallax, sticky sections, section overlaps.",
  "example_prompts": [
   "make it feel alive",
   "Apple-style animation",
   "sections that overlap"
  ],
  "keywords": [
   "epic-design",
   "build",
   "immersive",
   "cinematic",
   "interactive",
   "websites",
   "using",
   "scroll",
   "storytelling",
   "parallax"
  ]
 },
 {
  "name": "gcp-cloud-architect",
  "description": "Design GCP architectures for startups and enterprises. Use when asked to design Google Cloud infrastructure, deploy to GKE or Cloud Run, configure BigQuery pipelines, optimize GCP costs, or migrate to GCP. Covers Cloud Run, GKE, Cloud Functions, Cloud SQL, BigQuery, and cost optimization.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/gcp-cloud-architect/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/gcp-cloud-architect/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to asked to design Google Cloud infrastructure, deploy to GKE or Cloud Run, configure BigQuery pipelines, optimize GCP costs.",
  "example_prompts": [
   "Can you help me asked to design Google Cloud infrastructure, deploy to GKE or Cloud?",
   "Walk me through gcp cloud architect step by step",
   "What's the best way to approach gcp cloud architect for my project?"
  ],
  "keywords": [
   "gcp-cloud-architect",
   "design",
   "gcp",
   "architectures",
   "startups",
   "enterprises",
   "asked",
   "google",
   "cloud",
   "infrastructure"
  ]
 },
 {
  "name": "incident-commander",
  "description": "Comprehensive incident response framework from detection through resolution and post-incident review. Battle-tested SRE/DevOps practices: severity classification, timeline reconstruction, structured post-incident analysis. Use when declaring an incident, coordinating multi-team response during an outage, leading a post-mortem, or setting up on-call practices for a new service.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/incident-commander/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/incident-commander/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you're declaring an incident, coordinating multi-team response during an outage, leading a post-mortem.",
  "example_prompts": [
   "Help me with declaring an incident, coordinating multi-team response during an outage, leading",
   "Walk me through incident commander step by step",
   "What's the best way to approach incident commander for my project?"
  ],
  "keywords": [
   "incident-commander",
   "comprehensive",
   "incident",
   "response",
   "framework",
   "detection",
   "through",
   "resolution",
   "post-incident",
   "review"
  ]
 },
 {
  "name": "incident-response",
  "description": "Use when a security incident has been detected or declared and needs classification, triage, escalation path determination, and forensic evidence collection. Covers SEV1-SEV4 classification, false positive filtering, incident taxonomy, and NIST SP 800-61 lifecycle.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/incident-response/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/incident-response/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a security incident has been detected or declared and needs classification, triage, escalation path determination.",
  "example_prompts": [
   "I need help with a security incident has been detected or declared and needs classification",
   "Walk me through incident response step by step",
   "What's the best way to approach incident response for my project?"
  ],
  "keywords": [
   "incident-response",
   "security",
   "incident",
   "has",
   "been",
   "detected",
   "declared",
   "needs",
   "classification",
   "triage"
  ]
 },
 {
  "name": "ms365-tenant-manager",
  "description": "Microsoft 365 tenant administration for Global Administrators. Automate M365 tenant setup, Office 365 admin tasks, Azure AD user management, Exchange Online configuration, Teams administration, and security policies. Generate PowerShell scripts for bulk operations, Conditional Access policies, license management, and compliance reporting. Use for M365 tenant manager, Office 365 admin, Azure AD users, Global Administrator, tenant configuration, or Microsoft 365 automation.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/ms365-tenant-manager/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/ms365-tenant-manager/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it for \\1365 tenant manager, Office 365 admin, Azure AD users, Global Administrator, tenant configuration, or Microsoft 365 automation.",
  "example_prompts": [
   "I need help with \\1365 tenant manager, Office 365 admin, Azure AD users, Global Administrator",
   "Walk me through ms365 tenant manager step by step",
   "What's the best way to approach ms365 tenant manager for my project?"
  ],
  "keywords": [
   "ms365-tenant-manager",
   "microsoft",
   "tenant",
   "administration",
   "global",
   "administrators",
   "automate",
   "m365",
   "setup",
   "office"
  ]
 },
 {
  "name": "named-persona-adversarial-review",
  "description": "Code review through the lens of real engineers' documented philosophies (Torvalds, Thompson, Carmack, Kent Beck, Jobs, Cagan). Complements abstract-role adversarial review with named, sourced perspectives. Use when automated review findings feel generic, when a PR has architectural or UX impact, or when the author wants pre-submit hardening beyond standard checks.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/named-persona-adversarial-review/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/named-persona-adversarial-review/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to automated review findings feel generic, when a PR has architectural or UX impact.",
  "example_prompts": [
   "Can you help me automated review findings feel generic, when a PR has architectural?",
   "Walk me through named persona adversarial review step by step",
   "What's the best way to approach named persona adversarial review for my project?"
  ],
  "keywords": [
   "named-persona-adversarial-review",
   "code",
   "review",
   "through",
   "lens",
   "real",
   "engineers",
   "documented",
   "philosophies",
   "torvalds"
  ]
 },
 {
  "name": "red-team",
  "description": "Use when planning or executing authorized red team engagements, attack path analysis, or offensive security simulations. Covers MITRE ATT&CK kill-chain planning, technique scoring, choke point identification, OPSEC risk assessment, and crown jewel targeting.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/red-team/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/red-team/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're planning or executing authorized red team engagements, attack path analysis, or offensive security simulations.",
  "example_prompts": [
   "Help me with planning or executing authorized red team engagements, attack path analysis",
   "Walk me through red team step by step",
   "What's the best way to approach red team for my project?"
  ],
  "keywords": [
   "red-team",
   "planning",
   "executing",
   "authorized",
   "red",
   "team",
   "engagements",
   "attack",
   "path",
   "analysis"
  ]
 },
 {
  "name": "security-pen-testing",
  "description": "Use when the user asks to perform security audits, penetration testing, vulnerability scanning, OWASP Top 10 checks, or offensive security assessments. Covers static analysis, dependency scanning, secret detection, API security testing, and pen test report generation.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/security-pen-testing/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/security-pen-testing/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to perform security audits, penetration testing, vulnerability scanning, OWASP Top 10 checks, or offensive security assessments.",
  "example_prompts": [
   "Can you help me perform security audits, penetration testing, vulnerability scanning, OWASP Top 10 checks?",
   "Walk me through security pen testing step by step",
   "What's the best way to approach security pen testing for my project?"
  ],
  "keywords": [
   "security-pen-testing",
   "asks",
   "perform",
   "security",
   "audits",
   "penetration",
   "testing",
   "vulnerability",
   "scanning",
   "owasp"
  ]
 },
 {
  "name": "senior-architect",
  "description": "This skill should be used when the user asks to \"design system architecture\", \"evaluate microservices vs monolith\", \"create architecture diagrams\", \"analyze dependencies\", \"choose a database\", \"plan for scalability\", \"make technical decisions\", or \"review system design\". Use for architecture decision records (ADRs), tech stack evaluation, system design reviews, dependency analysis, and generating architecture diagrams in Mermaid, PlantUML, or ASCII format.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/senior-architect/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/senior-architect/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to architecture decision records , tech stack evaluation, system design reviews, dependency analysis.",
  "example_prompts": [
   "design system architecture",
   "evaluate microservices vs monolith",
   "create architecture diagrams"
  ],
  "keywords": [
   "senior-architect",
   "should",
   "used",
   "asks",
   "design",
   "system",
   "architecture",
   "evaluate",
   "microservices",
   "monolith"
  ]
 },
 {
  "name": "senior-backend",
  "description": "Designs and implements backend systems including REST APIs, microservices, database architectures, authentication flows, and security hardening. Use when the user asks to \"design REST APIs\", \"optimize database queries\", \"implement authentication\", \"build microservices\", \"review backend code\", \"set up GraphQL\", \"handle database migrations\", or \"load test APIs\". Covers Node.js/Express/Fastify development, PostgreSQL optimization, API security, and backend architecture patterns.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/senior-backend/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/senior-backend/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when \"design REST APIs\", \"optimize database queries\", \"implement authentication\", \"build microservices\", \"review backend code\".",
  "example_prompts": [
   "design REST APIs",
   "optimize database queries",
   "implement authentication"
  ],
  "keywords": [
   "senior-backend",
   "designs",
   "implements",
   "backend",
   "systems",
   "including",
   "rest",
   "apis",
   "microservices",
   "database"
  ]
 },
 {
  "name": "senior-computer-vision",
  "description": "Computer vision engineering skill for object detection, image segmentation, and visual AI systems. Covers CNN and Vision Transformer architectures, YOLO/Faster R-CNN/DETR detection, Mask R-CNN/SAM segmentation, and production deployment with ONNX/TensorRT. Includes PyTorch, torchvision, Ultralytics, Detectron2, and MMDetection frameworks. Use when building detection pipelines, training custom models, optimizing inference, or deploying vision systems.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/senior-computer-vision/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/senior-computer-vision/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're building detection pipelines, training custom models, optimizing inference, or deploying vision systems.",
  "example_prompts": [
   "Help me with building detection pipelines, training custom models, optimizing inference, or deploying vision",
   "Walk me through senior computer vision step by step",
   "What's the best way to approach senior computer vision for my project?"
  ],
  "keywords": [
   "senior-computer-vision",
   "computer",
   "vision",
   "engineering",
   "object",
   "detection",
   "image",
   "segmentation",
   "visual",
   "systems"
  ]
 },
 {
  "name": "senior-data-engineer",
  "description": "Data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, and modern data stack. Includes data modeling, pipeline orchestration, data quality, and DataOps. Use when designing data architectures, building data pipelines, optimizing data workflows, implementing data governance, or troubleshooting data issues.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/senior-data-engineer/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/senior-data-engineer/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're designing data architectures, building data pipelines, optimizing data workflows, implementing data governance.",
  "example_prompts": [
   "Help me with designing data architectures, building data pipelines, optimizing data workflows, implementing data",
   "Walk me through senior data engineer step by step",
   "What's the best way to approach senior data engineer for my project?"
  ],
  "keywords": [
   "senior-data-engineer",
   "data",
   "engineering",
   "building",
   "scalable",
   "pipelines",
   "etl",
   "elt",
   "systems",
   "infrastructure"
  ]
 },
 {
  "name": "senior-data-scientist",
  "description": "World-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics. Covers A/B testing (sample sizing, two-proportion z-tests, Bonferroni correction), difference-in-differences, feature engineering pipelines (Scikit-learn, XGBoost), cross-validated model evaluation (AUC-ROC, AUC-PR, SHAP), and MLflow experiment tracking — using Python (NumPy, Pandas, Scikit-learn), R, and SQL. Use when designing or analysing controlled experiments, building and evaluating classification or regression models, performing causal analysis on observational data, engineering features for structured tabular datasets, or translating statistical findings into data-driven business decisions.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/senior-data-scientist/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/senior-data-scientist/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you need advanced data science help, like predictive models or experiment design.",
  "example_prompts": [
   "Help me with designing or analysing controlled experiments, building and evaluating classification or regression",
   "Walk me through senior data scientist step by step",
   "What's the best way to approach senior data scientist for my project?"
  ],
  "keywords": [
   "senior-data-scientist",
   "world-class",
   "senior",
   "data",
   "scientist",
   "specialising",
   "statistical",
   "modeling",
   "experiment",
   "design"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "senior-devops",
  "description": "Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup, infrastructure as code, deployment automation, and monitoring. Use when setting up pipelines, deploying applications, managing infrastructure, implementing monitoring, or optimizing deployment processes.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/senior-devops/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/senior-devops/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you're setting up pipelines, deploying applications, managing infrastructure, implementing monitoring, or optimizing deployment processes.",
  "example_prompts": [
   "Help me with setting up pipelines, deploying applications, managing infrastructure, implementing monitoring, or optimizing",
   "Walk me through senior devops step by step",
   "What's the best way to approach senior devops for my project?"
  ],
  "keywords": [
   "senior-devops",
   "comprehensive",
   "devops",
   "infrastructure",
   "automation",
   "containerization",
   "cloud",
   "platforms",
   "aws",
   "gcp"
  ]
 },
 {
  "name": "senior-frontend",
  "description": "Frontend development skill for React, Next.js, TypeScript, and Tailwind CSS applications. Use when building React components, optimizing Next.js performance, analyzing bundle sizes, scaffolding frontend projects, implementing accessibility, or reviewing frontend code quality.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/senior-frontend/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/senior-frontend/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're building or optimizing a React, Next.js or Tailwind front end.",
  "example_prompts": [
   "Help me with building React components, optimizing Next",
   "Walk me through senior frontend step by step",
   "What's the best way to approach senior frontend for my project?"
  ],
  "keywords": [
   "senior-frontend",
   "frontend",
   "development",
   "react",
   "next",
   "typescript",
   "tailwind",
   "css",
   "applications",
   "building"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "senior-fullstack",
  "description": "Fullstack development toolkit with project scaffolding for Next.js, FastAPI, MERN, and Django stacks, code quality analysis with security and complexity scoring, and stack selection guidance. Use when the user asks to \"scaffold a new project\", \"create a Next.js app\", \"set up FastAPI with React\", \"analyze code quality\", \"audit my codebase\", \"what stack should I use\", \"generate project boilerplate\", or mentions fullstack development, project setup, or tech stack comparison.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/senior-fullstack/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/senior-fullstack/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when \"scaffold a new project\", \"create a Next.",
  "example_prompts": [
   "scaffold a new project",
   "create a Next.js app",
   "set up FastAPI with React"
  ],
  "keywords": [
   "senior-fullstack",
   "fullstack",
   "development",
   "toolkit",
   "project",
   "scaffolding",
   "next",
   "fastapi",
   "mern",
   "django"
  ]
 },
 {
  "name": "senior-ml-engineer",
  "description": "ML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs. Covers model deployment, feature stores, drift monitoring, RAG systems, and cost optimization. Use when the user asks about deploying ML models to production, setting up MLOps infrastructure (MLflow, Kubeflow, Kubernetes, Docker), monitoring model performance or drift, building RAG pipelines, or integrating LLM APIs with retry logic and cost controls. Focused on production and operational concerns rather than model research or initial training.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/senior-ml-engineer/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/senior-ml-engineer/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to asks about deploying ML models to production, setting up MLOps infrastructure , monitoring model performance or drift.",
  "example_prompts": [
   "Can you help me asks about deploying ML models to production, setting up MLOps infrastructure?",
   "Walk me through senior ml engineer step by step",
   "What's the best way to approach senior ml engineer for my project?"
  ],
  "keywords": [
   "senior-ml-engineer",
   "engineering",
   "productionizing",
   "models",
   "building",
   "mlops",
   "pipelines",
   "integrating",
   "llms",
   "covers"
  ]
 },
 {
  "name": "senior-prompt-engineer",
  "description": "Use when the user asks to optimize prompts, design prompt templates, evaluate LLM outputs with an eval set, measure RAG retrieval quality, validate agent/tool configurations, analyze token usage, or design structured-output contracts. Covers eval-driven prompt iteration, RAG metrics (relevance, faithfulness, coverage), agent workflow validation, and token/cost budgeting — all model-agnostic, with three stdlib Python tools.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/senior-prompt-engineer/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/senior-prompt-engineer/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to optimize prompts, design prompt templates, evaluate LLM outputs with an eval set, measure RAG retrieval quality.",
  "example_prompts": [
   "Can you help me optimize prompts, design prompt templates, evaluate LLM outputs with an eval?",
   "Walk me through senior prompt engineer step by step",
   "What's the best way to approach senior prompt engineer for my project?"
  ],
  "keywords": [
   "senior-prompt-engineer",
   "asks",
   "optimize",
   "prompts",
   "design",
   "prompt",
   "templates",
   "evaluate",
   "llm",
   "outputs"
  ]
 },
 {
  "name": "senior-qa",
  "description": "Generates unit tests, integration tests, and E2E tests for React/Next.js applications. Scans components to create Jest + React Testing Library test stubs, analyzes Istanbul/LCOV coverage reports to surface gaps, scaffolds Playwright test files from Next.js routes, mocks API calls with MSW, creates test fixtures, and configures test runners. Use when the user asks to \"generate tests\", \"write unit tests\", \"analyze test coverage\", \"scaffold E2E tests\", \"set up Playwright\", \"configure Jest\", \"implement testing patterns\", or \"improve test quality\".",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/senior-qa/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/senior-qa/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when \"generate tests\", \"write unit tests\", \"analyze test coverage\", \"scaffold E2E tests\", \"set up Playwright\", \"configure Jest\".",
  "example_prompts": [
   "generate tests",
   "write unit tests",
   "analyze test coverage"
  ],
  "keywords": [
   "senior-qa",
   "generates",
   "unit",
   "tests",
   "integration",
   "e2e",
   "react",
   "next",
   "applications",
   "scans"
  ]
 },
 {
  "name": "senior-secops",
  "description": "Senior SecOps engineer skill for application security, vulnerability management, compliance verification, and secure development practices. Runs SAST/DAST scans, generates CVE remediation plans, checks dependency vulnerabilities, creates security policies, enforces secure coding patterns, and automates compliance checks against SOC2, PCI-DSS, HIPAA, and GDPR. Use when conducting a security review or audit, responding to a CVE or security incident, hardening infrastructure, implementing authentication or secrets management, running penetration test prep, checking OWASP Top 10 exposure, or enforcing security controls in CI/CD pipelines.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/senior-secops/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/senior-secops/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you're conducting a security review or audit, responding to a CVE or security incident, hardening infrastructure.",
  "example_prompts": [
   "Help me with conducting a security review or audit, responding to a CVE",
   "Walk me through senior secops step by step",
   "What's the best way to approach senior secops for my project?"
  ],
  "keywords": [
   "senior-secops",
   "senior",
   "secops",
   "engineer",
   "application",
   "security",
   "vulnerability",
   "management",
   "compliance",
   "verification"
  ]
 },
 {
  "name": "senior-security",
  "description": "Use when the user asks for STRIDE threat modeling, DREAD risk scoring, data-flow-diagram threat analysis, or a quick secret scan — or when a security request needs routing to the right specialist skill (pen-testing, incident response, cloud posture, red team, AI security, threat hunting, secure code review). This skill owns threat modeling; everything else routes to a sibling.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/senior-security/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/senior-security/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it for \\1TRIDE threat modeling, DREAD risk scoring, data-flow-diagram threat analysis, or a quick secret scan.",
  "example_prompts": [
   "I need help with \\1TRIDE threat modeling, DREAD risk scoring, data-flow-diagram threat analysis, or",
   "Walk me through senior security step by step",
   "What's the best way to approach senior security for my project?"
  ],
  "keywords": [
   "senior-security",
   "asks",
   "stride",
   "threat",
   "modeling",
   "dread",
   "risk",
   "scoring",
   "data-flow-diagram",
   "analysis"
  ]
 },
 {
  "name": "stripe-integration-expert",
  "description": "Production-grade Stripe integrations: subscriptions with trials and proration, one-time payments, usage-based billing, checkout sessions, idempotent webhook handlers, customer portal, and invoicing. Covers Next.js, Express, and Django patterns. Use when integrating Stripe for the first time, debugging webhook reliability issues, migrating from a different payment provider, or adding usage-based billing to an existing subscription product.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/stripe-integration-expert/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/stripe-integration-expert/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you're integrating Stripe for the first time, debugging webhook reliability issues, migrating from a different payment provider.",
  "example_prompts": [
   "Help me with integrating Stripe for the first time, debugging webhook reliability issues, migrating",
   "Walk me through stripe integration expert step by step",
   "What's the best way to approach stripe integration expert for my project?"
  ],
  "keywords": [
   "stripe-integration-expert",
   "production-grade",
   "stripe",
   "integrations",
   "subscriptions",
   "trials",
   "proration",
   "one-time",
   "payments",
   "usage-based"
  ]
 },
 {
  "name": "tdd-guide",
  "description": "Test-driven development skill for writing unit tests, generating test fixtures and mocks, analyzing coverage gaps, and guiding red-green-refactor workflows across Jest, Pytest, JUnit, Vitest, and Mocha. Use when the user asks to write tests, improve test coverage, practice TDD, generate mocks or stubs, or mentions testing frameworks like Jest, pytest, or JUnit.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/tdd-guide/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/tdd-guide/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you want help writing unit tests, mocks and fixtures, or finding untested code.",
  "example_prompts": [
   "Can you help me write tests, improve test coverage, practice TDD, generate mocks or stubs?",
   "Walk me through tdd guide step by step",
   "What's the best way to approach tdd guide for my project?"
  ],
  "keywords": [
   "tdd-guide",
   "test-driven",
   "development",
   "writing",
   "unit",
   "tests",
   "generating",
   "test",
   "fixtures",
   "mocks"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "tech-stack-evaluator",
  "description": "Technology stack evaluation and comparison with TCO analysis, security assessment, and ecosystem health scoring. Use when comparing frameworks, evaluating technology stacks, calculating total cost of ownership, assessing migration paths, or analyzing ecosystem viability.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/tech-stack-evaluator/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/tech-stack-evaluator/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're comparing frameworks, evaluating technology stacks, calculating total cost of ownership, assessing migration paths.",
  "example_prompts": [
   "Help me with comparing frameworks, evaluating technology stacks, calculating total cost of ownership, assessing",
   "Walk me through tech stack evaluator step by step",
   "What's the best way to approach tech stack evaluator for my project?"
  ],
  "keywords": [
   "tech-stack-evaluator",
   "technology",
   "stack",
   "evaluation",
   "comparison",
   "tco",
   "analysis",
   "security",
   "assessment",
   "ecosystem"
  ]
 },
 {
  "name": "threat-detection",
  "description": "Use when hunting for threats in an environment, analyzing IOCs, or detecting behavioral anomalies in telemetry. Covers hypothesis-driven threat hunting, IOC sweep generation, z-score anomaly detection, and MITRE ATT&CK-mapped signal prioritization.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/skills/threat-detection/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/skills/threat-detection/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you're hunting for threats in an environment, analyzing IOCs, or detecting behavioral anomalies in telemetry.",
  "example_prompts": [
   "Help me with hunting for threats in an environment, analyzing IOCs, or detecting behavioral",
   "Walk me through threat detection step by step",
   "What's the best way to approach threat detection for my project?"
  ],
  "keywords": [
   "threat-detection",
   "hunting",
   "threats",
   "environment",
   "analyzing",
   "iocs",
   "detecting",
   "behavioral",
   "anomalies",
   "telemetry"
  ]
 },
 {
  "name": "snowflake-development",
  "description": "Use when writing Snowflake SQL, building data pipelines with Dynamic Tables or Streams/Tasks, using Cortex AI functions, creating Cortex Agents, writing Snowpark Python, configuring dbt for Snowflake, or troubleshooting Snowflake errors.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering-team/snowflake-development/skills/snowflake-development/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering-team/snowflake-development/skills/snowflake-development/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you're writing Snowflake SQL, building data pipelines with Dynamic Tables or Streams/Tasks, using Cortex AI functions.",
  "example_prompts": [
   "Help me with writing Snowflake SQL, building data pipelines with Dynamic Tables or Streams/Tasks",
   "Walk me through snowflake development step by step",
   "What's the best way to approach snowflake development for my project?"
  ],
  "keywords": [
   "snowflake-development",
   "writing",
   "snowflake",
   "sql",
   "building",
   "data",
   "pipelines",
   "dynamic",
   "tables",
   "streams"
  ]
 },
 {
  "name": "agent-harness",
  "description": "Turn any domain folder of skills into a bounded agentic loop: compile a goal into a verifiable task plan, execute tasks with the domain's own tools, verify every task with machine-run checks, retry with caps, escalate to a human when budgets exhaust, and refuse to close until everything is verified or explicitly waived. Use when you want an agent or subagent to pick up a goal and drive it to a verified close across one of this repo's 18 domains ('run this goal through the engineering harness', 'set up an agentic loop for marketing work', 'make the finance domain self-verifying'). NOT for authoring Claude Code Workflow-tool .js scripts (workflow-builder), N-agent tournaments on one task (agenthub), single-file metric optimization (autoresearch-agent), or discovering published loop recipes (loop-library).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/agent-harness/skills/agent-harness/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/agent-harness/skills/agent-harness/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to want an agent or subagent to pick up a goal and drive it to a verified close across one of this repo's 18 domains.",
  "example_prompts": [
   "s 18 domains (",
   "set up an agentic loop for marketing work",
   "make the finance domain self-verifying"
  ],
  "keywords": [
   "agent-harness",
   "turn",
   "domain",
   "folder",
   "skills",
   "into",
   "bounded",
   "agentic",
   "loop",
   "compile"
  ]
 },
 {
  "name": "agent-memory",
  "description": "Use when a project's CLAUDE.md has grown past what anyone reads and you want the agent to learn durable facts from its own sessions instead — or when asking why the agent keeps re-learning the same correction, why a remembered rule is wrong, or where a memory line came from. Implements a four-tier store (L0 transcripts / L1 candidates / L2 project context / L3 stable persona) where promotion is earned by recurrence across sessions and days, never by one confident statement, and nothing reaches a committed file without a human adopting it.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/agent-memory/skills/agent-memory/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/agent-memory/skills/agent-memory/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when a project's CLAUDE.",
  "example_prompts": [
   "I need help with a project's CLAUDE",
   "Walk me through agent memory step by step",
   "What's the best way to approach agent memory for my project?"
  ],
  "keywords": [
   "agent-memory",
   "project",
   "claude",
   "has",
   "grown",
   "past",
   "what",
   "anyone",
   "reads",
   "want"
  ]
 },
 {
  "name": "agenthub",
  "description": "Multi-agent collaboration plugin that spawns N parallel subagents competing on the same task via git worktree isolation. Agents work independently, results are evaluated by metric or LLM judge, and the best branch is merged. Use when: user wants multiple approaches tried in parallel — code optimization, content variation, research exploration, or any task that benefits from parallel competition. Requires: a git repo.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/agenthub/skills/agenthub/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/agenthub/skills/agenthub/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when : user wants multiple approaches tried in parallel — code optimization, content variation, research exploration.",
  "example_prompts": [
   "I need help with : user wants multiple approaches tried in parallel — code optimization",
   "Walk me through agenthub step by step",
   "What's the best way to approach agenthub for my project?"
  ],
  "keywords": [
   "agenthub",
   "multi-agent",
   "collaboration",
   "plugin",
   "spawns",
   "parallel",
   "subagents",
   "competing",
   "same",
   "task"
  ]
 },
 {
  "name": "board",
  "description": "Read, write, and browse the AgentHub message board for agent coordination. Use when the user runs /hub:board or asks to post, read, or inspect coordination messages between competing AgentHub agents.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/agenthub/skills/board/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/agenthub/skills/board/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to runs /hub:board or asks to post, read, or inspect coordination messages between competing AgentHub agents.",
  "example_prompts": [
   "Can you help me runs /hub:board or asks to post, read, or inspect coordination messages?",
   "Walk me through board step by step",
   "What's the best way to approach board for my project?"
  ],
  "keywords": [
   "board",
   "read",
   "write",
   "browse",
   "agenthub",
   "message",
   "agent",
   "coordination",
   "runs",
   "hub"
  ]
 },
 {
  "name": "eval",
  "description": "Evaluate and rank agent results by metric or LLM judge for an AgentHub session. Use when the user runs /hub:eval or asks to score, compare, or pick a winner among completed AgentHub agents.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/agenthub/skills/eval/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/agenthub/skills/eval/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to runs /hub:eval or asks to score, compare, or pick a winner among completed AgentHub agents.",
  "example_prompts": [
   "Can you help me runs /hub:eval or asks to score, compare, or pick a winner?",
   "Walk me through eval step by step",
   "What's the best way to approach eval for my project?"
  ],
  "keywords": [
   "eval",
   "evaluate",
   "rank",
   "agent",
   "results",
   "metric",
   "llm",
   "judge",
   "agenthub",
   "session"
  ]
 },
 {
  "name": "hub-init",
  "description": "Create a new AgentHub collaboration session with task, agent count, and evaluation criteria. Use when the user runs /hub:hub-init or asks to start a multi-agent competition on a task.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/agenthub/skills/hub-init/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/agenthub/skills/hub-init/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to runs /hub:hub-init or asks to start a multi-agent competition on a task.",
  "example_prompts": [
   "Can you help me runs /hub:hub-init or asks to start a multi-agent competition on?",
   "Walk me through hub init step by step",
   "What's the best way to approach hub init for my project?"
  ],
  "keywords": [
   "hub-init",
   "create",
   "new",
   "agenthub",
   "collaboration",
   "session",
   "task",
   "agent",
   "count",
   "evaluation"
  ]
 },
 {
  "name": "hub-status",
  "description": "Show DAG state, agent progress, and branch status for an AgentHub session. Use when the user runs /hub:hub-status or asks how the AgentHub agents are doing.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/agenthub/skills/hub-status/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/agenthub/skills/hub-status/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to runs /hub:hub-status or asks how the AgentHub agents are doing.",
  "example_prompts": [
   "Can you help me runs /hub:hub-status or asks how the AgentHub agents are doing?",
   "Walk me through hub status step by step",
   "What's the best way to approach hub status for my project?"
  ],
  "keywords": [
   "hub-status",
   "show",
   "dag",
   "state",
   "agent",
   "progress",
   "branch",
   "status",
   "agenthub",
   "session"
  ]
 },
 {
  "name": "merge",
  "description": "Merge the winning agent's branch into base, archive losers, and clean up worktrees. Use when the user runs /hub:merge or asks to land the winning AgentHub result and tidy the session.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/agenthub/skills/merge/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/agenthub/skills/merge/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to runs /hub:merge or asks to land the winning AgentHub result and tidy the session.",
  "example_prompts": [
   "Can you help me runs /hub:merge or asks to land the winning AgentHub result?",
   "Walk me through merge step by step",
   "What's the best way to approach merge for my project?"
  ],
  "keywords": [
   "merge",
   "winning",
   "agent",
   "branch",
   "into",
   "base",
   "archive",
   "losers",
   "clean",
   "worktrees"
  ]
 },
 {
  "name": "run",
  "description": "One-shot lifecycle command that chains init → baseline → spawn → eval → merge in a single invocation. Use when the user runs /hub:run or asks to execute a full AgentHub competition end-to-end.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/agenthub/skills/run/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/agenthub/skills/run/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to runs /hub:run or asks to execute a full AgentHub competition end-to-end.",
  "example_prompts": [
   "Can you help me runs /hub:run or asks to execute a full AgentHub competition end-to-end?",
   "Walk me through run step by step",
   "What's the best way to approach run for my project?"
  ],
  "keywords": [
   "run",
   "one-shot",
   "lifecycle",
   "command",
   "chains",
   "init",
   "baseline",
   "spawn",
   "eval",
   "merge"
  ]
 },
 {
  "name": "spawn",
  "description": "Launch N parallel subagents in isolated git worktrees to compete on the session task. Use when the user runs /hub:spawn or asks to start the competing agents for an initialized AgentHub session.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/agenthub/skills/spawn/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/agenthub/skills/spawn/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to runs /hub:spawn or asks to start the competing agents for an initialized AgentHub session.",
  "example_prompts": [
   "Can you help me runs /hub:spawn or asks to start the competing agents for?",
   "Walk me through spawn step by step",
   "What's the best way to approach spawn for my project?"
  ],
  "keywords": [
   "spawn",
   "launch",
   "parallel",
   "subagents",
   "isolated",
   "git",
   "worktrees",
   "compete",
   "session",
   "task"
  ]
 },
 {
  "name": "ar-resume",
  "description": "Resume a paused experiment. Checkout the experiment branch, read results history, continue iterating. Use when the user runs /ar:ar-resume or asks to pick up a previously started autoresearch experiment.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/autoresearch-agent/skills/ar-resume/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/autoresearch-agent/skills/ar-resume/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to runs /ar:ar-resume or asks to pick up a previously started autoresearch experiment.",
  "example_prompts": [
   "Can you help me runs /ar:ar-resume or asks to pick up a previously started autoresearch?",
   "Walk me through ar resume step by step",
   "What's the best way to approach ar resume for my project?"
  ],
  "keywords": [
   "ar-resume",
   "resume",
   "paused",
   "experiment",
   "checkout",
   "branch",
   "read",
   "results",
   "history",
   "continue"
  ]
 },
 {
  "name": "ar-status",
  "description": "Show experiment dashboard with results, active loops, and progress. Use when the user runs /ar:ar-status or asks how an autoresearch experiment is going.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/autoresearch-agent/skills/ar-status/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/autoresearch-agent/skills/ar-status/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to runs /ar:ar-status or asks how an autoresearch experiment is going.",
  "example_prompts": [
   "Can you help me runs /ar:ar-status or asks how an autoresearch experiment is going?",
   "Walk me through ar status step by step",
   "What's the best way to approach ar status for my project?"
  ],
  "keywords": [
   "ar-status",
   "show",
   "experiment",
   "dashboard",
   "results",
   "active",
   "loops",
   "progress",
   "runs",
   "asks"
  ]
 },
 {
  "name": "autoresearch-agent",
  "description": "Autonomous experiment loop that optimizes any file by a measurable metric. Inspired by Karpathy's autoresearch. The agent edits a target file, runs a fixed evaluation, keeps improvements (git commit), discards failures (git reset), and loops indefinitely. Use when: user wants to optimize code speed, reduce bundle/image size, improve test pass rate, optimize prompts, improve content quality (headlines, copy, CTR), or run any measurable improvement loop. Requires: a target file, an evaluation command that outputs a metric, and a git repo.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/autoresearch-agent/skills/autoresearch-agent/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/autoresearch-agent/skills/autoresearch-agent/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when : user wants to optimize code speed, reduce bundle/image size, improve test pass rate, optimize prompts, improve content quality.",
  "example_prompts": [
   "I need help with : user wants to optimize code speed, reduce bundle/image size, improve",
   "Walk me through autoresearch agent step by step",
   "What's the best way to approach autoresearch agent for my project?"
  ],
  "keywords": [
   "autoresearch-agent",
   "autonomous",
   "experiment",
   "loop",
   "optimizes",
   "file",
   "measurable",
   "metric",
   "inspired",
   "karpathy"
  ]
 },
 {
  "name": "loop",
  "description": "Start an autonomous experiment loop with user-selected interval (10min, 1h, daily, weekly, monthly). Uses CronCreate for scheduling. Use when the user runs /ar:loop or asks to run an autoresearch experiment continuously on a schedule.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/autoresearch-agent/skills/loop/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/autoresearch-agent/skills/loop/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to runs /ar:loop or asks to run an autoresearch experiment continuously on a schedule.",
  "example_prompts": [
   "Can you help me runs /ar:loop or asks to run an autoresearch experiment continuously?",
   "Walk me through loop step by step",
   "What's the best way to approach loop for my project?"
  ],
  "keywords": [
   "loop",
   "start",
   "autonomous",
   "experiment",
   "user-selected",
   "interval",
   "min",
   "daily",
   "weekly",
   "monthly"
  ]
 },
 {
  "name": "setup",
  "description": "Set up a new autoresearch experiment interactively. Collects domain, target file, eval command, metric, direction, and evaluator. Use when the user runs /ar:setup or asks to start optimizing a file with the autoresearch loop.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/autoresearch-agent/skills/setup/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/autoresearch-agent/skills/setup/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to runs /ar:setup or asks to start optimizing a file with the autoresearch loop.",
  "example_prompts": [
   "Can you help me runs /ar:setup or asks to start optimizing a file with?",
   "Walk me through setup step by step",
   "What's the best way to approach setup for my project?"
  ],
  "keywords": [
   "setup",
   "set",
   "new",
   "autoresearch",
   "experiment",
   "interactively",
   "collects",
   "domain",
   "target",
   "file"
  ]
 },
 {
  "name": "behuman",
  "description": "Use when the user wants more human-like AI responses — less robotic, less listy, more authentic. Triggers: 'behuman', 'be real', 'like a human', 'more human', 'less AI', 'talk like a person', 'mirror mode', 'stop being so AI', or when conversations are emotionally charged (grief, job loss, relationship advice, fear). NOT for technical questions, code generation, or factual lookups.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/behuman/skills/behuman/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/behuman/skills/behuman/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to wants more human-like AI responses — less robotic, less listy, more authentic.",
  "example_prompts": [
   "be real",
   "like a human",
   "more human"
  ],
  "keywords": [
   "behuman",
   "wants",
   "more",
   "human-like",
   "responses",
   "less",
   "robotic",
   "listy",
   "authentic",
   "triggers"
  ]
 },
 {
  "name": "book-to-skill",
  "description": "Converts books, documentation folders, and source collections (PDF, EPUB, DOCX, HTML, Markdown, RST, AsciiDoc, RTF, MOBI/AZW) into structured agent skills — extracting named frameworks, principles, techniques, and anti-patterns into a master SKILL.md plus on-demand chapter files, a glossary, a patterns file, and a decision cheatsheet. Use when the user wants to study a document with an agent, apply an author's frameworks while working, turn internal docs or standards into a reusable knowledge base, or package a compiled book skill as a claude-skills plugin.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/book-to-skill/skills/book-to-skill/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/book-to-skill/skills/book-to-skill/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to study a document with an agent, apply an author's frameworks while working, turn internal docs.",
  "example_prompts": [
   "Can you help me study a document with an agent, apply an author's frameworks while?",
   "Walk me through book to skill step by step",
   "What's the best way to approach book to skill for my project?"
  ],
  "keywords": [
   "book-to-skill",
   "converts",
   "books",
   "documentation",
   "folders",
   "source",
   "collections",
   "pdf",
   "epub",
   "docx"
  ]
 },
 {
  "name": "boost-asio-pro",
  "description": "Use when writing or reviewing asynchronous C++ networking code with Boost.Asio or standalone Asio — TCP/UDP servers and clients, SSL/TLS, timers, strands, io_context, co_spawn, awaitable, async_read/async_write, asio::spawn, yield_context, or pre-C++20 completion-handler callbacks.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/boost-asio-pro/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/boost-asio-pro/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're writing or reviewing asynchronous C++ networking code with Boost.",
  "example_prompts": [
   "Help me with writing or reviewing asynchronous C++ networking code with Boost",
   "Walk me through boost asio pro step by step",
   "What's the best way to approach boost asio pro for my project?"
  ],
  "keywords": [
   "boost-asio-pro",
   "writing",
   "reviewing",
   "asynchronous",
   "c++",
   "networking",
   "code",
   "boost",
   "asio",
   "standalone"
  ]
 },
 {
  "name": "caveman",
  "description": "Ultra-compressed communication mode. Cuts token usage ~75% by dropping filler, articles, and pleasantries while keeping full technical accuracy. Use when user says \"caveman mode\", \"talk like caveman\", \"use caveman\", \"less tokens\", \"be brief\", or invokes /caveman.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/caveman/skills/caveman/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/caveman/skills/caveman/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you want to user says \"caveman mode\", \"talk like caveman\", \"use caveman\", \"less tokens\", \"be brief\", or invokes /caveman.",
  "example_prompts": [
   "caveman mode",
   "talk like caveman",
   "use caveman"
  ],
  "keywords": [
   "caveman",
   "ultra-compressed",
   "communication",
   "mode",
   "cuts",
   "token",
   "usage",
   "dropping",
   "filler",
   "articles"
  ]
 },
 {
  "name": "chaos-engineering",
  "description": "Use when planning, running, or learning from chaos engineering experiments. Triggers on \"chaos experiment\", \"fault injection\", \"gameday\", \"resilience test\", \"blast radius\", \"steady state\", \"abort criteria\", \"Chaos Toolkit\", \"Chaos Mesh\", \"Litmus\", \"Gremlin\", \"AWS FIS\", or any deliberate failure-injection question. Ships experiment designer, blast-radius calculator, and postmortem generator (all stdlib Python), 4 references on chaos principles + experiment design + attack taxonomy + tooling landscape, and a /chaos-experiment slash command. Composes with feature-flags-architect (kill switches as abort triggers) and kubernetes-operator (common chaos targets).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/chaos-engineering/skills/chaos-engineering/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/chaos-engineering/skills/chaos-engineering/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're planning, running, or learning from chaos engineering experiments.",
  "example_prompts": [
   "chaos experiment",
   "fault injection",
   "resilience test"
  ],
  "keywords": [
   "chaos-engineering",
   "planning",
   "running",
   "learning",
   "chaos",
   "engineering",
   "experiments",
   "triggers",
   "experiment",
   "fault"
  ]
 },
 {
  "name": "claude-coach",
  "description": "Personal coach that teaches users to become Claude power users. Use this skill the FIRST time a user asks to \"learn Claude\", \"be a power user\", \"coach me\", \"teach me Claude tricks\", \"what can Claude do\", \"make me better at prompting\", or any variation. After activation, also use it on EVERY subsequent turn to detect missed optimization opportunities (vague prompts, ignored capabilities, manual work Claude could automate) and surface a single power-user tip. Trigger generously — most users do not know what they do not know, so err on the side of coaching.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/claude-coach/skills/claude-coach/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/claude-coach/skills/claude-coach/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it for personal coach that teaches users to become Claude power users.",
  "example_prompts": [
   "learn Claude",
   "be a power user",
   "coach me"
  ],
  "keywords": [
   "claude-coach",
   "personal",
   "coach",
   "teaches",
   "users",
   "become",
   "claude",
   "power",
   "first",
   "time"
  ]
 },
 {
  "name": "code-tour",
  "description": "Use when the user asks to create a CodeTour .tour file — persona-targeted, step-by-step walkthroughs that link to real files and line numbers. Trigger for: create a tour, onboarding tour, architecture tour, PR review tour, explain how X works, vibe check, RCA tour, contributor guide, or any structured code walkthrough request.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/code-tour/skills/code-tour/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/code-tour/skills/code-tour/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to create a CodeTour.",
  "example_prompts": [
   "Can you help me create a CodeTour?",
   "Walk me through code tour step by step",
   "What's the best way to approach code tour for my project?"
  ],
  "keywords": [
   "code-tour",
   "asks",
   "create",
   "codetour",
   "tour",
   "file",
   "persona-targeted",
   "step-by-step",
   "walkthroughs",
   "link"
  ]
 },
 {
  "name": "collab-proof",
  "description": "Use when you want to understand what Claude contributed vs what you drove in a session. Triggers on: /collab-proof, session retrospective, ai contribution analysis, collaboration evidence, what did claude do.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/collab-proof/skills/collab-proof/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/collab-proof/skills/collab-proof/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to understand what Claude contributed vs what you drove in a session.",
  "example_prompts": [
   "Can you help me understand what Claude contributed vs what you drove in a session?",
   "Walk me through collab proof step by step",
   "What's the best way to approach collab proof for my project?"
  ],
  "keywords": [
   "collab-proof",
   "want",
   "understand",
   "what",
   "claude",
   "contributed",
   "drove",
   "session",
   "triggers",
   "retrospective"
  ]
 },
 {
  "name": "data-quality-auditor",
  "description": "Audit datasets for completeness, consistency, accuracy, and validity. Profile data distributions, detect anomalies and outliers, surface structural issues, and produce an actionable remediation plan. Use when the user asks to check data quality, profile a dataset, hunt outliers or missing values, or validate data before analysis or model training.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/data-quality-auditor/skills/data-quality-auditor/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/data-quality-auditor/skills/data-quality-auditor/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to check a dataset for missing values, errors, duplicates or outliers before using it.",
  "example_prompts": [
   "Can you help me check data quality, profile a dataset, hunt outliers or missing values?",
   "Walk me through data quality auditor step by step",
   "What's the best way to approach data quality auditor for my project?"
  ],
  "keywords": [
   "data-quality-auditor",
   "audit",
   "datasets",
   "completeness",
   "consistency",
   "accuracy",
   "validity",
   "profile",
   "data",
   "distributions"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "deep-learning-book",
  "description": "Study companion and working knowledge base for the Deep Learning textbook by Goodfellow, Bengio & Courville (MIT Press, 2016), read free at deeplearningbook.org. Indexes all 20 chapters, carries a 2016-to-2026 delta layer naming what the book got right, what was superseded (transformers, AdamW, diffusion, double descent) and what still holds, and ships four deterministic tools: a prerequisite-aware reading-path planner, a training-failure diagnostic, a capacity-and-regularization planner, and a parameter/FLOP/activation-memory calculator. Use when studying or teaching this book, planning a route through it, deciding whether a chapter's advice is still current, or translating its math into a training decision. It points at the official chapters — it never reproduces them.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/deep-learning-book/skills/deep-learning-book/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/deep-learning-book/skills/deep-learning-book/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're studying or teaching this book, planning a route through it, deciding whether a chapter's advice is still current.",
  "example_prompts": [
   "Help me with studying or teaching this book, planning a route through it, deciding",
   "Walk me through deep learning book step by step",
   "What's the best way to approach deep learning book for my project?"
  ],
  "keywords": [
   "deep-learning-book",
   "study",
   "companion",
   "working",
   "knowledge",
   "base",
   "deep",
   "learning",
   "textbook",
   "goodfellow"
  ]
 },
 {
  "name": "demo-video",
  "description": "Use when the user asks to create a demo video, product walkthrough, feature showcase, animated presentation, marketing video, or GIF from screenshots or scene descriptions. Orchestrates playwright, ffmpeg, and edge-tts MCPs to produce polished video content.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/demo-video/skills/demo-video/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/demo-video/skills/demo-video/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want a product demo video or walkthrough made from screenshots or scene descriptions.",
  "example_prompts": [
   "Can you help me create a demo video, product walkthrough, feature showcase, animated presentation, marketing?",
   "Walk me through demo video step by step",
   "What's the best way to approach demo video for my project?"
  ],
  "keywords": [
   "demo-video",
   "asks",
   "create",
   "demo",
   "video",
   "product",
   "walkthrough",
   "feature",
   "showcase",
   "animated"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "docker-development",
  "description": "Docker and container development agent skill and plugin for Dockerfile optimization, docker-compose orchestration, multi-stage builds, and container security hardening. Use when: user wants to optimize a Dockerfile, create or improve docker-compose configurations, implement multi-stage builds, audit container security, reduce image size, or follow container best practices. Covers build performance, layer caching, secret management, and production-ready container patterns.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/docker-development/skills/docker-development/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/docker-development/skills/docker-development/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when : user wants to optimize a Dockerfile, create or improve docker-compose configurations, implement multi-stage builds.",
  "example_prompts": [
   "I need help with : user wants to optimize a Dockerfile, create or improve docker-compose",
   "Walk me through docker development step by step",
   "What's the best way to approach docker development for my project?"
  ],
  "keywords": [
   "docker-development",
   "docker",
   "container",
   "development",
   "agent",
   "plugin",
   "dockerfile",
   "optimization",
   "docker-compose",
   "orchestration"
  ]
 },
 {
  "name": "feature-flags-architect",
  "description": "Use when adding, retiring, or auditing feature flags. Triggers on \"add a flag\", \"ship behind a flag\", \"rollout plan\", \"kill switch\", \"stale flags\", \"flag debt\", \"LaunchDarkly\", \"GrowthBook\", \"Statsig\", \"Unleash\", \"Flipt\", or any progressive-delivery question. Ships flag debt scanner, rollout planner, and kill-switch auditor (all stdlib Python), 4 references on flag taxonomy + provider trade-offs + rollout strategies + lifecycle, plus a /flag-cleanup slash command.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/feature-flags-architect/skills/feature-flags-architect/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/feature-flags-architect/skills/feature-flags-architect/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're adding, retiring, or auditing feature flags.",
  "example_prompts": [
   "add a flag",
   "ship behind a flag",
   "rollout plan"
  ],
  "keywords": [
   "feature-flags-architect",
   "adding",
   "retiring",
   "auditing",
   "feature",
   "flags",
   "triggers",
   "add",
   "flag",
   "ship"
  ]
 },
 {
  "name": "grill-me",
  "description": "Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions \"grill me\".",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/grill-me/skills/grill-me/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/grill-me/skills/grill-me/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to stress-test a plan, get grilled on their design, or mentions \"grill me\".",
  "example_prompts": [
   "Can you help me stress-test a plan, get grilled on their design, or mentions \"grill?",
   "Walk me through grill me step by step",
   "What's the best way to approach grill me for my project?"
  ],
  "keywords": [
   "grill-me",
   "interview",
   "relentlessly",
   "about",
   "plan",
   "design",
   "until",
   "reaching",
   "shared",
   "understanding"
  ]
 },
 {
  "name": "grill-with-docs",
  "description": "Docs-anchored grilling session — challenges a plan against the project's existing language (CONTEXT.md) and recorded decisions (docs/adr/), and updates those files inline as terminology and decisions crystallise. Use when user wants to stress-test a plan against documented domain language, or mentions \"grill with docs\".",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/grill-with-docs/skills/grill-with-docs/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/grill-with-docs/skills/grill-with-docs/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to stress-test a plan against documented domain language, or mentions \"grill with docs\".",
  "example_prompts": [
   "Can you help me stress-test a plan against documented domain language, or mentions \"grill?",
   "Walk me through grill with docs step by step",
   "What's the best way to approach grill with docs for my project?"
  ],
  "keywords": [
   "grill-with-docs",
   "docs-anchored",
   "grilling",
   "session",
   "challenges",
   "plan",
   "against",
   "project",
   "existing",
   "language"
  ]
 },
 {
  "name": "handoff",
  "description": "Compact the current conversation into a handoff document for another agent to pick up. References existing artifacts (PRDs, plans, ADRs, issues, commits, diffs) by path or URL instead of duplicating them. Use when user wants to hand off the conversation to a fresh agent or starts a new session that picks up prior work.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/handoff/skills/handoff/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/handoff/skills/handoff/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to hand off the conversation to a fresh agent or starts a new session that picks up prior work.",
  "example_prompts": [
   "Can you help me hand off the conversation to a fresh agent or starts?",
   "Walk me through handoff step by step",
   "What's the best way to approach handoff for my project?"
  ],
  "keywords": [
   "handoff",
   "compact",
   "current",
   "conversation",
   "into",
   "document",
   "another",
   "agent",
   "pick",
   "references"
  ]
 },
 {
  "name": "helm-chart-builder",
  "description": "Helm chart development agent skill and plugin for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw — chart scaffolding, values design, template patterns, dependency management, security hardening, and chart testing. Use when: user wants to create or improve Helm charts, design values.yaml files, implement template helpers, audit chart security (RBAC, network policies, pod security), manage subcharts, or run helm lint/test.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/helm-chart-builder/skills/helm-chart-builder/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/helm-chart-builder/skills/helm-chart-builder/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when : user wants to create or improve Helm charts, design values.",
  "example_prompts": [
   "I need help with : user wants to create or improve Helm charts, design values",
   "Walk me through helm chart builder step by step",
   "What's the best way to approach helm chart builder for my project?"
  ],
  "keywords": [
   "helm-chart-builder",
   "helm",
   "chart",
   "development",
   "agent",
   "plugin",
   "claude",
   "code",
   "codex",
   "gemini"
  ]
 },
 {
  "name": "hivemind",
  "description": "Orchestrate free opencode workers from Claude Code to cut token costs. Use when delegating grunt work to a single worker or a parallel swarm (scout/coder/tester) with worktree isolation, benchmarking against opencode, or when the user says \"spawn a worker\", \"swarm\", \"delegate to opencode\", or \"/oc\".",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/hivemind/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/hivemind/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you're delegating grunt work to a single worker or a parallel swarm with worktree isolation, benchmarking against opencode.",
  "example_prompts": [
   "spawn a worker",
   "delegate to opencode"
  ],
  "keywords": [
   "hivemind",
   "orchestrate",
   "free",
   "opencode",
   "workers",
   "claude",
   "code",
   "cut",
   "token",
   "costs"
  ]
 },
 {
  "name": "human-gate",
  "description": "Runs the human-verification lane of an agent loop, and proves review happened before work is called done. Builds a single-file HTML review page, collects batched feedback as a structured artifact instead of chat prose, and runs a gate that refuses to close while a BLOCKER is open, the reviewer is unnamed, or nobody has reviewed at all. Use when a plan, spec, RFC, report, landing page, migration, or any irreversible action needs human sign-off before shipping, or on requests such as 'get sign-off', 'have someone check this', 'hold until reviewed', 'needs approval first'. NOT for making AI text sound human (use content-humanizer or behuman). NOT for reviewing code diffs (use md-review or code-reviewer).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/human-gate/skills/human-gate/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/human-gate/skills/human-gate/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when a plan, spec, RFC, report, landing page, migration, or any irreversible action needs human sign-off before shipping.",
  "example_prompts": [
   "get sign-off",
   "have someone check this",
   "hold until reviewed"
  ],
  "keywords": [
   "human-gate",
   "runs",
   "human-verification",
   "lane",
   "agent",
   "loop",
   "proves",
   "review",
   "happened",
   "before"
  ]
 },
 {
  "name": "karpathy-coder",
  "description": "Use when writing, reviewing, or committing code to enforce Karpathy's 4 coding principles — surface assumptions before coding, keep it simple, make surgical changes, define verifiable goals. Triggers on \"review my diff\", \"check complexity\", \"am I overcomplicating this\", \"karpathy check\", \"before I commit\", or any code quality concern where the LLM might be overcoding.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/karpathy-coder/skills/karpathy-coder/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/karpathy-coder/skills/karpathy-coder/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you're writing, reviewing, or committing code to enforce Karpathy's 4 coding principles — surface assumptions before coding.",
  "example_prompts": [
   "review my diff",
   "check complexity",
   "am I overcomplicating this"
  ],
  "keywords": [
   "karpathy-coder",
   "writing",
   "reviewing",
   "committing",
   "code",
   "enforce",
   "karpathy",
   "coding",
   "principles",
   "surface"
  ]
 },
 {
  "name": "kubernetes-operator",
  "description": "Use when building a Kubernetes Operator — custom controllers that reconcile CRD state. Triggers on \"build an operator\", \"CRD design\", \"reconcile loop\", \"controller-runtime\", \"kubebuilder\", \"operator-sdk\", \"metacontroller\", \"KOPF\", \"operator capability levels\", or \"custom resource\". Ships CRD validator, reconcile-loop linter, and OperatorHub capability auditor (all stdlib Python), 4 references on the operator pattern + CRD design + reconcile patterns + tooling landscape, and a /operator-audit slash command. NOT a generic k8s skill — specifically the Operator pattern.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/kubernetes-operator/skills/kubernetes-operator/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/kubernetes-operator/skills/kubernetes-operator/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're building a Kubernetes Operator — custom controllers that reconcile CRD state.",
  "example_prompts": [
   "build an operator",
   "CRD design",
   "reconcile loop"
  ],
  "keywords": [
   "kubernetes-operator",
   "building",
   "kubernetes",
   "operator",
   "custom",
   "controllers",
   "reconcile",
   "crd",
   "state",
   "triggers"
  ]
 },
 {
  "name": "llm-cost-optimizer",
  "description": "Use proactively whenever LLM API costs come up -- or should. Triggers include: 'my AI costs are too high', 'optimize token usage', 'which model should I use', 'LLM spend is out of control', 'implement prompt caching', 'we're about to launch an AI feature', 'build me an AI endpoint'. Don't wait for an explicit cost complaint -- if someone is building an AI feature, designing an LLM endpoint, or choosing between models, cost architecture belongs in the conversation. Apply immediately when any of these are true: a system prompt appears that exceeds a few hundred tokens, all requests are hitting the same model, max_tokens is not set, or no per-feature cost logging exists. NOT for RAG pipeline design (use rag-architect). NOT for improving prompt quality or effectiveness (use senior-prompt-engineer).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/llm-cost-optimizer/skills/llm-cost-optimizer/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/llm-cost-optimizer/skills/llm-cost-optimizer/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to use proactively whenever LLM API costs come up -- or should.",
  "example_prompts": [
   "my AI costs are too high",
   "optimize token usage",
   "which model should I use"
  ],
  "keywords": [
   "llm-cost-optimizer",
   "proactively",
   "whenever",
   "llm",
   "api",
   "costs",
   "come",
   "should",
   "triggers",
   "include"
  ]
 },
 {
  "name": "llm-wiki",
  "description": "Use when building or maintaining a persistent personal knowledge base (second brain) in Obsidian where an LLM incrementally ingests sources, updates entity/concept pages, maintains cross-references, and keeps a synthesis current. Triggers include \"second brain\", \"Obsidian wiki\", \"personal knowledge management\", \"ingest this paper/article/book\", \"build a research wiki\", \"compound knowledge\", \"Memex\", or whenever the user wants knowledge to accumulate across sessions instead of being re-derived by RAG on every query.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/llm-wiki/skills/llm-wiki/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/llm-wiki/skills/llm-wiki/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're building or maintaining a persistent personal knowledge base in Obsidian where an LLM incrementally ingests sources.",
  "example_prompts": [
   "second brain",
   "Obsidian wiki",
   "personal knowledge management"
  ],
  "keywords": [
   "llm-wiki",
   "building",
   "maintaining",
   "persistent",
   "personal",
   "knowledge",
   "base",
   "second",
   "brain",
   "obsidian"
  ]
 },
 {
  "name": "memory-engineering",
  "description": "Use when designing, reviewing, or paying for an agent memory system — adding memory to an agent, choosing between long-context / RAG / graph / agentic memory, auditing what a CLAUDE.md or memory directory actually holds, deciding what to keep and what to expire, or when a memory store keeps growing and nobody has said what leaves it. Prices the write path, picks which cost to pay, classifies records as facts / skills / logs, and refuses a design that has no forgetting policy.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/memory-engineering/skills/memory-engineering/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/memory-engineering/skills/memory-engineering/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're designing, reviewing, or paying for an agent memory system — adding memory to an agent.",
  "example_prompts": [
   "Help me with designing, reviewing, or paying for an agent memory system — adding",
   "Walk me through memory engineering step by step",
   "What's the best way to approach memory engineering for my project?"
  ],
  "keywords": [
   "memory-engineering",
   "designing",
   "reviewing",
   "paying",
   "agent",
   "memory",
   "system",
   "adding",
   "choosing",
   "between"
  ]
 },
 {
  "name": "minimalist",
  "description": "Use when the user asks to write code efficiently, avoid over-engineering, reduce dependencies, or prevent unnecessary abstractions. Enforces a strict efficiency ladder: YAGNI, reuse, stdlib, native platform, existing deps — before writing any new code.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/minimalist/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/minimalist/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you want to write code efficiently, avoid over-engineering, reduce dependencies, or prevent unnecessary abstractions.",
  "example_prompts": [
   "Can you help me write code efficiently, avoid over-engineering, reduce dependencies, or prevent unnecessary abstractions?",
   "Walk me through minimalist step by step",
   "What's the best way to approach minimalist for my project?"
  ],
  "keywords": [
   "minimalist",
   "asks",
   "write",
   "code",
   "efficiently",
   "avoid",
   "over-engineering",
   "reduce",
   "dependencies",
   "prevent"
  ]
 },
 {
  "name": "prompt-governance",
  "description": "Use when managing prompts in production at scale: versioning prompts, running A/B tests on prompts, building prompt registries, preventing prompt regressions, or creating eval pipelines for production AI features. Triggers: 'manage prompts in production', 'prompt versioning', 'prompt regression', 'prompt A/B test', 'prompt registry', 'eval pipeline'. NOT for writing or improving individual prompts (use senior-prompt-engineer). NOT for RAG pipeline design (use rag-architect). NOT for LLM cost reduction (use llm-cost-optimizer).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/prompt-governance/skills/prompt-governance/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/prompt-governance/skills/prompt-governance/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're managing prompts in production at scale: versioning prompts, running A/B tests on prompts, building prompt registries.",
  "example_prompts": [
   "manage prompts in production",
   "prompt versioning",
   "prompt regression"
  ],
  "keywords": [
   "prompt-governance",
   "managing",
   "prompts",
   "production",
   "scale",
   "versioning",
   "running",
   "tests",
   "building",
   "prompt"
  ]
 },
 {
  "name": "security-guidance",
  "description": "PreToolUse security-anti-pattern hook for Claude Code. Catches 12 common security risks (command injection, XSS, SQL injection, unsafe deserialization, GitHub Actions workflow injection, eval/new Function code injection) BEFORE the Edit/Write/MultiEdit operation completes. Session-state caching prevents duplicate warnings on the same file+rule combo. Stdlib only — no dependencies. Use when you want a safety net during Claude Code sessions that touch security-sensitive code (auth, payments, user input handling, IaC). Disable with ENABLE_SECURITY_REMINDER=0 if you need to perform a verified-safe operation that would otherwise trip a pattern. Triggers — \"add security hook\", \"block unsafe code\", \"detect command injection before write\", \"prevent SQL injection patterns\", \"security warning hook\".",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/security-guidance/skills/security-guidance/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/security-guidance/skills/security-guidance/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to want a safety net during Claude Code sessions that touch security-sensitive code.",
  "example_prompts": [
   "add security hook",
   "block unsafe code",
   "detect command injection before write"
  ],
  "keywords": [
   "security-guidance",
   "pretooluse",
   "security-anti-pattern",
   "hook",
   "claude",
   "code",
   "catches",
   "common",
   "security",
   "risks"
  ]
 },
 {
  "name": "skill-doctor",
  "description": "Use when the user wants their agent setup graded from real conversation history, asks which installed skills are actually working, or wants evidence-backed skill edits — scores recent local Claude Code / Codex sessions against efficiency and code-quality rubrics, then drafts skill changes gated by a deterministic aggregator and renders one local shareable report.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skill-doctor/skills/skill-doctor/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skill-doctor/skills/skill-doctor/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you want to wants their agent setup graded from real conversation history, asks which installed skills are actually working.",
  "example_prompts": [
   "Can you help me wants their agent setup graded from real conversation history, asks which?",
   "Walk me through skill doctor step by step",
   "What's the best way to approach skill doctor for my project?"
  ],
  "keywords": [
   "skill-doctor",
   "wants",
   "their",
   "agent",
   "setup",
   "graded",
   "real",
   "conversation",
   "history",
   "asks"
  ]
 },
 {
  "name": "skillopt-sleep",
  "description": "Use when the user wants their Claude agent to self-improve from past usage, asks about a nightly/offline 'sleep' or 'dream' cycle, memory/skill consolidation, or says things like 'make my agent better the more I use it', 'review my past sessions', 'learn my preferences', 'consolidate what you learned', 'run the sleep cycle', or wants to schedule offline self-optimization. Drives the skillopt_sleep engine: harvest past sessions -> mine recurring tasks -> replay offline -> consolidate validated CLAUDE.md and SKILL.md behind a held-out gate.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skillopt-sleep/skills/skillopt-sleep/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skillopt-sleep/skills/skillopt-sleep/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to wants their Claude agent to self-improve from past usage, asks about a nightly/offline 'sleep' or 'dream' cycle.",
  "example_prompts": [
   " cycle, memory/skill consolidation, or says things like ",
   "review my past sessions",
   "learn my preferences"
  ],
  "keywords": [
   "skillopt-sleep",
   "wants",
   "their",
   "claude",
   "agent",
   "self-improve",
   "past",
   "usage",
   "asks",
   "about"
  ]
 },
 {
  "name": "agent-designer",
  "description": "Use when the user asks to design a multi-agent system, pick an orchestration pattern (supervisor/swarm/pipeline), generate tool schemas for agents, or evaluate agent execution logs for cost, latency, and failure bottlenecks. Examples: 'design an agent architecture for research automation', 'generate Anthropic tool schemas from these tool descriptions', 'analyze these agent run logs for bottlenecks'. NOT for Claude Code workflow files (use workflow-builder) or single-agent prompt design (use agent-workflow-designer).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/agent-designer/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/agent-designer/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to design a multi-agent system, pick an orchestration pattern , generate tool schemas for agents.",
  "example_prompts": [
   "design an agent architecture for research automation",
   "generate Anthropic tool schemas from these tool descriptions",
   "analyze these agent run logs for bottlenecks"
  ],
  "keywords": [
   "agent-designer",
   "asks",
   "design",
   "multi-agent",
   "system",
   "pick",
   "orchestration",
   "pattern",
   "supervisor",
   "swarm"
  ]
 },
 {
  "name": "agent-workflow-designer",
  "description": "Design production-grade multi-agent workflows with clear pattern choice (sequential, parallel, hierarchical), handoff contracts, failure handling, and cost/context controls. Use when architecting a multi-step agent pipeline, choosing between single-agent vs multi-agent approaches, or refactoring an LLM workflow that suffers from context bloat or unreliable handoffs.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/agent-workflow-designer/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/agent-workflow-designer/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're architecting a multi-step agent pipeline, choosing between single-agent vs multi-agent approaches.",
  "example_prompts": [
   "Help me with architecting a multi-step agent pipeline, choosing between single-agent vs multi-agent approaches",
   "Walk me through agent workflow designer step by step",
   "What's the best way to approach agent workflow designer for my project?"
  ],
  "keywords": [
   "agent-workflow-designer",
   "design",
   "production-grade",
   "multi-agent",
   "workflows",
   "clear",
   "pattern",
   "choice",
   "sequential",
   "parallel"
  ]
 },
 {
  "name": "api-design-reviewer",
  "description": "Comprehensive REST API design review with automated linting, breaking-change detection, and design scorecards. Catches inconsistent conventions, missing versioning, and design smells before APIs ship. Use when reviewing a PR that adds or changes API endpoints, auditing an existing API for v2 migration, or establishing API standards for a team.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/api-design-reviewer/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/api-design-reviewer/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're reviewing a PR that adds or changes API endpoints, auditing an existing API for v2 migration.",
  "example_prompts": [
   "Help me with reviewing a PR that adds or changes API endpoints, auditing",
   "Walk me through api design reviewer step by step",
   "What's the best way to approach api design reviewer for my project?"
  ],
  "keywords": [
   "api-design-reviewer",
   "comprehensive",
   "rest",
   "api",
   "design",
   "review",
   "automated",
   "linting",
   "breaking-change",
   "detection"
  ]
 },
 {
  "name": "api-test-suite-builder",
  "description": "Use when the user asks to generate API tests, create integration test suites, test REST endpoints, or build contract tests.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/api-test-suite-builder/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/api-test-suite-builder/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to generate API tests, create integration test suites, test REST endpoints, or build contract tests.",
  "example_prompts": [
   "Can you help me generate API tests, create integration test suites, test REST endpoints?",
   "Walk me through api test suite builder step by step",
   "What's the best way to approach api test suite builder for my project?"
  ],
  "keywords": [
   "api-test-suite-builder",
   "asks",
   "generate",
   "api",
   "tests",
   "create",
   "integration",
   "test",
   "suites",
   "rest"
  ]
 },
 {
  "name": "browser-automation",
  "description": "Use when the user asks to automate browser tasks, scrape websites, fill forms, capture screenshots, extract structured data from web pages, or build web automation workflows. NOT for testing — use playwright-pro for that.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/browser-automation/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/browser-automation/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to automate browser tasks like scraping a site, filling in forms or taking screenshots.",
  "example_prompts": [
   "Can you help me automate browser tasks, scrape websites, fill forms, capture screenshots, extract structured?",
   "Walk me through browser automation step by step",
   "What's the best way to approach browser automation for my project?"
  ],
  "keywords": [
   "browser-automation",
   "asks",
   "automate",
   "browser",
   "tasks",
   "scrape",
   "websites",
   "fill",
   "forms",
   "capture"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "changelog-generator",
  "description": "Produce consistent, auditable release notes from Conventional Commits. Separates commit parsing, semantic-bump logic, and changelog rendering for automated releases with editorial control. Use when cutting a release, generating CHANGELOG.md from git history, computing the next semantic version from commits, automating release notes in CI, or planning a hotfix/rollback. Examples: 'generate the changelog for v1.4.0', 'what version bump do these commits require', 'we need an emergency hotfix process'.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/changelog-generator/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/changelog-generator/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you're cutting a release, generating CHANGELOG.",
  "example_prompts": [
   "generate the changelog for v1.4.0",
   "what version bump do these commits require",
   "we need an emergency hotfix process"
  ],
  "keywords": [
   "changelog-generator",
   "produce",
   "consistent",
   "auditable",
   "release",
   "notes",
   "conventional",
   "commits",
   "separates",
   "commit"
  ]
 },
 {
  "name": "ci-cd-pipeline-builder",
  "description": "Generate pragmatic CI/CD pipelines from detected project stack signals — fast baseline generation, repeatable checks, environment-aware deployment stages. Use when setting up CI for a new project, refactoring existing pipelines, or standardizing deployment workflows across multiple repos.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/ci-cd-pipeline-builder/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/ci-cd-pipeline-builder/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you're setting up CI for a new project, refactoring existing pipelines, or standardizing deployment workflows across multiple repos.",
  "example_prompts": [
   "Help me with setting up CI for a new project, refactoring existing pipelines",
   "Walk me through ci cd pipeline builder step by step",
   "What's the best way to approach ci cd pipeline builder for my project?"
  ],
  "keywords": [
   "ci-cd-pipeline-builder",
   "generate",
   "pragmatic",
   "pipelines",
   "detected",
   "project",
   "stack",
   "signals",
   "fast",
   "baseline"
  ]
 },
 {
  "name": "codebase-onboarding",
  "description": "Analyze a codebase and generate onboarding documentation for engineers, tech leads, and contractors. Fast fact-gathering and repeatable onboarding outputs. Use when onboarding a new engineer, writing architecture-overview docs for a new project, or producing tech-lead briefings for unfamiliar repos.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/codebase-onboarding/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/codebase-onboarding/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you're onboarding a new engineer, writing architecture-overview docs for a new project.",
  "example_prompts": [
   "Help me with onboarding a new engineer, writing architecture-overview docs for a new project",
   "Walk me through codebase onboarding step by step",
   "What's the best way to approach codebase onboarding for my project?"
  ],
  "keywords": [
   "codebase-onboarding",
   "analyze",
   "codebase",
   "generate",
   "onboarding",
   "documentation",
   "engineers",
   "tech",
   "leads",
   "contractors"
  ]
 },
 {
  "name": "database-designer",
  "description": "Use when the user asks to design database schemas, plan data migrations, optimize queries, choose between SQL and NoSQL, or model data relationships.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/database-designer/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/database-designer/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to design database schemas, plan data migrations, optimize queries, choose between SQL and NoSQL, or model data relationships.",
  "example_prompts": [
   "Can you help me design database schemas, plan data migrations, optimize queries, choose between SQL?",
   "Walk me through database designer step by step",
   "What's the best way to approach database designer for my project?"
  ],
  "keywords": [
   "database-designer",
   "asks",
   "design",
   "database",
   "schemas",
   "plan",
   "data",
   "migrations",
   "optimize",
   "queries"
  ]
 },
 {
  "name": "database-schema-designer",
  "description": "Use when the user asks to create ERD diagrams, normalize database schemas, design table relationships, or plan schema migrations.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/database-schema-designer/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/database-schema-designer/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to create ERD diagrams, normalize database schemas, design table relationships, or plan schema migrations.",
  "example_prompts": [
   "Can you help me create ERD diagrams, normalize database schemas, design table relationships, or plan?",
   "Walk me through database schema designer step by step",
   "What's the best way to approach database schema designer for my project?"
  ],
  "keywords": [
   "database-schema-designer",
   "asks",
   "create",
   "erd",
   "diagrams",
   "normalize",
   "database",
   "schemas",
   "design",
   "table"
  ]
 },
 {
  "name": "dependency-auditor",
  "description": "Audit and manage dependencies across multi-language projects. Identifies vulnerabilities, license conflicts, transitive dependency risks, and safe-upgrade paths. Use when auditing third-party packages before release, investigating a CVE, planning a major version bump, or running a license-compliance review. Examples: 'audit our npm dependencies', 'do we have GPL contamination', 'plan the upgrade to React 19'.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/dependency-auditor/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/dependency-auditor/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to check your project's dependencies for vulnerabilities, license issues or safe upgrades.",
  "example_prompts": [
   "audit our npm dependencies",
   "do we have GPL contamination",
   "plan the upgrade to React 19"
  ],
  "keywords": [
   "dependency-auditor",
   "audit",
   "manage",
   "dependencies",
   "across",
   "multi-language",
   "projects",
   "identifies",
   "vulnerabilities",
   "license"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "engineering-advanced-skills",
  "description": "Index of 37 advanced engineering agent skills for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. Use when browsing or choosing among the POWERFUL-tier engineering skills: agent design, RAG, MCP servers, CI/CD, database design, observability, security auditing, changelog/release automation, reliability (SLO/chaos/flags/operators), platform ops.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/engineering-advanced-skills/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/engineering-advanced-skills/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're browsing or choosing among the POWERFUL-tier engineering skills: agent design, RAG, MCP servers, CI/CD, database design.",
  "example_prompts": [
   "Help me with browsing or choosing among the POWERFUL-tier engineering skills: agent design, RAG",
   "Walk me through engineering advanced skills step by step",
   "What's the best way to approach engineering advanced skills for my project?"
  ],
  "keywords": [
   "engineering-advanced-skills",
   "index",
   "advanced",
   "engineering",
   "agent",
   "skills",
   "claude",
   "code",
   "codex",
   "gemini"
  ]
 },
 {
  "name": "env-secrets-manager",
  "description": "Manage environment-variable hygiene and secrets safety across local development and production. Practical auditing, drift awareness, rotation readiness. Use when auditing .env files for committed secrets, planning a credential rotation, debugging missing-env-var production incidents, or hardening a new project against secrets leakage.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/env-secrets-manager/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/env-secrets-manager/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to manage environment-variable hygiene and secrets safety across local development and production.",
  "example_prompts": [
   "Can you help me manage environment-variable hygiene and secrets safety across local development and production?",
   "Walk me through env secrets manager step by step",
   "What's the best way to approach env secrets manager for my project?"
  ],
  "keywords": [
   "env-secrets-manager",
   "manage",
   "environment-variable",
   "hygiene",
   "secrets",
   "safety",
   "across",
   "local",
   "development",
   "production"
  ]
 },
 {
  "name": "focused-fix",
  "description": "Use when the user asks to fix, debug, or make a specific feature/module/area work end-to-end. Triggers: 'make X work', 'fix the Y feature', 'the Z module is broken', 'focus on [area]'. Not for quick single-bug fixes — this is for systematic deep-dive repair across all files and dependencies.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/focused-fix/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/focused-fix/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when a specific feature or part of your code is broken and you want it fixed end to end.",
  "example_prompts": [
   "make X work",
   "fix the Y feature",
   "the Z module is broken"
  ],
  "keywords": [
   "focused-fix",
   "asks",
   "fix",
   "debug",
   "make",
   "specific",
   "feature",
   "module",
   "area",
   "work"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "full-page-screenshot",
  "description": "Use when the user asks to capture a full-page screenshot, long screenshot, or complete page capture of a web page. Handles SPA scroll containers, lazy-loaded images, and very tall pages via Chrome DevTools Protocol with zero external dependencies.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/full-page-screenshot/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/full-page-screenshot/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to capture a full-page screenshot, long screenshot, or complete page capture of a web page.",
  "example_prompts": [
   "Can you help me capture a full-page screenshot, long screenshot, or complete page capture?",
   "Walk me through full page screenshot step by step",
   "What's the best way to approach full page screenshot for my project?"
  ],
  "keywords": [
   "full-page-screenshot",
   "asks",
   "capture",
   "full-page",
   "screenshot",
   "long",
   "complete",
   "page",
   "web",
   "handles"
  ]
 },
 {
  "name": "git-worktree-manager",
  "description": "Run parallel feature work safely with Git worktrees. Standardizes branch isolation, port allocation, environment sync, and cleanup so each worktree behaves like an independent local app. Optimized for multi-agent workflows where each agent or terminal session owns one worktree. Use when running multiple feature branches simultaneously, isolating experimental work, or coordinating multi-agent development across the same repo.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/git-worktree-manager/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/git-worktree-manager/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you're running multiple feature branches simultaneously, isolating experimental work.",
  "example_prompts": [
   "Help me with running multiple feature branches simultaneously, isolating experimental work",
   "Walk me through git worktree manager step by step",
   "What's the best way to approach git worktree manager for my project?"
  ],
  "keywords": [
   "git-worktree-manager",
   "run",
   "parallel",
   "feature",
   "work",
   "safely",
   "git",
   "worktrees",
   "standardizes",
   "branch"
  ]
 },
 {
  "name": "interview-system-designer",
  "description": "This skill should be used when the user asks to \"design interview processes\", \"create hiring pipelines\", \"calibrate interview loops\", \"generate interview questions\", \"design competency matrices\", \"analyze interviewer bias\", \"create scoring rubrics\", \"build question banks\", or \"optimize hiring systems\". Use for designing role-specific interview loops, competency assessments, and hiring calibration systems.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/interview-system-designer/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/interview-system-designer/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're designing role-specific interview loops, competency assessments, and hiring calibration systems.",
  "example_prompts": [
   "design interview processes",
   "create hiring pipelines",
   "calibrate interview loops"
  ],
  "keywords": [
   "interview-system-designer",
   "should",
   "used",
   "asks",
   "design",
   "interview",
   "processes",
   "create",
   "hiring",
   "pipelines"
  ]
 },
 {
  "name": "mcp-server-builder",
  "description": "Design and ship production-ready MCP (Model Context Protocol) servers from OpenAPI contracts instead of hand-written tool wrappers. Python and TypeScript support, schema validation, safe evolution. Use when exposing an existing API as an MCP server, building tool integrations for Claude or Codex or Cursor, or scaffolding an MCP project from scratch.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/mcp-server-builder/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/mcp-server-builder/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to turn an existing API into a production-ready MCP server.",
  "example_prompts": [
   "Help me with exposing an existing API as an MCP server, building tool integrations",
   "Walk me through mcp server builder step by step",
   "What's the best way to approach mcp server builder for my project?"
  ],
  "keywords": [
   "mcp-server-builder",
   "design",
   "ship",
   "production-ready",
   "mcp",
   "model",
   "context",
   "protocol",
   "servers",
   "openapi"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "migration-architect",
  "description": "Zero-downtime migration planning, compatibility validation, and rollback strategy generation. Tools for system, database, and infrastructure migrations with minimal business impact. Use when planning a database migration, infrastructure cutover, system replacement, or any high-risk transition that needs explicit rollback paths.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/migration-architect/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/migration-architect/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you're planning a database migration, infrastructure cutover, system replacement.",
  "example_prompts": [
   "Help me with planning a database migration, infrastructure cutover, system replacement",
   "Walk me through migration architect step by step",
   "What's the best way to approach migration architect for my project?"
  ],
  "keywords": [
   "migration-architect",
   "zero-downtime",
   "migration",
   "planning",
   "compatibility",
   "validation",
   "rollback",
   "strategy",
   "generation",
   "tools"
  ]
 },
 {
  "name": "monorepo-navigator",
  "description": "Navigate, manage, and optimize monorepos. Covers Turborepo, Nx, pnpm workspaces, and Lerna. Cross-package impact analysis, selective builds/tests on affected packages, remote caching, dependency graph visualization, and structured multi-repo to monorepo migrations. Use when setting up a new monorepo, optimizing CI for a large workspace, debugging cross-package dependency issues, or planning a multi-repo consolidation.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/monorepo-navigator/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/monorepo-navigator/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're setting up a new monorepo, optimizing CI for a large workspace, debugging cross-package dependency issues.",
  "example_prompts": [
   "Help me with setting up a new monorepo, optimizing CI for a large workspace",
   "Walk me through monorepo navigator step by step",
   "What's the best way to approach monorepo navigator for my project?"
  ],
  "keywords": [
   "monorepo-navigator",
   "navigate",
   "manage",
   "optimize",
   "monorepos",
   "covers",
   "turborepo",
   "pnpm",
   "workspaces",
   "lerna"
  ]
 },
 {
  "name": "observability-designer",
  "description": "Design production-ready observability strategies combining metrics, logs, and traces. Includes SLI/SLO design, golden-signals monitoring, alert optimization. Use when adding observability to a new service, refactoring alerting that is too noisy, or designing an SLO program before scaling production load.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/observability-designer/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/observability-designer/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're adding observability to a new service, refactoring alerting that is too noisy.",
  "example_prompts": [
   "Help me with adding observability to a new service, refactoring alerting that is too",
   "Walk me through observability designer step by step",
   "What's the best way to approach observability designer for my project?"
  ],
  "keywords": [
   "observability-designer",
   "design",
   "production-ready",
   "observability",
   "strategies",
   "combining",
   "metrics",
   "logs",
   "traces",
   "includes"
  ]
 },
 {
  "name": "performance-profiler",
  "description": "Systematic performance profiling for Node.js, Python, and Go applications. Identifies CPU, memory, and I/O bottlenecks, generates flamegraphs, analyzes bundle sizes, optimizes database queries, runs load tests with k6 and Artillery. Always measures before and after. Use when investigating a slow endpoint, planning a performance budget, or hunting a memory leak in production.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/performance-profiler/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/performance-profiler/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're investigating a slow endpoint, planning a performance budget, or hunting a memory leak in production.",
  "example_prompts": [
   "Help me with investigating a slow endpoint, planning a performance budget, or hunting",
   "Walk me through performance profiler step by step",
   "What's the best way to approach performance profiler for my project?"
  ],
  "keywords": [
   "performance-profiler",
   "systematic",
   "performance",
   "profiling",
   "node",
   "python",
   "applications",
   "identifies",
   "cpu",
   "memory"
  ]
 },
 {
  "name": "pr-review-expert",
  "description": "Use when the user asks to review pull requests, analyze code changes, check for security issues in PRs, or assess code quality of diffs.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/pr-review-expert/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/pr-review-expert/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want a pull request reviewed for bugs, security issues and code quality.",
  "example_prompts": [
   "Can you help me review pull requests, analyze code changes, check for security issues in?",
   "Walk me through pr review expert step by step",
   "What's the best way to approach pr review expert for my project?"
  ],
  "keywords": [
   "pr-review-expert",
   "asks",
   "review",
   "pull",
   "requests",
   "analyze",
   "code",
   "changes",
   "check",
   "security"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "rag-architect",
  "description": "Use when the user asks to design a RAG pipeline, choose a chunking strategy or embedding model, pick a vector database, or evaluate retrieval quality (precision@k, recall@k, NDCG). Examples: 'design a RAG system for our docs', 'what chunk size should I use for this corpus', 'evaluate my retriever against ground truth'. NOT for general LLM cost tuning (use llm-cost-optimizer) or agent loops over retrieval (use agenthub).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/rag-architect/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/rag-architect/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to design a RAG pipeline, choose a chunking strategy or embedding model, pick a vector database, or evaluate retrieval quality.",
  "example_prompts": [
   "design a RAG system for our docs",
   "what chunk size should I use for this corpus",
   "evaluate my retriever against ground truth"
  ],
  "keywords": [
   "rag-architect",
   "asks",
   "design",
   "rag",
   "pipeline",
   "choose",
   "chunking",
   "strategy",
   "embedding",
   "model"
  ]
 },
 {
  "name": "runbook-generator",
  "description": "Generate operational runbooks from a service name — deployment, incident response, maintenance, and rollback workflows. Templated structure customizable per environment. Use when documenting on-call procedures for a new service, standardizing incident response across teams, or producing runbooks before launching to production.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/runbook-generator/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/runbook-generator/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you're documenting on-call procedures for a new service, standardizing incident response across teams.",
  "example_prompts": [
   "Help me with documenting on-call procedures for a new service, standardizing incident response across",
   "Walk me through runbook generator step by step",
   "What's the best way to approach runbook generator for my project?"
  ],
  "keywords": [
   "runbook-generator",
   "generate",
   "operational",
   "runbooks",
   "service",
   "name",
   "deployment",
   "incident",
   "response",
   "maintenance"
  ]
 },
 {
  "name": "secrets-vault-manager",
  "description": "Use when the user asks to set up secret management infrastructure, integrate HashiCorp Vault, configure cloud secret stores (AWS Secrets Manager, Azure Key Vault, GCP Secret Manager), implement secret rotation, or audit secret access patterns.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/secrets-vault-manager/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/secrets-vault-manager/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to set up secret management infrastructure, integrate HashiCorp Vault, configure cloud secret stores , implement secret rotation.",
  "example_prompts": [
   "Can you help me set up secret management infrastructure, integrate HashiCorp Vault, configure cloud secret?",
   "Walk me through secrets vault manager step by step",
   "What's the best way to approach secrets vault manager for my project?"
  ],
  "keywords": [
   "secrets-vault-manager",
   "asks",
   "set",
   "secret",
   "management",
   "infrastructure",
   "integrate",
   "hashicorp",
   "vault",
   "configure"
  ]
 },
 {
  "name": "self-eval",
  "description": "Honestly evaluate AI work quality using a two-axis scoring system. Use after completing a task, code review, or work session to get an unbiased assessment. Detects score inflation, forces devil's advocate reasoning, and persists scores across sessions.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/self-eval/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/self-eval/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it for honestly evaluate AI work quality using a two-axis scoring system.",
  "example_prompts": [
   "Can you help me honestly evaluate AI work quality using a two-axis scoring system?",
   "Walk me through self eval step by step",
   "What's the best way to approach self eval for my project?"
  ],
  "keywords": [
   "self-eval",
   "honestly",
   "evaluate",
   "work",
   "quality",
   "using",
   "two-axis",
   "scoring",
   "system",
   "after"
  ]
 },
 {
  "name": "ship-gate",
  "description": "Pre-production audit that scans a codebase for security, database, deployment, code quality, AI/LLM, dependency, frontend, and observability issues. Intercepts deploy commands and blocks until critical items pass. Stack-agnostic. Use for \"run ship gate\", \"am I ready to ship\", \"pre-launch audit\", \"can I deploy\", \"push to production\", \"go live checklist\", \"preflight check\". Not for CI/CD setup or infra provisioning.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/ship-gate/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/ship-gate/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when \"run ship gate\", \"am I ready to ship\", \"pre-launch audit\", \"can I deploy\", \"push to production\", \"go live checklist\", \"preflight check\".",
  "example_prompts": [
   "run ship gate",
   "am I ready to ship",
   "pre-launch audit"
  ],
  "keywords": [
   "ship-gate",
   "pre-production",
   "audit",
   "scans",
   "codebase",
   "security",
   "database",
   "deployment",
   "code",
   "quality"
  ]
 },
 {
  "name": "skill-security-auditor",
  "description": "Security audit and vulnerability scanner for AI agent skills before installation. Use when: (1) evaluating a skill from an untrusted source, (2) auditing a skill directory or git repo URL for malicious code, (3) pre-install security gate for Claude Code plugins, OpenClaw skills, or Codex skills, (4) scanning Python scripts for dangerous patterns like os.system, eval, subprocess, network exfiltration, (5) detecting prompt injection in SKILL.md files, (6) checking dependency supply chain risks, (7) verifying file system access stays within skill boundaries. Triggers: \"audit this skill\", \"is this skill safe\", \"scan skill for security\", \"check skill before install\", \"skill security check\", \"skill vulnerability scan\".",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/skill-security-auditor/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/skill-security-auditor/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when : evaluating a skill from an untrusted source, auditing a skill directory or git repo URL for malicious code.",
  "example_prompts": [
   "audit this skill",
   "is this skill safe",
   "scan skill for security"
  ],
  "keywords": [
   "skill-security-auditor",
   "security",
   "audit",
   "vulnerability",
   "scanner",
   "agent",
   "skills",
   "before",
   "installation",
   "evaluating"
  ]
 },
 {
  "name": "skill-tester",
  "description": "Validate, test, and score the quality of skills within the claude-skills ecosystem. Comprehensive meta-skill: structure validation, Python script testing (syntax + imports + runtime + output format), multi-dimensional quality scoring with letter grades and tier classification (BASIC/STANDARD/POWERFUL). Use when authoring a new skill, auditing existing skills for tier promotion, setting up pre-commit hooks for skill quality, or integrating skill QA into CI.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/skill-tester/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/skill-tester/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you're authoring a new skill, auditing existing skills for tier promotion, setting up pre-commit hooks for skill quality.",
  "example_prompts": [
   "Help me with authoring a new skill, auditing existing skills for tier promotion, setting",
   "Walk me through skill tester step by step",
   "What's the best way to approach skill tester for my project?"
  ],
  "keywords": [
   "skill-tester",
   "validate",
   "test",
   "score",
   "quality",
   "skills",
   "within",
   "claude-skills",
   "ecosystem",
   "comprehensive"
  ]
 },
 {
  "name": "sample-text-processor",
  "description": "Reference BASIC-tier skill used as a fixture by skill-tester. Counts words and characters and applies basic text transformations. Use when validating skill-tester itself or when you need a minimal, known-good skill layout to copy. Not a production skill.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/skill-tester/assets/sample-skill/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/skill-tester/assets/sample-skill/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you're validating skill-tester itself or when you need a minimal, known-good skill layout to copy.",
  "example_prompts": [
   "Help me with validating skill-tester itself or when you need a minimal, known-good skill",
   "Walk me through sample text processor step by step",
   "What's the best way to approach sample text processor for my project?"
  ],
  "keywords": [
   "sample-text-processor",
   "reference",
   "basic-tier",
   "used",
   "fixture",
   "skill-tester",
   "counts",
   "words",
   "characters",
   "applies"
  ]
 },
 {
  "name": "slo-architect",
  "description": "Use when defining, reviewing, or operating SLOs/SLIs/error budgets. Triggers on \"define an SLO\", \"what should our SLO be\", \"error budget\", \"burn rate\", \"SLI\", \"service level objective\", \"Google SRE workbook\", \"multi-window burn-rate alert\", or any reliability-target question. Ships SLO designer, error-budget calculator with multi-window burn-rate thresholds, and SLO reviewer that catches the common bugs (target too aggressive, window too short, conflicting SLOs, no SLI definition). 4 references on SLO principles + SLI design + error budget math + composition with feature-flags-architect/chaos-engineering/kubernetes-operator. NOT a generic observability skill — specifically the SLO discipline.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/slo-architect/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/slo-architect/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're defining, reviewing, or operating SLOs/SLIs/error budgets.",
  "example_prompts": [
   "define an SLO",
   "what should our SLO be",
   "error budget"
  ],
  "keywords": [
   "slo-architect",
   "defining",
   "reviewing",
   "operating",
   "slos",
   "slis",
   "error",
   "budgets",
   "triggers",
   "define"
  ]
 },
 {
  "name": "spec-driven-workflow",
  "description": "Use when the user asks to write specs before code, define acceptance criteria, plan features before implementation, generate tests from specifications, or follow spec-first development practices.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/spec-driven-workflow/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/spec-driven-workflow/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you want to write a clear spec and acceptance criteria before writing code.",
  "example_prompts": [
   "Can you help me write specs before code, define acceptance criteria, plan features before implementation?",
   "Walk me through spec driven workflow step by step",
   "What's the best way to approach spec driven workflow for my project?"
  ],
  "keywords": [
   "spec-driven-workflow",
   "asks",
   "write",
   "specs",
   "before",
   "code",
   "define",
   "acceptance",
   "criteria",
   "plan"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "sql-database-assistant",
  "description": "Use when the user asks to write SQL queries, optimize database performance, generate migrations, explore database schemas, or work with ORMs like Prisma, Drizzle, TypeORM, or SQLAlchemy.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/sql-database-assistant/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/sql-database-assistant/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to write SQL queries, optimize database performance, generate migrations, explore database schemas.",
  "example_prompts": [
   "Can you help me write SQL queries, optimize database performance, generate migrations, explore database schemas?",
   "Walk me through sql database assistant step by step",
   "What's the best way to approach sql database assistant for my project?"
  ],
  "keywords": [
   "sql-database-assistant",
   "asks",
   "write",
   "sql",
   "queries",
   "optimize",
   "database",
   "performance",
   "generate",
   "migrations"
  ]
 },
 {
  "name": "tc-tracker",
  "description": "Use when the user asks to track technical changes, create change records, manage TC lifecycles, or hand off work between AI sessions. Covers init/create/update/status/resume/close/export workflows for structured code change documentation.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/tc-tracker/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/tc-tracker/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to track technical changes, create change records, manage TC lifecycles, or hand off work between AI sessions.",
  "example_prompts": [
   "Can you help me track technical changes, create change records, manage TC lifecycles, or hand?",
   "Walk me through tc tracker step by step",
   "What's the best way to approach tc tracker for my project?"
  ],
  "keywords": [
   "tc-tracker",
   "asks",
   "track",
   "technical",
   "changes",
   "create",
   "change",
   "records",
   "manage",
   "lifecycles"
  ]
 },
 {
  "name": "tech-debt-tracker",
  "description": "Scan codebases for technical debt, score severity, track trends, and generate prioritized remediation plans. Use when users mention tech debt, code quality, refactoring priority, debt scoring, cleanup sprints, or code health assessment. Also use for legacy code modernization planning and maintenance cost estimation.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/skills/tech-debt-tracker/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skills/tech-debt-tracker/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when your codebase feels messy and you want a prioritized list of what to clean up.",
  "example_prompts": [
   "Can you help me mention tech debt, code quality, refactoring priority, debt scoring, cleanup sprints?",
   "Walk me through tech debt tracker step by step",
   "What's the best way to approach tech debt tracker for my project?"
  ],
  "keywords": [
   "tech-debt-tracker",
   "scan",
   "codebases",
   "technical",
   "debt",
   "score",
   "severity",
   "track",
   "trends",
   "generate"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "spinning-up-deep-rl",
  "description": "Knowledge base from \"Spinning Up in Deep RL\" by Joshua Achiam (OpenAI, MIT-licensed). Use when applying Achiam's frameworks for RL fundamentals and MDPs, the model-free algorithm taxonomy, policy gradient derivations, the six reference algorithms (VPG, TRPO, PPO, DDPG, TD3, SAC), debugging silently-failing RL code, or running rigorous multi-seed RL experiments.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/spinning-up-deep-rl/skills/spinning-up-deep-rl/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/spinning-up-deep-rl/skills/spinning-up-deep-rl/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you're applying Achiam's frameworks for RL fundamentals and MDPs, the model-free algorithm taxonomy, policy gradient derivations.",
  "example_prompts": [
   "Help me with applying Achiam's frameworks for RL fundamentals and MDPs, the model-free algorithm",
   "Walk me through spinning up deep rl step by step",
   "What's the best way to approach spinning up deep rl for my project?"
  ],
  "keywords": [
   "spinning-up-deep-rl",
   "knowledge",
   "base",
   "spinning",
   "deep",
   "joshua",
   "achiam",
   "openai",
   "mit-licensed",
   "applying"
  ]
 },
 {
  "name": "statistical-analyst",
  "description": "Run hypothesis tests, analyze A/B experiment results, calculate sample sizes, and interpret statistical significance with effect sizes. Use when you need to validate whether observed differences are real, size an experiment correctly before launch, or interpret test results with confidence.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/statistical-analyst/skills/statistical-analyst/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/statistical-analyst/skills/statistical-analyst/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to check whether results, like an A/B test, are statistically significant.",
  "example_prompts": [
   "Can you help me validate whether observed differences are real, size an experiment correctly before?",
   "Walk me through statistical analyst step by step",
   "What's the best way to approach statistical analyst for my project?"
  ],
  "keywords": [
   "statistical-analyst",
   "run",
   "hypothesis",
   "tests",
   "analyze",
   "experiment",
   "results",
   "calculate",
   "sample",
   "sizes"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "strict-api",
  "description": "Use when the user says 'no hallucinations', 'verify APIs', 'reality check', or 'don't invent functions'. Prevents the agent from calling methods, imports, or variables that do not provably exist in the user's installed version.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/strict-api/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/strict-api/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want Claude to only use functions and APIs that really exist in your code, without guessing.",
  "example_prompts": [
   "no hallucinations",
   "verify APIs",
   "reality check"
  ],
  "keywords": [
   "strict-api",
   "says",
   "hallucinations",
   "verify",
   "apis",
   "reality",
   "check",
   "don",
   "invent",
   "functions"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "terraform-patterns",
  "description": "Terraform infrastructure-as-code agent skill and plugin for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. Covers module design patterns, state management strategies, provider configuration, security hardening, policy-as-code with Sentinel/OPA, and CI/CD plan/apply workflows. Use when: user wants to design Terraform modules, manage state backends, review Terraform security, implement multi-region deployments, or follow IaC best practices.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/terraform-patterns/skills/terraform-patterns/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/terraform-patterns/skills/terraform-patterns/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when : user wants to design Terraform modules, manage state backends, review Terraform security, implement multi-region deployments.",
  "example_prompts": [
   "I need help with : user wants to design Terraform modules, manage state backends, review",
   "Walk me through terraform patterns step by step",
   "What's the best way to approach terraform patterns for my project?"
  ],
  "keywords": [
   "terraform-patterns",
   "terraform",
   "infrastructure-as-code",
   "agent",
   "plugin",
   "claude",
   "code",
   "codex",
   "gemini",
   "cli"
  ]
 },
 {
  "name": "universal-scraping-architect",
  "description": "Use for web scraping, crawling, document extraction, API parsing, or building validation-heavy data pipelines using Firecrawl or local Python scripts.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/universal-scraping-architect/skills/universal-scraping-architect/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/universal-scraping-architect/skills/universal-scraping-architect/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to web scraping, crawling, document extraction, API parsing, or building validation-heavy data pipelines using Firecrawl.",
  "example_prompts": [
   "Can you help me web scraping, crawling, document extraction, API parsing, or building validation-heavy data?",
   "Walk me through universal scraping architect step by step",
   "What's the best way to approach universal scraping architect for my project?"
  ],
  "keywords": [
   "universal-scraping-architect",
   "web",
   "scraping",
   "crawling",
   "document",
   "extraction",
   "api",
   "parsing",
   "building",
   "validation-heavy"
  ]
 },
 {
  "name": "workflow-builder",
  "description": "Design and write deterministic multi-agent workflow scripts (.js files in .claude/workflows/) for Claude Code's Workflow tool. Use when a user wants to build, create, author, scaffold, or run a custom Claude Code workflow, orchestrate sub-agents (fan-out, pipeline, loop, judge-panel), or automate a repeatable multi-step task across fresh-context agents.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/workflow-builder/skills/workflow-builder/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/workflow-builder/skills/workflow-builder/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to build a repeatable multi-agent workflow script for Claude Code.",
  "example_prompts": [
   "Can you help me build, create, author, scaffold, or run a custom Claude Code workflow?",
   "Walk me through workflow builder step by step",
   "What's the best way to approach workflow builder for my project?"
  ],
  "keywords": [
   "workflow-builder",
   "design",
   "write",
   "deterministic",
   "multi-agent",
   "workflow",
   "scripts",
   "files",
   "claude",
   "workflows"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "write-a-skill",
  "description": "Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, build, or author a new skill.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/write-a-skill/skills/write-a-skill/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/write-a-skill/skills/write-a-skill/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you want to create a new skill with the right structure and files.",
  "example_prompts": [
   "Can you help me create, write, build, or author a new skill?",
   "Walk me through write a skill step by step",
   "What's the best way to approach write a skill for my project?"
  ],
  "keywords": [
   "write-a-skill",
   "create",
   "new",
   "agent",
   "skills",
   "proper",
   "structure",
   "progressive",
   "disclosure",
   "bundled"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "zero-hallucination-coder",
  "description": "Runs a disciplined Discuss -> Map -> Decompose -> Execute -> Verify loop that grounds code in verified structure — no invented APIs, no assumed imports, no placeholder code — with a lazy-senior-dev YAGNI ladder that deletes unnecessary code before it is written. Use when a coding task is high-stakes, complex, or spans existing code (auth, databases, migrations, multi-file features), or when the user explicitly asks to plan carefully before coding, avoid hallucinated code, or work rigorously. Not for trivial edits, typos, or throwaway one-off scripts — those do not need the full loop.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "engineering/zero-hallucination-coder/skills/zero-hallucination-coder/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/engineering/zero-hallucination-coder/skills/zero-hallucination-coder/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when a coding task is high-stakes, complex, or spans existing code , or when the user explicitly asks to plan carefully before coding.",
  "example_prompts": [
   "I need help with a coding task is high-stakes, complex, or spans existing code",
   "Walk me through zero hallucination coder step by step",
   "What's the best way to approach zero hallucination coder for my project?"
  ],
  "keywords": [
   "zero-hallucination-coder",
   "runs",
   "disciplined",
   "discuss",
   "map",
   "decompose",
   "execute",
   "verify",
   "loop",
   "grounds"
  ]
 },
 {
  "name": "business-investment-advisor",
  "description": "Business investment analysis and capital allocation advisor. Use when evaluating whether to invest in equipment, real estate, a new business, hiring, technology, or any capital expenditure. Also use for ROI calculations, IRR, NPV, payback period, build vs buy decisions, lease vs buy analysis, vendor evaluation, or deciding where to allocate limited budget for maximum return.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "finance/business-investment-advisor/skills/business-investment-advisor/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/finance/business-investment-advisor/skills/business-investment-advisor/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you're evaluating whether to invest in equipment, real estate, a new business, hiring, technology, or any capital expenditure.",
  "example_prompts": [
   "Help me with evaluating whether to invest in equipment, real estate, a new business",
   "Walk me through business investment advisor step by step",
   "What's the best way to approach business investment advisor for my project?"
  ],
  "keywords": [
   "business-investment-advisor",
   "business",
   "investment",
   "analysis",
   "capital",
   "allocation",
   "advisor",
   "evaluating",
   "whether",
   "invest"
  ]
 },
 {
  "name": "finance-skills",
  "description": "Router/index for the 2 finance skills bundled in this plugin: financial-analyst (ratio analysis, DCF valuation, budget variance, rolling forecasts) and saas-metrics-coach (ARR/MRR, churn, CAC/LTV, NRR, quick ratio). Use when a finance request doesn't obviously match one skill and you need to pick the right one (e.g., 'analyze these financials', 'how healthy are my SaaS metrics').",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "finance/skills/finance-skills/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/finance/skills/finance-skills/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when a finance request doesn't obviously match one skill and you need to pick the right one.",
  "example_prompts": [
   "analyze these financials",
   "how healthy are my SaaS metrics"
  ],
  "keywords": [
   "finance-skills",
   "router",
   "index",
   "finance",
   "skills",
   "bundled",
   "plugin",
   "financial-analyst",
   "ratio",
   "analysis"
  ]
 },
 {
  "name": "financial-analyst",
  "description": "Performs financial ratio analysis, DCF valuation, budget variance analysis, and rolling forecast construction for strategic decision-making. Use when analyzing financial statements, building valuation models, assessing budget variances, or constructing financial projections and forecasts. Also applicable when users mention financial modeling, cash flow analysis, company valuation, financial projections, or spreadsheet analysis.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "finance/skills/financial-analyst/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/finance/skills/financial-analyst/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you're analyzing financial statements, building valuation models, assessing budget variances.",
  "example_prompts": [
   "Help me with analyzing financial statements, building valuation models, assessing budget variances",
   "Walk me through financial analyst step by step",
   "What's the best way to approach financial analyst for my project?"
  ],
  "keywords": [
   "financial-analyst",
   "performs",
   "financial",
   "ratio",
   "analysis",
   "dcf",
   "valuation",
   "budget",
   "variance",
   "rolling"
  ]
 },
 {
  "name": "saas-metrics-coach",
  "description": "SaaS financial health advisor. Use when a user shares revenue or customer numbers, or mentions ARR, MRR, churn, LTV, CAC, NRR, or asks how their SaaS business is doing.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "finance/skills/saas-metrics-coach/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/finance/skills/saas-metrics-coach/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to understand your SaaS numbers, like MRR, churn, LTV or CAC.",
  "example_prompts": [
   "Can you help me shares revenue or customer numbers, or mentions ARR, MRR, churn, LTV?",
   "Walk me through saas metrics coach step by step",
   "What's the best way to approach saas metrics coach for my project?"
  ],
  "keywords": [
   "saas-metrics-coach",
   "saas",
   "financial",
   "health",
   "advisor",
   "shares",
   "revenue",
   "customer",
   "numbers",
   "mentions"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "stock-analysis",
  "description": "Produce a rigorous, sector-relative, multi-factor fundamental analysis of a publicly listed company — Indian (NSE/BSE) or US/global. Use when the user asks to analyse, research, evaluate, or value a stock, ticker, or listed company; asks whether a business is fundamentally strong, cheap, or expensive; compares companies or benchmarks one against its sector; or mentions OPM, ROCE, ROE, ROIC, P/E, EV/EBITDA, free cash flow, NIM, GNPA, CASA, promoter holding or pledging. Use it for accounting-quality and forensic questions — \"is the profit real\", \"why is profit rising but cash isn't\", auditor qualifications, related-party concerns — which route to the forensic-only mode, and for IPOs and not-yet-listed companies — \"should I apply to this IPO\", DRHP/RHP or S-1 questions, price band, grey market premium — which route to the IPO mode. Use it even when the request sounds casual (\"is Infosys any good?\"). Do not use it for personalised investment advice, portfolio allocation, or trading signals.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "finance/skills/stock-analysis/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/finance/skills/stock-analysis/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to analyse, research, evaluate, or value a stock, ticker, or listed company.",
  "example_prompts": [
   "is the profit real",
   "why is profit rising but cash isn",
   "should I apply to this IPO"
  ],
  "keywords": [
   "stock-analysis",
   "produce",
   "rigorous",
   "sector-relative",
   "multi-factor",
   "fundamental",
   "analysis",
   "publicly",
   "listed",
   "company"
  ]
 },
 {
  "name": "loop-library",
  "description": "Discover, find, compare, audit, repair, adapt, and design repeatable AI-agent loops with explicit triggers, actions, verification, stopping conditions, guardrails, and handoffs. Use when a user asks to analyze a codebase for potential loops, mine coding-thread history for work done more than once, turn repeated engineering work into a loop, find or recommend a published loop, create a recurring agent workflow or automation cadence, turn an outcome into a bounded copy-ready loop, or review an existing loop for weak checks, unsafe authority, unbounded repetition, stale state, or unclear stopping behavior.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "loop-library/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/loop-library/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it for discover, find, compare, audit, repair, adapt, and design repeatable AI-agent loops with explicit.",
  "example_prompts": [
   "Can you help me discover, find, compare, audit, repair, adapt, and design repeatable AI-agent loops?",
   "Walk me through loop library step by step",
   "What's the best way to approach loop library for my project?"
  ],
  "keywords": [
   "loop-library",
   "discover",
   "find",
   "compare",
   "audit",
   "repair",
   "adapt",
   "design",
   "repeatable",
   "ai-agent"
  ]
 },
 {
  "name": "design-system",
  "description": "Captures the user's brand identity once via a 10-question onboarding wizard (primary/accent HEX + heading + body Google Fonts + design style editorial/technical/minimal/playful + default output directory + syntax theme + TOC behavior + optional logo/company), validates body-text and link contrast against WCAG 2.2 AA, derives 12 CSS custom properties in HSL space, and stores the result for every markdown-html converter to consume. Use before any markdown-html conversion. Triggers on first-run onboarding (\"set up the brand\", \"configure markdown-html\", \"run onboarding\"), on explicit reset (\"reset the design system\", \"re-onboard\"), and is checked by every converter via config_loader.py before rendering. Refuses to save if body-text contrast fails AA 4.5:1 or the output dir isn't writable. Precedence is project (./.markdown-html/) > global (~/.config/markdown-html/) > built-in defaults; MARKDOWN_HTML_NO_CONFIG=1 bypasses.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "markdown-html/skills/design-system/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/markdown-html/skills/design-system/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to capture the user's brand identity once via a 10-question onboarding wizard.",
  "example_prompts": [
   "set up the brand",
   "configure markdown-html",
   "run onboarding"
  ],
  "keywords": [
   "design-system",
   "captures",
   "brand",
   "identity",
   "once",
   "via",
   "question",
   "onboarding",
   "wizard",
   "primary"
  ]
 },
 {
  "name": "markdown-html-orchestrator",
  "description": "Use when a user wants to convert any markdown file in their Claude project into a single-file, lightly-interactive HTML — long-form documents (specs, plans, RFCs, reports, explainers), code reviews with diffs and severity-tagged annotations, or slide decks. Triggers on \"convert this markdown to HTML\", \"make this an HTML file\", \"turn this into an interactive document\", \"render this report as HTML\", \"PR writeup as HTML\", \"slides from this markdown\". Forks context to route to one of three converter sub-skills (md-document, md-review, md-slides) based on a deterministic doctype classifier, after the user has run the design-system onboarding once. Refuses if input is under 100 lines (per Shihipar — markdown still wins below the threshold) or design-system isn't onboarded. Distinct from Anthropic's official Playground plugin (which is interactive prompt-tuning controls with sliders/knobs/prompt-copy-back) and from marketing/landing/ (which is a landing-page generator).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "markdown-html/skills/markdown-html-orchestrator/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/markdown-html/skills/markdown-html-orchestrator/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to convert any markdown file in their Claude project into a single-file, lightly-interactive HTML — long-form documents.",
  "example_prompts": [
   "convert this markdown to HTML",
   "make this an HTML file",
   "turn this into an interactive document"
  ],
  "keywords": [
   "markdown-html-orchestrator",
   "wants",
   "convert",
   "markdown",
   "file",
   "their",
   "claude",
   "project",
   "into",
   "single-file"
  ]
 },
 {
  "name": "md-document",
  "description": "Converts long-form markdown (specs, RFCs, reports, plans, explainers) into a single-file, lightly-interactive HTML document with sticky TOC, scrollspy, search filter, code-copy buttons, and design-system-driven brand tokens. Triggers when the markdown-html-orchestrator classifies an input as DOCUMENT, or when invoked directly via /cs:md-document. Reads the design-system config via config_loader.py and inlines the user's 12 derived CSS custom properties; refuses to render if onboarding hasn't run. Single-file output — Google Fonts + Prism.js CDN are the only externals; no framework runtime, no build step. Use after orchestrator routing or after design-system onboarding is confirmed.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "markdown-html/skills/md-document/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/markdown-html/skills/md-document/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you've written a long Markdown document and want it as a nice, readable HTML page.",
  "example_prompts": [
   "Can you help me convert long-form markdown into a single-file, lightly-interactive HTML document with sticky?",
   "Walk me through md document step by step",
   "What's the best way to approach md document for my project?"
  ],
  "keywords": [
   "md-document",
   "converts",
   "long-form",
   "markdown",
   "specs",
   "rfcs",
   "reports",
   "plans",
   "explainers",
   "into"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "md-review",
  "description": "Converts a markdown PR writeup or code review (one with ```diff fenced blocks and severity-tagged > [!BLOCKER]/[!MAJOR]/[!MINOR]/[!NIT] callouts) into a single-file 2-column HTML review — unified-diff on the left, severity-tagged annotation cards on the right, top jump-nav listing every finding, mandatory named reviewer footer. Triggers when the markdown-html-orchestrator classifies an input as REVIEW, or when invoked directly via /cs:md-review. Refuses without explicit --reviewer (a code review must name a human), refuses if no diff hunks present (route to md-document instead), and refuses to encode severity in color only (every badge ships color + icon + aria-label per WCAG 1.4.1). Use after orchestrator routing.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "markdown-html/skills/md-review/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/markdown-html/skills/md-review/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to convert a markdown PR writeup or code review into a single-file 2-column HTML review — unified-diff on the left.",
  "example_prompts": [
   "Can you help me convert a markdown PR writeup or code review into a single-file?",
   "Walk me through md review step by step",
   "What's the best way to approach md review for my project?"
  ],
  "keywords": [
   "md-review",
   "converts",
   "markdown",
   "writeup",
   "code",
   "review",
   "one",
   "diff",
   "fenced",
   "blocks"
  ]
 },
 {
  "name": "md-slides",
  "description": "Converts a markdown deck (slides separated by `---` HR boundaries or by `# ` H1 headings, with optional `<!-- notes: ... -->` presenter notes blocks) into a single-file HTML presentation with arrow-key / space / PgDn / PgUp / Home / End / P / Esc keyboard navigation, presenter mode (split view with current slide + speaker notes + clock + next-slide preview), URL-hash deep linking, and `@media print` page-per-slide for PDF export. Triggers when the markdown-html-orchestrator classifies an input as SLIDES, or when invoked directly via /cs:md-slides. Reuses md-document's markdown parser for slide-body rendering and reads design-system tokens via config_loader.py. Refuses if input has no clear slide boundaries, produces a 1-slide deck, or `--strict-notes` is on with < 50% notes coverage. Use after orchestrator routing.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "markdown-html/skills/md-slides/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/markdown-html/skills/md-slides/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you've written slides in Markdown and want them turned into a single HTML presentation.",
  "example_prompts": [
   "Can you help me convert a markdown deck into a single-file HTML presentation with arrow-key?",
   "Walk me through md slides step by step",
   "What's the best way to approach md slides for my project?"
  ],
  "keywords": [
   "md-slides",
   "converts",
   "markdown",
   "deck",
   "slides",
   "separated",
   "boundaries",
   "headings",
   "optional",
   "notes"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "ab-test-setup",
  "description": "When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions \"A/B test,\" \"split test,\" \"experiment,\" \"test this change,\" \"variant copy,\" \"multivariate test,\" \"hypothesis,\" \"conversion experiment,\" \"statistical significance,\" or \"test this.\" For tracking implementation, see analytics-tracking.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/ab-test-setup/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/ab-test-setup/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to plan, design, or implement an A/B test or experiment.",
  "example_prompts": [
   "Can you help me plan, design, or implement an A/B test or experiment?",
   "Walk me through ab test setup step by step",
   "What's the best way to approach ab test setup for my project?"
  ],
  "keywords": [
   "ab-test-setup",
   "wants",
   "plan",
   "design",
   "implement",
   "test",
   "experiment",
   "also",
   "mentions",
   "split"
  ]
 },
 {
  "name": "ad-creative",
  "description": "When the user needs to generate, iterate, or scale ad creative for paid advertising. Use when they say 'write ad copy,' 'generate headlines,' 'create ad variations,' 'bulk creative,' 'iterate on ads,' 'ad copy validation,' 'RSA headlines,' 'Meta ad copy,' 'LinkedIn ad,' or 'creative testing.' This is pure creative production — distinct from paid-ads (campaign strategy). Use ad-creative when you need the copy, not the campaign plan.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/ad-creative/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/ad-creative/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you need ad headlines, descriptions or full ad variations for Google, Meta, LinkedIn and similar platforms.",
  "example_prompts": [
   "Can you help me they say 'write ad copy,' 'generate headlines,' 'create ad variations,' 'bulk?",
   "Walk me through ad creative step by step",
   "What's the best way to approach ad creative for my project?"
  ],
  "keywords": [
   "ad-creative",
   "needs",
   "generate",
   "iterate",
   "scale",
   "creative",
   "paid",
   "advertising",
   "they",
   "say"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "aeo",
  "description": "Answer Engine Optimization (AEO) skill — optimize content to be cited by AI language models (ChatGPT, Perplexity, Claude, Gemini, Mistral) as authoritative sources. Distinct from SEO — AEO optimizes for citation in LLM-generated responses, not search rankings. Use when planning content for AI-first search audiences, auditing existing content for E-E-A-T signals, tracking which pages get cited by which LLMs, or building a citation-friendly content strategy. Triggers — 'AEO audit', 'optimize for ChatGPT', 'get cited by Perplexity', 'LLM citation strategy', 'answer engine optimization', 'content for AI search', 'E-E-A-T audit'. Output is a markdown audit report (default) or JSON for pipeline integration. Stdlib-only Python tools.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/aeo/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/aeo/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're planning content for AI-first search audiences, auditing existing content for E-E-A-T signals.",
  "example_prompts": [
   "AEO audit",
   "optimize for ChatGPT",
   "get cited by Perplexity"
  ],
  "keywords": [
   "aeo",
   "answer",
   "engine",
   "optimization",
   "optimize",
   "content",
   "cited",
   "language",
   "models",
   "chatgpt"
  ]
 },
 {
  "name": "analytics-tracking",
  "description": "Set up, audit, and debug analytics tracking implementation — GA4, Google Tag Manager, event taxonomy, conversion tracking, and data quality. Use when building a tracking plan from scratch, auditing existing analytics for gaps or errors, debugging missing events, or setting up GTM. Trigger keywords: GA4 setup, Google Tag Manager, GTM, event tracking, analytics implementation, conversion tracking, tracking plan, event taxonomy, custom dimensions, UTM tracking, analytics audit, missing events, tracking broken. NOT for analyzing marketing campaign data — use campaign-analytics for that. NOT for BI dashboards — use product-analytics for in-product event analysis.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/analytics-tracking/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/analytics-tracking/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're building a tracking plan from scratch, auditing existing analytics for gaps or errors, debugging missing events, or setting up GTM.",
  "example_prompts": [
   "Help me with building a tracking plan from scratch, auditing existing analytics for gaps",
   "Walk me through analytics tracking step by step",
   "What's the best way to approach analytics tracking for my project?"
  ],
  "keywords": [
   "analytics-tracking",
   "set",
   "audit",
   "debug",
   "analytics",
   "tracking",
   "implementation",
   "ga4",
   "google",
   "tag"
  ]
 },
 {
  "name": "app-store-optimization",
  "description": "App Store Optimization (ASO) toolkit for researching keywords, analyzing competitor rankings, generating metadata suggestions, and improving app visibility on Apple App Store and Google Play Store. Use when the user asks about ASO, app store rankings, app metadata, app titles and descriptions, app store listings, app visibility, or mobile app marketing on iOS or Android. Supports keyword research and scoring, competitor keyword analysis, metadata optimization, A/B test planning, launch checklists, and tracking ranking changes.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/app-store-optimization/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/app-store-optimization/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want your app to rank higher and get more downloads in the app stores.",
  "example_prompts": [
   "Can you help me app Store Optimization toolkit for researching?",
   "Walk me through app store optimization step by step",
   "What's the best way to approach app store optimization for my project?"
  ],
  "keywords": [
   "app-store-optimization",
   "app",
   "store",
   "optimization",
   "aso",
   "toolkit",
   "researching",
   "keywords",
   "analyzing",
   "competitor"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "brand-guidelines",
  "description": "When the user wants to apply, document, or enforce brand guidelines for any product or company. Also use when the user mentions 'brand guidelines,' 'brand colors,' 'typography,' 'logo usage,' 'brand voice,' 'visual identity,' 'tone of voice,' 'brand standards,' 'style guide,' 'brand consistency,' or 'company design standards.' Covers color systems, typography, logo rules, imagery guidelines, and tone matrix for any brand — including Anthropic's official identity.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/brand-guidelines/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/brand-guidelines/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want something Claude makes to follow Anthropic's official brand colors and fonts.",
  "example_prompts": [
   "Can you help me apply, document, or enforce brand guidelines for any product or company?",
   "Walk me through brand guidelines step by step",
   "What's the best way to approach brand guidelines for my project?"
  ],
  "keywords": [
   "brand-guidelines",
   "wants",
   "apply",
   "document",
   "enforce",
   "brand",
   "guidelines",
   "product",
   "company",
   "also"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "business-name-fit",
  "description": "Suggest, pick, or vet a business, startup, or product name that stays true to the founder's cultural origin while working professionally in the markets they want to sell into. Use when someone is naming a company, brand, or product and cares about how it lands across languages and regions — for example a name that sounds right at home but might read oddly to English speakers, or an authentic name they want to check before committing. Trigger this for any request about choosing a business name, checking if a name \"works\" abroad, spotting bad meanings in other languages, or making a name sound trustworthy in a specific market — even if the person doesn't say the word \"skill\".",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/business-name-fit/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/business-name-fit/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to someone is naming a company, brand, or product and cares about how it lands across languages and regions —.",
  "example_prompts": [
   "Can you help me someone is naming a company, brand, or product and cares about?",
   "Walk me through business name fit step by step",
   "What's the best way to approach business name fit for my project?"
  ],
  "keywords": [
   "business-name-fit",
   "suggest",
   "pick",
   "vet",
   "business",
   "startup",
   "product",
   "name",
   "stays",
   "true"
  ]
 },
 {
  "name": "campaign-analytics",
  "description": "Analyzes campaign performance with multi-touch attribution, funnel conversion analysis, and ROI calculation for marketing optimization. Use when analyzing marketing campaigns, ad performance, attribution models, conversion rates, or calculating marketing ROI, ROAS, CPA, and campaign metrics across channels.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/campaign-analytics/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/campaign-analytics/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're analyzing marketing campaigns, ad performance, attribution models, conversion rates, or calculating marketing ROI, ROAS, CPA.",
  "example_prompts": [
   "Help me with analyzing marketing campaigns, ad performance, attribution models, conversion rates, or calculating",
   "Walk me through campaign analytics step by step",
   "What's the best way to approach campaign analytics for my project?"
  ],
  "keywords": [
   "campaign-analytics",
   "analyzes",
   "campaign",
   "performance",
   "multi-touch",
   "attribution",
   "funnel",
   "conversion",
   "analysis",
   "roi"
  ]
 },
 {
  "name": "churn-prevention",
  "description": "Reduce voluntary and involuntary churn through cancel flow design, save offers, exit surveys, and dunning sequences. Use when designing or optimizing a cancel flow, building save offers, setting up dunning emails, or reducing failed-payment churn. Trigger keywords: cancel flow, churn reduction, save offers, dunning, exit survey, payment recovery, win-back, involuntary churn, failed payments, cancel page. NOT for customer health scoring or expansion revenue — use customer-success-manager for that.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/churn-prevention/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/churn-prevention/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when customers are canceling and you want ideas, cancel flows or save offers to keep them.",
  "example_prompts": [
   "Help me with designing or optimizing a cancel flow, building save offers, setting up",
   "Walk me through churn prevention step by step",
   "What's the best way to approach churn prevention for my project?"
  ],
  "keywords": [
   "churn-prevention",
   "reduce",
   "voluntary",
   "involuntary",
   "churn",
   "through",
   "cancel",
   "flow",
   "design",
   "save"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "cold-email",
  "description": "When the user wants to write, improve, or build a sequence of B2B cold outreach emails to prospects who haven't asked to hear from them. Use when the user mentions 'cold email,' 'cold outreach,' 'prospecting emails,' 'SDR emails,' 'sales emails,' 'first touch email,' 'follow-up sequence,' or 'email prospecting.' Also use when they share an email draft that sounds too sales-y and needs to be humanized. Distinct from email-sequence (lifecycle/nurture to opted-in subscribers) — this is unsolicited outreach to new prospects. NOT for lifecycle emails, newsletters, or drip campaigns (use email-sequence).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/cold-email/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/cold-email/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you need to write cold outreach emails and follow-ups that actually get replies.",
  "example_prompts": [
   "t asked to hear from them. Use when the user mentions ",
   "email prospecting."
  ],
  "keywords": [
   "cold-email",
   "wants",
   "write",
   "improve",
   "build",
   "sequence",
   "b2b",
   "cold",
   "outreach",
   "emails"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "competitor-alternatives",
  "description": "When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[Product] vs [Product],' '[Product] alternative,' 'competitive landing pages,' 'switch from competitor,' or 'comparison content.' Covers four formats: singular alternative, plural alternatives, you vs competitor, and competitor vs competitor. Emphasizes deep research, modular content architecture, and varied section types beyond feature tables.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/competitor-alternatives/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/competitor-alternatives/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to create competitor comparison or alternative pages for SEO and sales enablement.",
  "example_prompts": [
   "Can you help me create competitor comparison or alternative pages for SEO and sales enablement?",
   "Walk me through competitor alternatives step by step",
   "What's the best way to approach competitor alternatives for my project?"
  ],
  "keywords": [
   "competitor-alternatives",
   "wants",
   "create",
   "competitor",
   "comparison",
   "alternative",
   "pages",
   "seo",
   "sales",
   "enablement"
  ]
 },
 {
  "name": "content-creator",
  "description": "Deprecated redirect skill that routes legacy 'content creator' requests to the correct specialist. Use when a user invokes 'content creator', asks to write a blog post, article, guide, or brand voice analysis (routes to content-production), or asks to plan content, build a topic cluster, or create a content calendar (routes to content-strategy). Does not handle requests directly — identifies user intent and redirects to content-production for writing/SEO/brand-voice tasks or content-strategy for planning tasks.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/content-creator/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/content-creator/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to invokes 'content creator', asks to write a blog post, article, guide, or brand voice analysis , or asks to plan content.",
  "example_prompts": [
   "content creator",
   "content creator"
  ],
  "keywords": [
   "content-creator",
   "deprecated",
   "redirect",
   "routes",
   "legacy",
   "content",
   "creator",
   "requests",
   "correct",
   "specialist"
  ]
 },
 {
  "name": "content-humanizer",
  "description": "Makes AI-generated content sound genuinely human — not just cleaned up, but alive. Use when content feels robotic, uses too many AI clichés, lacks personality, or reads like it was written by committee. Triggers: 'this sounds like AI', 'make it more human', 'add personality', 'it feels generic', 'sounds robotic', 'fix AI writing', 'inject our voice'. NOT for initial content creation (use content-production). NOT for SEO optimization (use content-production Mode 3).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/content-humanizer/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/content-humanizer/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to content feels robotic, uses too many AI clichés, lacks personality, or reads like it was written by committee.",
  "example_prompts": [
   "this sounds like AI",
   "make it more human",
   "add personality"
  ],
  "keywords": [
   "content-humanizer",
   "makes",
   "ai-generated",
   "content",
   "sound",
   "genuinely",
   "human",
   "not",
   "just",
   "cleaned"
  ]
 },
 {
  "name": "content-production",
  "description": "Full content production pipeline — takes a topic from blank page to published-ready piece. Use when you need to execute content: write a blog post, article, or guide end-to-end. Triggers: 'write a post about', 'draft an article', 'create content for', 'help me write', 'I need a blog post'. NOT for content strategy or calendar planning (use content-strategy). NOT for repurposing existing content (use content-repurposing). NOT for social captions only.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/content-production/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/content-production/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you want to write a complete blog post, article or guide from topic to finished draft.",
  "example_prompts": [
   "write a post about",
   "draft an article",
   "create content for"
  ],
  "keywords": [
   "content-production",
   "full",
   "content",
   "production",
   "pipeline",
   "takes",
   "topic",
   "blank",
   "page",
   "published-ready"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "content-strategy",
  "description": "When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions \"content strategy,\" \"what should I write about,\" \"content ideas,\" \"blog strategy,\" \"topic clusters,\" or \"content planning.\" For writing individual pieces, see copywriting. For SEO-specific audits, see seo-audit.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/content-strategy/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/content-strategy/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're deciding what blog posts or content to create and which topics to cover.",
  "example_prompts": [
   "Can you help me plan a content strategy, decide what content to create, or figure?",
   "Walk me through content strategy step by step",
   "What's the best way to approach content strategy for my project?"
  ],
  "keywords": [
   "content-strategy",
   "wants",
   "plan",
   "content",
   "strategy",
   "decide",
   "what",
   "create",
   "figure",
   "out"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "copy-editing",
  "description": "When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' or 'copy sweep.' This skill provides a systematic approach to editing marketing copy through multiple focused passes.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/copy-editing/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/copy-editing/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you already have marketing copy and want it reviewed, tightened or refreshed.",
  "example_prompts": [
   "Can you help me edit, review, or improve existing marketing copy?",
   "Walk me through copy editing step by step",
   "What's the best way to approach copy editing for my project?"
  ],
  "keywords": [
   "copy-editing",
   "wants",
   "edit",
   "review",
   "improve",
   "existing",
   "marketing",
   "copy",
   "also",
   "mentions"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "copywriting",
  "description": "When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says \"write copy for,\" \"improve this copy,\" \"rewrite this page,\" \"marketing copy,\" \"headline help,\" or \"CTA copy.\" For email copy, see email-sequence. For popup copy, see popup-cro.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/copywriting/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/copywriting/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you need to write or rewrite website copy, like a homepage, landing page or pricing page.",
  "example_prompts": [
   "Can you help me write, rewrite, or improve marketing copy for any page —?",
   "Walk me through copywriting step by step",
   "What's the best way to approach copywriting for my project?"
  ],
  "keywords": [
   "copywriting",
   "wants",
   "write",
   "rewrite",
   "improve",
   "marketing",
   "copy",
   "page",
   "including",
   "homepage"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "email-sequence",
  "description": "When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions \"email sequence,\" \"drip campaign,\" \"nurture sequence,\" \"onboarding emails,\" \"welcome sequence,\" \"re-engagement emails,\" \"email automation,\" or \"lifecycle emails.\" For in-app onboarding, see onboarding-cro.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/email-sequence/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/email-sequence/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to write a series of automated emails, like onboarding or nurture emails.",
  "example_prompts": [
   "Can you help me create or optimize an email sequence, drip campaign, automated email flow?",
   "Walk me through email sequence step by step",
   "What's the best way to approach email sequence for my project?"
  ],
  "keywords": [
   "email-sequence",
   "wants",
   "create",
   "optimize",
   "email",
   "sequence",
   "drip",
   "campaign",
   "automated",
   "flow"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "form-cro",
  "description": "When the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo request forms, application forms, survey forms, or checkout forms. Also use when the user mentions \"form optimization,\" \"lead form conversions,\" \"form friction,\" \"form fields,\" \"form completion rate,\" or \"contact form.\" For signup/registration forms, see signup-flow-cro. For popups containing forms, see popup-cro.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/form-cro/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/form-cro/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want more people to complete a contact, lead or survey form on your site.",
  "example_prompts": [
   "Can you help me optimize any form that is NOT signup/registration — including lead capture?",
   "Walk me through form cro step by step",
   "What's the best way to approach form cro for my project?"
  ],
  "keywords": [
   "form-cro",
   "wants",
   "optimize",
   "form",
   "not",
   "signup",
   "registration",
   "including",
   "lead",
   "capture"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "free-tool-strategy",
  "description": "When the user wants to build a free tool for marketing — lead generation, SEO value, or brand awareness. Use when they mention 'engineering as marketing,' 'free tool,' 'calculator,' 'generator,' 'checker,' 'grader,' 'marketing tool,' 'lead gen tool,' 'build something for traffic,' 'interactive tool,' or 'free resource.' Covers idea evaluation, tool design, and launch strategy. For pure SEO content strategy (no tool), use seo-audit or content-strategy instead.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/free-tool-strategy/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/free-tool-strategy/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to they mention 'engineering as marketing,' 'free tool,' 'calculator,' 'generator,' 'checker,' 'grader,' 'marketing tool.",
  "example_prompts": [
   "Can you help me they mention 'engineering as marketing,' 'free tool,' 'calculator,' 'generator,' 'checker,' 'grader,'?",
   "Walk me through free tool strategy step by step",
   "What's the best way to approach free tool strategy for my project?"
  ],
  "keywords": [
   "free-tool-strategy",
   "wants",
   "build",
   "free",
   "tool",
   "marketing",
   "lead",
   "generation",
   "seo",
   "value"
  ]
 },
 {
  "name": "launch-strategy",
  "description": "When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'GTM plan,' 'launch checklist,' or 'launch momentum.' This skill covers phased launches, channel strategy, and ongoing launch momentum.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/launch-strategy/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/launch-strategy/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're planning a product or feature launch and the announcement around it.",
  "example_prompts": [
   "Can you help me plan a product launch, feature announcement, or release strategy?",
   "Walk me through launch strategy step by step",
   "What's the best way to approach launch strategy for my project?"
  ],
  "keywords": [
   "launch-strategy",
   "wants",
   "plan",
   "product",
   "launch",
   "feature",
   "announcement",
   "release",
   "strategy",
   "also"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "local-seo-manager",
  "description": "Manage local SEO for service-area businesses — appliance repair, HVAC, plumbing, cleaning, and any business that serves customers at their location. Use when the user wants to: audit Google Business Profile, generate neighborhood service area pages, check NAP consistency across directories, create LocalBusiness schema, or write review responses. Triggers: 'local SEO', 'Google Business Profile', 'GBP', 'service area page', 'NAP consistency', 'local citations', 'LocalBusiness schema', 'review responses', 'Google Maps ranking'. NOT for national SEO (use seo-audit). NOT for general schema (use schema-markup). NOT for AI answer-engine visibility (use aeo).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/local-seo-manager/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/local-seo-manager/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when : audit Google Business Profile, generate neighborhood service area pages, check NAP consistency across directories.",
  "example_prompts": [
   "local SEO",
   "Google Business Profile",
   "service area page"
  ],
  "keywords": [
   "local-seo-manager",
   "manage",
   "local",
   "seo",
   "service-area",
   "businesses",
   "appliance",
   "repair",
   "hvac",
   "plumbing"
  ]
 },
 {
  "name": "marketing-context",
  "description": "Create and maintain the marketing context document that all marketing skills read before starting. Use when the user mentions 'marketing context,' 'brand voice,' 'set up context,' 'target audience,' 'ICP,' 'style guide,' 'who is my customer,' 'positioning,' or wants to avoid repeating foundational information across marketing tasks. Run this at the start of any new project before using other marketing skills.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/marketing-context/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/marketing-context/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to set up your brand voice and product details so marketing work stays consistent.",
  "example_prompts": [
   "Can you help me mentions 'marketing context,' 'brand voice,' 'set up context,' 'target audience,' 'ICP,'?",
   "Walk me through marketing context step by step",
   "What's the best way to approach marketing context for my project?"
  ],
  "keywords": [
   "marketing-context",
   "create",
   "maintain",
   "marketing",
   "context",
   "document",
   "all",
   "skills",
   "read",
   "before"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "marketing-demand-acquisition",
  "description": "Creates demand generation campaigns, optimizes paid ad spend across LinkedIn, Google, and Meta, develops SEO strategies, and structures partnership programs. Use when planning demand gen strategy, growth marketing, advertising campaigns, PPC optimization, lead generation, pipeline generation, or marketing budgets. Covers multi-channel acquisition (Google Ads, LinkedIn Ads, Meta Ads), CAC analysis, MQL/SQL workflows, attribution modeling, technical SEO, and co-marketing partnerships. Default calibration profile is a Series A+ B2B SaaS scaling internationally (EU/US/Canada, hybrid PLG/Sales-Led) — adapt benchmarks for other stages and motions rather than skipping the skill.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/marketing-demand-acquisition/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/marketing-demand-acquisition/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're planning demand gen strategy, growth marketing, advertising campaigns, PPC optimization, lead generation, pipeline generation.",
  "example_prompts": [
   "Help me with planning demand gen strategy, growth marketing, advertising campaigns, PPC optimization, lead",
   "Walk me through marketing demand acquisition step by step",
   "What's the best way to approach marketing demand acquisition for my project?"
  ],
  "keywords": [
   "marketing-demand-acquisition",
   "creates",
   "demand",
   "generation",
   "campaigns",
   "optimizes",
   "paid",
   "spend",
   "across",
   "linkedin"
  ]
 },
 {
  "name": "marketing-ideas",
  "description": "When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing tactics,' 'ways to promote,' or 'ideas to grow.' This skill provides 139 proven marketing approaches organized by category.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/marketing-ideas/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/marketing-ideas/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you need fresh marketing or growth ideas for your product.",
  "example_prompts": [
   "Can you help me when the user needs marketing ideas, inspiration, or strategies for their?",
   "Walk me through marketing ideas step by step",
   "What's the best way to approach marketing ideas for my project?"
  ],
  "keywords": [
   "marketing-ideas",
   "needs",
   "marketing",
   "ideas",
   "inspiration",
   "strategies",
   "their",
   "saas",
   "software",
   "product"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "marketing-ops",
  "description": "Central router for the marketing skill ecosystem. Use when unsure which marketing skill to use, when orchestrating a multi-skill campaign, or when coordinating across content, SEO, CRO, channels, and analytics. Also use when the user mentions 'marketing help,' 'campaign plan,' 'what should I do next,' 'marketing priorities,' or 'coordinate marketing.'",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/marketing-ops/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/marketing-ops/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to unsure which marketing skill to use, when orchestrating a multi-skill campaign, or when coordinating across content, SEO, CRO.",
  "example_prompts": [
   "Can you help me unsure which marketing skill to use, when orchestrating a multi-skill campaign?",
   "Walk me through marketing ops step by step",
   "What's the best way to approach marketing ops for my project?"
  ],
  "keywords": [
   "marketing-ops",
   "central",
   "router",
   "marketing",
   "ecosystem",
   "unsure",
   "which",
   "orchestrating",
   "multi-skill",
   "campaign"
  ]
 },
 {
  "name": "marketing-psychology",
  "description": "When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science,' 'why people buy,' 'decision-making,' or 'consumer behavior.' This skill provides 70+ mental models organized for marketing application.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/marketing-psychology/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/marketing-psychology/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to use psychology and persuasion principles to make your marketing more effective.",
  "example_prompts": [
   "Can you help me apply psychological principles, mental models, or behavioral science to marketing?",
   "Walk me through marketing psychology step by step",
   "What's the best way to approach marketing psychology for my project?"
  ],
  "keywords": [
   "marketing-psychology",
   "wants",
   "apply",
   "psychological",
   "principles",
   "mental",
   "models",
   "behavioral",
   "science",
   "marketing"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "marketing-skills",
  "description": "Directory and router for the marketing skills library. Use when you need to find the right marketing skill for a task, see what marketing capabilities exist, or get oriented in this plugin. 44 specialist skills across 8 pods (content, SEO + AEO, CRO, channels, growth, intelligence, sales enablement, ops), 59 stdlib Python tools. Routes to one skill — it does not execute marketing work itself.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/marketing-skills/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/marketing-skills/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to find the right marketing skill for a task, see what marketing capabilities exist, or get oriented in this plugin.",
  "example_prompts": [
   "Can you help me find the right marketing skill for a task, see what marketing?",
   "Walk me through marketing skills step by step",
   "What's the best way to approach marketing skills for my project?"
  ],
  "keywords": [
   "marketing-skills",
   "directory",
   "router",
   "marketing",
   "skills",
   "library",
   "need",
   "find",
   "right",
   "task"
  ]
 },
 {
  "name": "marketing-strategy-pmm",
  "description": "Product marketing skill for positioning, GTM strategy, competitive intelligence, and product launches. Use when the user asks about product positioning, go-to-market planning, competitive analysis, target audience definition, ICP definition, market research, launch plans, or sales enablement. Covers April Dunford positioning, ICP definition, competitive battlecards, launch playbooks, and international market entry. Produces deliverables including positioning statements, battlecard documents, launch plans, and go-to-market strategies.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/marketing-strategy-pmm/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/marketing-strategy-pmm/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to asks about product positioning, go-to-market planning, competitive analysis, target audience definition, ICP definition.",
  "example_prompts": [
   "Can you help me asks about product positioning, go-to-market planning, competitive analysis, target audience definition?",
   "Walk me through marketing strategy pmm step by step",
   "What's the best way to approach marketing strategy pmm for my project?"
  ],
  "keywords": [
   "marketing-strategy-pmm",
   "product",
   "marketing",
   "positioning",
   "gtm",
   "strategy",
   "competitive",
   "intelligence",
   "launches",
   "asks"
  ]
 },
 {
  "name": "onboarding-cro",
  "description": "When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions \"onboarding flow,\" \"activation rate,\" \"user activation,\" \"first-run experience,\" \"empty states,\" \"onboarding checklist,\" \"aha moment,\" or \"new user experience.\" For signup/registration optimization, see signup-flow-cro. For ongoing email sequences, see email-sequence.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/onboarding-cro/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/onboarding-cro/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to optimize post-signup onboarding, user activation, first-run experience, or time-to-value.",
  "example_prompts": [
   "Can you help me optimize post-signup onboarding, user activation, first-run experience, or time-to-value?",
   "Walk me through onboarding cro step by step",
   "What's the best way to approach onboarding cro for my project?"
  ],
  "keywords": [
   "onboarding-cro",
   "wants",
   "optimize",
   "post-signup",
   "onboarding",
   "activation",
   "first-run",
   "experience",
   "time-to-value",
   "also"
  ]
 },
 {
  "name": "page-cro",
  "description": "When the user wants to optimize, improve, or increase conversions on any marketing page — including homepage, landing pages, pricing pages, feature pages, or blog posts. Also use when the user says \"CRO,\" \"conversion rate optimization,\" \"this page isn't converting,\" \"improve conversions,\" or \"why isn't this page working.\" For signup/registration flows, see signup-flow-cro. For post-signup activation, see onboarding-cro. For forms outside of signup, see form-cro. For popups/modals, see popup-cro.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/page-cro/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/page-cro/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when a specific page, like a landing or pricing page, isn't converting and you want to improve it.",
  "example_prompts": [
   "this page isn",
   "why isn"
  ],
  "keywords": [
   "page-cro",
   "wants",
   "optimize",
   "improve",
   "increase",
   "conversions",
   "marketing",
   "page",
   "including",
   "homepage"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "paid-ads",
  "description": "When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' 'ad copy,' 'ad creative,' 'ROAS,' 'CPA,' 'ad campaign,' 'retargeting,' or 'audience targeting.' This skill covers campaign strategy, ad creation, audience targeting, and optimization.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/paid-ads/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/paid-ads/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to when the user wants help with paid advertising campaigns on Google Ads, Meta , LinkedIn, Twitter/X, or other ad platforms.",
  "example_prompts": [
   "Can you help me when the user wants help with paid advertising campaigns on Google?",
   "Walk me through paid ads step by step",
   "What's the best way to approach paid ads for my project?"
  ],
  "keywords": [
   "paid-ads",
   "wants",
   "help",
   "paid",
   "advertising",
   "campaigns",
   "google",
   "ads",
   "meta",
   "facebook"
  ]
 },
 {
  "name": "paywall-upgrade-cro",
  "description": "When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions \"paywall,\" \"upgrade screen,\" \"upgrade modal,\" \"upsell,\" \"feature gate,\" \"convert free to paid,\" \"freemium conversion,\" \"trial expiration screen,\" \"limit reached screen,\" \"plan upgrade prompt,\" or \"in-app pricing.\" Distinct from public pricing pages (see page-cro) — this skill focuses on in-product upgrade moments where the user has already experienced value.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/paywall-upgrade-cro/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/paywall-upgrade-cro/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates.",
  "example_prompts": [
   "Can you help me create or optimize in-app paywalls, upgrade screens, upsell modals, or feature?",
   "Walk me through paywall upgrade cro step by step",
   "What's the best way to approach paywall upgrade cro for my project?"
  ],
  "keywords": [
   "paywall-upgrade-cro",
   "wants",
   "create",
   "optimize",
   "in-app",
   "paywalls",
   "upgrade",
   "screens",
   "upsell",
   "modals"
  ]
 },
 {
  "name": "popup-cro",
  "description": "When the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes. Also use when the user mentions \"exit intent,\" \"popup conversions,\" \"modal optimization,\" \"lead capture popup,\" \"email popup,\" \"announcement banner,\" or \"overlay.\" For forms outside of popups, see form-cro. For general page conversion optimization, see page-cro.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/popup-cro/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/popup-cro/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want popups or banners on your site to convert better without annoying visitors.",
  "example_prompts": [
   "Can you help me create or optimize popups, modals, overlays, slide-ins, or banners for conversion?",
   "Walk me through popup cro step by step",
   "What's the best way to approach popup cro for my project?"
  ],
  "keywords": [
   "popup-cro",
   "wants",
   "create",
   "optimize",
   "popups",
   "modals",
   "overlays",
   "slide-ins",
   "banners",
   "conversion"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "pricing-strategy",
  "description": "Design, optimize, and communicate SaaS pricing — tier structure, value metrics, pricing pages, and price increase strategy. Use when building a pricing model from scratch, redesigning existing pricing, planning a price increase, or improving a pricing page. Trigger keywords: pricing tiers, pricing page, price increase, packaging, value metric, per seat pricing, usage-based pricing, freemium, good-better-best, pricing strategy, monetization, pricing page conversion, Van Westendorp. NOT for broader product strategy — use product-strategist for that. NOT for customer success or renewals — use customer-success-manager for expansion revenue.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/pricing-strategy/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/pricing-strategy/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're designing or changing your SaaS pricing tiers or pricing page.",
  "example_prompts": [
   "Help me with building a pricing model from scratch, redesigning existing pricing, planning",
   "Walk me through pricing strategy step by step",
   "What's the best way to approach pricing strategy for my project?"
  ],
  "keywords": [
   "pricing-strategy",
   "design",
   "optimize",
   "communicate",
   "saas",
   "pricing",
   "tier",
   "structure",
   "value",
   "metrics"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "programmatic-seo",
  "description": "When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions \"programmatic SEO,\" \"template pages,\" \"pages at scale,\" \"directory pages,\" \"location pages,\" \"[keyword] + [city] pages,\" \"comparison pages,\" \"integration pages,\" or \"building many pages for SEO.\" For auditing existing SEO issues, see seo-audit.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/programmatic-seo/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/programmatic-seo/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to create many SEO pages at once from a template and a data source.",
  "example_prompts": [
   "Can you help me create SEO-driven pages at scale using templates and data?",
   "Walk me through programmatic seo step by step",
   "What's the best way to approach programmatic seo for my project?"
  ],
  "keywords": [
   "programmatic-seo",
   "wants",
   "create",
   "seo-driven",
   "pages",
   "scale",
   "using",
   "templates",
   "data",
   "also"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "prompt-engineer-toolkit",
  "description": "Turns marketing prompts into tested, versioned production assets: A/B prompt evaluation against structured test cases, immutable prompt version history with diffs, ready-to-use marketing prompt templates (ad copy, email campaigns, social posts, landing pages, SEO meta), and an LLM-governance playbook for marketing teams (claim discipline, disclosure rules, human-review gates). Use when a marketing team relies on AI-generated content and needs prompt quality to be measurable and safe — or when the user mentions 'prompt engineering,' 'improve my prompts,' 'prompt templates,' 'prompt versioning,' 'AI content workflow,' or 'AI governance for marketing.'",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/prompt-engineer-toolkit/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/prompt-engineer-toolkit/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to test and improve AI prompts and keep track of their versions.",
  "example_prompts": [
   "I need help with a marketing team relies on AI-generated content and needs prompt quality",
   "Walk me through prompt engineer toolkit step by step",
   "What's the best way to approach prompt engineer toolkit for my project?"
  ],
  "keywords": [
   "prompt-engineer-toolkit",
   "turns",
   "marketing",
   "prompts",
   "into",
   "tested",
   "versioned",
   "production",
   "assets",
   "prompt"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "referral-program",
  "description": "When the user wants to design, launch, or optimize a referral or affiliate program. Use when they mention 'referral program,' 'affiliate program,' 'word of mouth,' 'refer a friend,' 'incentive program,' 'customer referrals,' 'brand ambassador,' 'partner program,' 'referral link,' or 'growth through referrals.' Covers program mechanics, incentive design, and optimization — not just the idea of referrals but the actual system.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/referral-program/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/referral-program/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to they mention 'referral program,' 'affiliate program,' 'word of mouth,' 'refer a friend,' 'incentive program.",
  "example_prompts": [
   "Can you help me they mention 'referral program,' 'affiliate program,' 'word of mouth,' 'refer?",
   "Walk me through referral program step by step",
   "What's the best way to approach referral program for my project?"
  ],
  "keywords": [
   "referral-program",
   "wants",
   "design",
   "launch",
   "optimize",
   "referral",
   "affiliate",
   "program",
   "they",
   "mention"
  ]
 },
 {
  "name": "schema-markup",
  "description": "When the user wants to implement, audit, or validate structured data (schema markup) on their website. Use when the user mentions 'structured data,' 'schema.org,' 'JSON-LD,' 'rich results,' 'rich snippets,' 'schema markup,' 'FAQ schema,' 'Product schema,' 'HowTo schema,' or 'structured data errors in Search Console.' Also use when someone asks why their content isn't showing rich results or wants to improve AI search visibility. NOT for general SEO audits (use seo-audit) or technical SEO crawl issues (use site-architecture).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/schema-markup/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/schema-markup/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to mentions 'structured data,' 'schema.",
  "example_prompts": [
   "Can you help me mentions 'structured data,' 'schema?",
   "Walk me through schema markup step by step",
   "What's the best way to approach schema markup for my project?"
  ],
  "keywords": [
   "schema-markup",
   "wants",
   "implement",
   "audit",
   "validate",
   "structured",
   "data",
   "schema",
   "markup",
   "their"
  ]
 },
 {
  "name": "seo-audit",
  "description": "When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions \"SEO audit,\" \"technical SEO,\" \"why am I not ranking,\" \"SEO issues,\" \"on-page SEO,\" \"meta tags review,\" or \"SEO health check.\" For building pages at scale to target keywords, see programmatic-seo. For adding structured data, see schema-markup.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/seo-audit/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/seo-audit/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to find out why your site or blog isn't ranking and what SEO issues to fix.",
  "example_prompts": [
   "Can you help me audit, review, or diagnose SEO issues on their site?",
   "Walk me through seo audit step by step",
   "What's the best way to approach seo audit for my project?"
  ],
  "keywords": [
   "seo-audit",
   "wants",
   "audit",
   "review",
   "diagnose",
   "seo",
   "issues",
   "their",
   "site",
   "also"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "signup-flow-cro",
  "description": "When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions \"signup conversions,\" \"registration friction,\" \"signup form optimization,\" \"free trial signup,\" \"reduce signup dropoff,\" or \"account creation flow.\" For post-signup onboarding, see onboarding-cro. For lead capture forms (not account creation), see form-cro.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/signup-flow-cro/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/signup-flow-cro/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to optimize signup, registration, account creation, or trial activation flows.",
  "example_prompts": [
   "Can you help me optimize signup, registration, account creation, or trial activation flows?",
   "Walk me through signup flow cro step by step",
   "What's the best way to approach signup flow cro for my project?"
  ],
  "keywords": [
   "signup-flow-cro",
   "wants",
   "optimize",
   "signup",
   "registration",
   "account",
   "creation",
   "trial",
   "activation",
   "flows"
  ]
 },
 {
  "name": "site-architecture",
  "description": "When the user wants to audit, redesign, or plan their website's structure, URL hierarchy, navigation design, or internal linking strategy. Use when the user mentions 'site architecture,' 'URL structure,' 'internal links,' 'site navigation,' 'breadcrumbs,' 'topic clusters,' 'hub pages,' 'orphan pages,' 'silo structure,' 'information architecture,' or 'website reorganization.' Also use when someone has SEO problems and the root cause is structural (not content or schema). NOT for content strategy decisions about what to write (use content-strategy) or for schema markup (use schema-markup).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/site-architecture/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/site-architecture/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're planning your website's pages, navigation and URL structure.",
  "example_prompts": [
   "Can you help me mentions 'site architecture,' 'URL structure,' 'internal links,' 'site navigation,' 'breadcrumbs,' 'topic?",
   "Walk me through site architecture step by step",
   "What's the best way to approach site architecture for my project?"
  ],
  "keywords": [
   "site-architecture",
   "wants",
   "audit",
   "redesign",
   "plan",
   "their",
   "website",
   "structure",
   "url",
   "hierarchy"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "social-content",
  "description": "When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn post,' 'Twitter thread,' 'social media,' 'content calendar,' 'social scheduling,' 'engagement,' or 'viral content.' This skill covers content creation, repurposing, and platform-specific strategies.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/social-content/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/social-content/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want help writing and scheduling social media posts.",
  "example_prompts": [
   "Can you help me when the user wants help creating, scheduling, or optimizing social media?",
   "Walk me through social content step by step",
   "What's the best way to approach social content for my project?"
  ],
  "keywords": [
   "social-content",
   "wants",
   "help",
   "creating",
   "scheduling",
   "optimizing",
   "social",
   "media",
   "content",
   "linkedin"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "social-media-analyzer",
  "description": "Social media campaign analysis and performance tracking. Calculates engagement rates, ROI, and benchmarks across platforms. Use when analyzing social media performance, calculating engagement rate, measuring campaign ROI, comparing platform metrics, or benchmarking against industry standards. Also use when the user mentions \"social media audit,\" \"engagement rate,\" or \"which platform performs best.\"",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/social-media-analyzer/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/social-media-analyzer/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to measure how your social media campaigns are performing.",
  "example_prompts": [
   "Help me with analyzing social media performance, calculating engagement rate, measuring campaign ROI, comparing",
   "Walk me through social media analyzer step by step",
   "What's the best way to approach social media analyzer for my project?"
  ],
  "keywords": [
   "social-media-analyzer",
   "social",
   "media",
   "campaign",
   "analysis",
   "performance",
   "tracking",
   "calculates",
   "engagement",
   "rates"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "social-media-manager",
  "description": "When the user wants to develop social media strategy, plan content calendars, manage community engagement, or grow their social presence across platforms. Also use when the user mentions 'social media strategy,' 'social calendar,' 'community management,' 'social media plan,' 'grow followers,' 'engagement rate,' 'social media audit,' or 'which platforms should I use.' For writing individual social posts, see social-content. For analyzing social performance data, see social-media-analyzer.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/social-media-manager/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/social-media-manager/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want a social media strategy or content calendar.",
  "example_prompts": [
   "Can you help me develop social media strategy, plan content calendars, manage community engagement?",
   "Walk me through social media manager step by step",
   "What's the best way to approach social media manager for my project?"
  ],
  "keywords": [
   "social-media-manager",
   "wants",
   "develop",
   "social",
   "media",
   "strategy",
   "plan",
   "content",
   "calendars",
   "manage"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "webinar-marketing",
  "description": "When the user wants to plan, promote, run, or improve a webinar or virtual event to generate and convert demand. Use when the user mentions 'webinar,' 'virtual event,' 'online event,' 'live demo,' 'virtual summit,' 'workshop,' 'masterclass,' 'fireside chat,' 'roundtable,' 'registration funnel,' 'show-up rate,' 'attendance rate,' 'webinar promotion,' 'webinar follow-up,' or 'on-demand webinar.' Also use when they have a webinar that isn't converting — low registrations, low show-up, or attendees who don't buy — and want to diagnose and fix it. Covers the full funnel: registration, promotion, show-up, live engagement, live-to-close, and post-event nurture. Distinct from launch-strategy (full product launches) and email-sequence (lifecycle nurture) — this is the end-to-end webinar/event motion. NOT for in-person field events logistics, and NOT for generic lifecycle email (use email-sequence).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/webinar-marketing/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/webinar-marketing/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to mentions 'webinar,' 'virtual event,' 'online event,' 'live demo,' 'virtual summit,' 'workshop,' 'masterclass,' 'fireside chat.",
  "example_prompts": [
   "Can you help me mentions 'webinar,' 'virtual event,' 'online event,' 'live demo,' 'virtual summit,' 'workshop,'?",
   "Walk me through webinar marketing step by step",
   "What's the best way to approach webinar marketing for my project?"
  ],
  "keywords": [
   "webinar-marketing",
   "wants",
   "plan",
   "promote",
   "run",
   "improve",
   "webinar",
   "virtual",
   "event",
   "generate"
  ]
 },
 {
  "name": "x-twitter-growth",
  "description": "X/Twitter growth engine for building audience, crafting viral content, and analyzing engagement. Use when the user wants to grow on X/Twitter, write tweets or threads, analyze their X profile, research competitors on X, plan a posting strategy, or optimize engagement. Complements social-content (generic multi-platform) with X-specific depth: algorithm mechanics, thread engineering, reply strategy, profile optimization, and competitive intelligence via web search.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/x-twitter-growth/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/x-twitter-growth/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to grow on X/Twitter, write tweets or threads, analyze their X profile, research competitors on X, plan a posting strategy.",
  "example_prompts": [
   "Can you help me grow on X/Twitter, write tweets or threads, analyze their X profile?",
   "Walk me through x twitter growth step by step",
   "What's the best way to approach x twitter growth for my project?"
  ],
  "keywords": [
   "x-twitter-growth",
   "twitter",
   "growth",
   "engine",
   "building",
   "audience",
   "crafting",
   "viral",
   "content",
   "analyzing"
  ]
 },
 {
  "name": "youtube-full",
  "description": "Use when the user needs YouTube transcripts, video search, channel browsing, playlist extraction, or content monitoring. Trigger phrases: 'get the transcript for', 'search YouTube for', 'what are the latest videos on', 'list this playlist', 'monitor this channel', or any request involving a YouTube URL, video ID, or @handle. Do NOT use for downloading video or audio files, YouTube engagement data (likes, comments), or private/age-restricted videos.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/skills/youtube-full/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/skills/youtube-full/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to needs YouTube transcripts, video search, channel browsing, playlist extraction, or content monitoring.",
  "example_prompts": [
   "get the transcript for",
   "search YouTube for",
   "what are the latest videos on"
  ],
  "keywords": [
   "youtube-full",
   "needs",
   "youtube",
   "transcripts",
   "video",
   "search",
   "channel",
   "browsing",
   "playlist",
   "extraction"
  ]
 },
 {
  "name": "video-content-strategist",
  "description": "Use when planning video content strategy, writing video scripts, optimizing YouTube channels, building short-form video pipelines (Reels, TikTok, Shorts), or repurposing long-form content into video. Triggers: 'start a YouTube channel', 'video content strategy', 'write a video script', 'repurpose into video', 'YouTube SEO', 'short-form video'. NOT for written blog content (use content-production). NOT for social captions without video (use social-media-manager).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing-skill/video-content-strategist/skills/video-content-strategist/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/video-content-strategist/skills/video-content-strategist/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're planning video content strategy, writing video scripts, optimizing YouTube channels, building short-form video pipelines.",
  "example_prompts": [
   "start a YouTube channel",
   "video content strategy",
   "write a video script"
  ],
  "keywords": [
   "video-content-strategist",
   "planning",
   "video",
   "content",
   "strategy",
   "writing",
   "scripts",
   "optimizing",
   "youtube",
   "channels"
  ]
 },
 {
  "name": "landing",
  "description": "Generates a premium single-page HTML landing page with 3D CSS animations, GSAP scroll effects, and mouse-parallax depth. Forcing intake (product + elevator pitch, audience register, brand overrides, tone) locks down positioning before any copy or markup is written, so the page reflects the actual product rather than generic boilerplate. Use whenever the user says 'landing for X', 'create a landing page', 'build a landing page', 'make a landing page for X', 'I need a web page for Y', or provides product/service details and wants a polished website. Also triggers on 'promotional page', 'product page', 'one-pager', 'web presence', 'sales page'. Outputs a single self-contained HTML file (Claude Code) or HTML artifact (Claude.ai). Supports configurable brand colors via CSS custom property overrides.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing/landing/skills/landing/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing/landing/skills/landing/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want a flashy single-file HTML landing page with animations.",
  "example_prompts": [
   "landing for X",
   "create a landing page",
   "build a landing page"
  ],
  "keywords": [
   "landing",
   "generates",
   "premium",
   "single-page",
   "html",
   "page",
   "css",
   "animations",
   "gsap",
   "scroll"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "linkedin-analytics",
  "description": "Use when someone wants to understand their own LinkedIn numbers — which posts worked, why reach dropped, whether a pattern is real, or how to test a hypothesis. Triggers on \"why did my reach drop\", \"what's working on my LinkedIn\", \"analyze my posts\", \"do carousels do better for me\", \"should I test this\", \"LinkedIn analytics\". Reads your own exported post data, reports medians and outlier bands, tests candidate patterns against a permutation null, and sizes a real experiment — refusing to conclude anything below 10 posts.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing/linkedin/skills/linkedin-analytics/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing/linkedin/skills/linkedin-analytics/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to someone wants to understand their own LinkedIn numbers — which posts worked, why reach dropped, whether a pattern is real.",
  "example_prompts": [
   "why did my reach drop",
   "s working on my LinkedIn",
   "analyze my posts"
  ],
  "keywords": [
   "linkedin-analytics",
   "someone",
   "wants",
   "understand",
   "their",
   "own",
   "linkedin",
   "numbers",
   "which",
   "posts"
  ]
 },
 {
  "name": "linkedin-content",
  "description": "Use when someone wants to write, edit, or lint a LinkedIn post — a story, how-to, opinion piece, carousel script, video script, or poll — or wants an article, talk, or transcript repurposed into posts. Triggers on \"write a LinkedIn post\", \"is this hook any good\", \"review my post\", \"turn this into LinkedIn posts\", \"carousel\", \"what format should this be\". Lints posts 0-100 on mechanics, hook, integrity, and accessibility; picks the format the material actually supports; and splits long sources into standalone units with a reuse ledger.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing/linkedin/skills/linkedin-content/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing/linkedin/skills/linkedin-content/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you want to write or polish a LinkedIn post.",
  "example_prompts": [
   "write a LinkedIn post",
   "is this hook any good",
   "review my post"
  ],
  "keywords": [
   "linkedin-content",
   "someone",
   "wants",
   "write",
   "edit",
   "lint",
   "linkedin",
   "post",
   "story",
   "how-to"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "linkedin-engagement",
  "description": "Use when someone wants to grow reach through comments, replies, groups, or outreach on LinkedIn — a commenting roster, a connection request note, a DM or InMail, a networking plan, or a check on whether their outreach volume is safe. Triggers on \"who should I engage with\", \"write a connection request\", \"cold DM\", \"LinkedIn outreach\", \"networking strategy\", \"how many invites can I send\". Builds a weekly comment roster inside a real time budget, assembles one message at a time and refuses templates, and caps volume against LinkedIn's limits. Nothing is ever sent.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing/linkedin/skills/linkedin-engagement/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing/linkedin/skills/linkedin-engagement/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you want to someone wants to grow reach through comments, replies, groups, or outreach on LinkedIn — a commenting roster.",
  "example_prompts": [
   "who should I engage with",
   "write a connection request",
   "cold DM"
  ],
  "keywords": [
   "linkedin-engagement",
   "someone",
   "wants",
   "grow",
   "reach",
   "through",
   "comments",
   "replies",
   "groups",
   "outreach"
  ]
 },
 {
  "name": "linkedin-profile",
  "description": "Use when someone wants their LinkedIn profile audited or rewritten — headline, About section, experience bullets, Featured, banner, recommendations — or says \"fix my headline\", \"my profile gets views but nothing happens\", \"optimize my LinkedIn profile\", \"what should my About section say\". Scores the headline on five dimensions, audits the whole profile 0-100 and ranks fixes by points per hour, and assembles an About section that survives the \"…see more\" fold.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing/linkedin/skills/linkedin-profile/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing/linkedin/skills/linkedin-profile/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you want to someone wants their LinkedIn profile audited or rewritten — headline, About section, experience bullets, Featured, banner.",
  "example_prompts": [
   "fix my headline",
   "my profile gets views but nothing happens",
   "optimize my LinkedIn profile"
  ],
  "keywords": [
   "linkedin-profile",
   "someone",
   "wants",
   "their",
   "linkedin",
   "profile",
   "audited",
   "rewritten",
   "headline",
   "about"
  ]
 },
 {
  "name": "linkedin-skills",
  "description": "Use when someone wants to grow an organic LinkedIn presence — a content strategy for a career change or consulting or thought leadership, a rewritten profile or headline, post drafts and hooks, a posting cadence or newsletter plan, connection notes and outreach, a commenting strategy, repurposing an article or talk into posts, or a read on why their reach dropped. Triggers on \"grow my LinkedIn\", \"fix my headline\", \"write a LinkedIn post\", \"what should I post about\", \"LinkedIn strategy\", \"connection request\", \"my reach dropped\". Forks context to route to one of five sub-skills, and refuses automation, scraping, pods, and bulk DMs before any drafting starts.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing/linkedin/skills/linkedin-skills/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing/linkedin/skills/linkedin-skills/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to someone wants to grow an organic LinkedIn presence — a content strategy for a career change or consulting.",
  "example_prompts": [
   "grow my LinkedIn",
   "fix my headline",
   "write a LinkedIn post"
  ],
  "keywords": [
   "linkedin-skills",
   "someone",
   "wants",
   "grow",
   "organic",
   "linkedin",
   "presence",
   "content",
   "strategy",
   "career"
  ]
 },
 {
  "name": "linkedin-strategy",
  "description": "Use when someone needs a LinkedIn plan rather than a post — content pillars, positioning for a career change or consulting or thought leadership, a sustainable posting cadence, or a newsletter decision. Triggers on \"what should I post about\", \"how often should I post\", \"LinkedIn content strategy\", \"should I start a LinkedIn newsletter\", \"grow my following\", \"90-day plan\". Validates the positioning brief, sizes the week against real hours and refuses a plan that will not survive week five, and gates a newsletter against eligibility and a six-month cadence commitment.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "marketing/linkedin/skills/linkedin-strategy/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/marketing/linkedin/skills/linkedin-strategy/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want a LinkedIn plan, like what to post and how often.",
  "example_prompts": [
   "what should I post about",
   "how often should I post",
   "LinkedIn content strategy"
  ],
  "keywords": [
   "linkedin-strategy",
   "someone",
   "needs",
   "linkedin",
   "plan",
   "rather",
   "than",
   "post",
   "content",
   "pillars"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "agile-product-owner",
  "description": "Agile product ownership for backlog management and sprint execution. Covers user story writing, acceptance criteria, sprint planning, and velocity tracking. Use when writing user stories, creating acceptance criteria, planning sprints, estimating story points, breaking down epics, or prioritizing the backlog.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "product-team/agile-product-owner/skills/agile-product-owner/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/product-team/agile-product-owner/skills/agile-product-owner/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you're writing user stories, creating acceptance criteria, planning sprints, estimating story points, breaking down epics.",
  "example_prompts": [
   "Help me with writing user stories, creating acceptance criteria, planning sprints, estimating story points",
   "Walk me through agile product owner step by step",
   "What's the best way to approach agile product owner for my project?"
  ],
  "keywords": [
   "agile-product-owner",
   "agile",
   "product",
   "ownership",
   "backlog",
   "management",
   "sprint",
   "execution",
   "covers",
   "story"
  ]
 },
 {
  "name": "apple-hig-expert",
  "description": "Audits and designs iOS/macOS/watchOS/visionOS interfaces against the Apple Human Interface Guidelines, including the Liquid Glass design language (announced WWDC25, shipped with iOS 26/macOS Tahoe, Sept 2025). Use when reviewing an Apple-platform mockup or app for HIG compliance, checking contrast or tap-target sizes, or designing native-feeling Apple UI (e.g., 'audit my iOS app against the HIG', 'is this text readable on Liquid Glass?').",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "product-team/apple-hig-expert/skills/apple-hig-expert/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/product-team/apple-hig-expert/skills/apple-hig-expert/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're designing an iPhone, Mac or Apple Watch app and want it to follow Apple's design guidelines.",
  "example_prompts": [
   "audit my iOS app against the HIG",
   "is this text readable on Liquid Glass?"
  ],
  "keywords": [
   "apple-hig-expert",
   "audits",
   "designs",
   "ios",
   "macos",
   "watchos",
   "visionos",
   "interfaces",
   "against",
   "apple"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "code-to-prd",
  "description": "Reverse-engineer any codebase into a complete Product Requirements Document (PRD). Analyzes routes, components, state management, API integrations, and user interactions to produce business-readable documentation detailed enough for engineers or AI agents to fully reconstruct every page and endpoint. Works with frontend frameworks (React, Vue, Angular, Svelte, Next.js, Nuxt), backend frameworks (NestJS, Django, Express, FastAPI), and fullstack applications. Use when users mention: generate PRD, reverse-engineer requirements, code to documentation, extract product specs from code, document page logic, analyze page fields and interactions, create a functional inventory, write requirements from an existing codebase, document API endpoints, or analyze backend routes.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "product-team/code-to-prd/skills/code-to-prd/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/product-team/code-to-prd/skills/code-to-prd/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you have an existing codebase and want a product requirements document written from it.",
  "example_prompts": [
   "Can you help me mention: generate PRD, reverse-engineer requirements, code to documentation, extract product specs?",
   "Walk me through code to prd step by step",
   "What's the best way to approach code to prd for my project?"
  ],
  "keywords": [
   "code-to-prd",
   "reverse-engineer",
   "codebase",
   "into",
   "complete",
   "product",
   "requirements",
   "document",
   "prd",
   "analyzes"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "research-summarizer",
  "description": "Structured research summarization agent skill for non-dev users. Handles academic papers, web articles, reports, and documentation. Extracts key findings, generates comparative analyses, and produces properly formatted citations. Use when: user wants to summarize a research paper, compare multiple sources, extract citations from documents, or create structured research briefs. Plugin for Claude Code, Codex, Gemini CLI, and OpenClaw.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "product-team/research-summarizer/skills/research-summarizer/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/product-team/research-summarizer/skills/research-summarizer/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when : user wants to summarize a research paper, compare multiple sources, extract citations from documents.",
  "example_prompts": [
   "I need help with : user wants to summarize a research paper, compare multiple sources",
   "Walk me through research summarizer step by step",
   "What's the best way to approach research summarizer for my project?"
  ],
  "keywords": [
   "research-summarizer",
   "structured",
   "research",
   "summarization",
   "agent",
   "non-dev",
   "users",
   "handles",
   "academic",
   "papers"
  ]
 },
 {
  "name": "competitive-teardown",
  "description": "Analyzes competitor products and companies by synthesizing data from pricing pages, app store reviews, job postings, SEO signals, and social media into structured competitive intelligence. Produces feature comparison matrices scored across 12 dimensions, SWOT analyses, positioning maps, UX audits, pricing model breakdowns, action item roadmaps, and stakeholder presentation templates. Use when conducting competitor analysis, comparing products against competitors, researching the competitive landscape, building battle cards for sales, preparing for a product strategy or roadmap session, responding to a competitor's new feature or pricing change, or performing a quarterly competitive review.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "product-team/skills/competitive-teardown/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/product-team/skills/competitive-teardown/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're conducting competitor analysis, comparing products against competitors, researching the competitive landscape.",
  "example_prompts": [
   "Help me with conducting competitor analysis, comparing products against competitors, researching the competitive landscape",
   "Walk me through competitive teardown step by step",
   "What's the best way to approach competitive teardown for my project?"
  ],
  "keywords": [
   "competitive-teardown",
   "analyzes",
   "competitor",
   "products",
   "companies",
   "synthesizing",
   "data",
   "pricing",
   "pages",
   "app"
  ]
 },
 {
  "name": "experiment-designer",
  "description": "Use when planning product experiments, writing testable hypotheses, estimating sample size, prioritizing tests, or interpreting A/B outcomes with practical statistical rigor.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "product-team/skills/experiment-designer/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/product-team/skills/experiment-designer/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're planning product experiments, writing testable hypotheses, estimating sample size, prioritizing tests.",
  "example_prompts": [
   "Help me with planning product experiments, writing testable hypotheses, estimating sample size, prioritizing tests",
   "Walk me through experiment designer step by step",
   "What's the best way to approach experiment designer for my project?"
  ],
  "keywords": [
   "experiment-designer",
   "planning",
   "product",
   "experiments",
   "writing",
   "testable",
   "hypotheses",
   "estimating",
   "sample",
   "size"
  ]
 },
 {
  "name": "landing-page-generator",
  "description": "Generates high-converting landing pages as complete Next.js/React (TSX) components with Tailwind CSS. Creates hero sections, feature grids, pricing tables, FAQ accordions, testimonial blocks, and CTA sections using proven copy frameworks (PAS, AIDA, BAB). Outputs SEO meta tags, structured data, and performance-optimised code targeting Core Web Vitals (LCP < 1s, CLS < 0.1). Use when the user asks to create a landing page, marketing page, homepage, single-page site, lead capture page, campaign page, promo page, or conversion-optimised web page — or when they want to A/B test landing page variants or replace a static page with one designed to convert.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "product-team/skills/landing-page-generator/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/product-team/skills/landing-page-generator/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want a ready-made landing page built in React/Next.js with Tailwind.",
  "example_prompts": [
   "Can you help me create a landing page, marketing page, homepage, single-page site, lead capture?",
   "Walk me through landing page generator step by step",
   "What's the best way to approach landing page generator for my project?"
  ],
  "keywords": [
   "landing-page-generator",
   "generates",
   "high-converting",
   "landing",
   "pages",
   "complete",
   "next",
   "react",
   "tsx",
   "components"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "product-analytics",
  "description": "Use when defining product KPIs, building metric dashboards, running cohort or retention analysis, or interpreting feature adoption trends across product stages.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "product-team/skills/product-analytics/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/product-team/skills/product-analytics/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to define product metrics, build dashboards or look at retention and feature usage.",
  "example_prompts": [
   "Help me with defining product KPIs, building metric dashboards, running cohort or retention analysis",
   "Walk me through product analytics step by step",
   "What's the best way to approach product analytics for my project?"
  ],
  "keywords": [
   "product-analytics",
   "defining",
   "product",
   "kpis",
   "building",
   "metric",
   "dashboards",
   "running",
   "cohort",
   "retention"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "product-discovery",
  "description": "Use when validating product opportunities, mapping assumptions, planning discovery sprints, or testing problem-solution fit before committing delivery resources.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "product-team/skills/product-discovery/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/product-team/skills/product-discovery/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you're validating product opportunities, mapping assumptions, planning discovery sprints.",
  "example_prompts": [
   "Help me with validating product opportunities, mapping assumptions, planning discovery sprints",
   "Walk me through product discovery step by step",
   "What's the best way to approach product discovery for my project?"
  ],
  "keywords": [
   "product-discovery",
   "validating",
   "product",
   "opportunities",
   "mapping",
   "assumptions",
   "planning",
   "discovery",
   "sprints",
   "testing"
  ]
 },
 {
  "name": "product-manager-toolkit",
  "description": "Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use when prioritizing features, synthesizing user research, writing requirement documentation, or developing product strategy.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "product-team/skills/product-manager-toolkit/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/product-team/skills/product-manager-toolkit/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you're prioritizing features, synthesizing user research, writing requirement documentation, or developing product strategy.",
  "example_prompts": [
   "Help me with prioritizing features, synthesizing user research, writing requirement documentation, or developing product",
   "Walk me through product manager toolkit step by step",
   "What's the best way to approach product manager toolkit for my project?"
  ],
  "keywords": [
   "product-manager-toolkit",
   "comprehensive",
   "toolkit",
   "product",
   "managers",
   "including",
   "rice",
   "prioritization",
   "customer",
   "interview"
  ]
 },
 {
  "name": "product-skills",
  "description": "Use when coordinating product work across the 12 bundled product sub-skills (RICE, OKRs, UX research, design tokens, competitive teardown, analytics, experiments, discovery, roadmaps, spec-to-repo, landing pages, SaaS scaffolding) or the 4 standalone product-team plugins (user stories, Apple HIG, code-to-PRD, research summarizer). Triggers on 'help me prioritize', 'plan a product experiment', 'we ship features nobody uses', 'run the discovery loop', 'is our OST sound'. Forks context to route to one sub-skill via a deterministic signal router and returns a digest; can also drive a continuous-discovery loop (Torres cadence tracker + OST linter as machine gates) or a full goal→plan→execute→verify→close run through the repo-wide agent-harness. Distinct from project-management (how to deliver vs what to build), marketing/landing (from-scratch pages), and engineering/agent-harness (the generic loop engine this orchestrator plugs into).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "product-team/skills/product-skills/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/product-team/skills/product-skills/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're coordinating product work across the 12 bundled product sub-skills or the 4 standalone product-team plugins.",
  "example_prompts": [
   "help me prioritize",
   "plan a product experiment",
   "we ship features nobody uses"
  ],
  "keywords": [
   "product-skills",
   "coordinating",
   "product",
   "work",
   "across",
   "bundled",
   "sub-skills",
   "rice",
   "okrs",
   "research"
  ]
 },
 {
  "name": "product-strategist",
  "description": "Strategic product leadership toolkit for Head of Product covering OKR cascade generation, quarterly planning, competitive landscape analysis, product vision documents, and team scaling proposals. Use when creating quarterly OKR documents, defining product goals or KPIs, building product roadmaps, running competitive analysis, drafting team structure or hiring plans, aligning product strategy across engineering and design, or generating cascaded goal hierarchies from company to team level.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "product-team/skills/product-strategist/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/product-team/skills/product-strategist/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you're doing product planning, like OKRs, a product vision or a competitive landscape.",
  "example_prompts": [
   "Help me with creating quarterly OKR documents, defining product goals or KPIs, building product",
   "Walk me through product strategist step by step",
   "What's the best way to approach product strategist for my project?"
  ],
  "keywords": [
   "product-strategist",
   "strategic",
   "product",
   "leadership",
   "toolkit",
   "head",
   "covering",
   "okr",
   "cascade",
   "generation"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "roadmap-communicator",
  "description": "Use when preparing roadmap narratives, release notes, changelogs, or stakeholder updates tailored for executives, engineering teams, and customers.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "product-team/skills/roadmap-communicator/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/product-team/skills/roadmap-communicator/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you're preparing roadmap narratives, release notes, changelogs, or stakeholder updates tailored for executives, engineering teams.",
  "example_prompts": [
   "Help me with preparing roadmap narratives, release notes, changelogs, or stakeholder updates tailored",
   "Walk me through roadmap communicator step by step",
   "What's the best way to approach roadmap communicator for my project?"
  ],
  "keywords": [
   "roadmap-communicator",
   "preparing",
   "roadmap",
   "narratives",
   "release",
   "notes",
   "changelogs",
   "stakeholder",
   "updates",
   "tailored"
  ]
 },
 {
  "name": "saas-scaffolder",
  "description": "Generates complete, production-ready SaaS project boilerplate including authentication, database schemas, billing integration, API routes, and a working dashboard using Next.js 14+ App Router, TypeScript, Tailwind CSS, shadcn/ui, Drizzle ORM, and Stripe. Use when the user wants to create a new SaaS app, start a subscription-based web project, scaffold a Next.js application, or mentions terms like starter template, boilerplate, new project, or wiring up auth and payments.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "product-team/skills/saas-scaffolder/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/product-team/skills/saas-scaffolder/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want a starter SaaS app with login, database, billing and a dashboard already set up.",
  "example_prompts": [
   "Can you help me create a new SaaS app, start a subscription-based web project, scaffold?",
   "Walk me through saas scaffolder step by step",
   "What's the best way to approach saas scaffolder for my project?"
  ],
  "keywords": [
   "saas-scaffolder",
   "generates",
   "complete",
   "production-ready",
   "saas",
   "project",
   "boilerplate",
   "including",
   "authentication",
   "database"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "spec-to-repo",
  "description": "Use when the user says 'build me an app', 'create a project from this spec', 'scaffold a new repo', 'generate a starter', 'turn this idea into code', 'bootstrap a project', 'I have requirements and need a codebase', or provides a natural-language project specification and expects a complete, runnable repository. Stack-agnostic: Next.js, FastAPI, Rails, Go, Rust, Flutter, and more.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "product-team/skills/spec-to-repo/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/product-team/skills/spec-to-repo/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you have an app idea or spec and want Claude to set up a starter project.",
  "example_prompts": [
   "build me an app",
   "create a project from this spec",
   "scaffold a new repo"
  ],
  "keywords": [
   "spec-to-repo",
   "says",
   "build",
   "app",
   "create",
   "project",
   "spec",
   "scaffold",
   "new",
   "repo"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "ui-design-system",
  "description": "UI design system toolkit for Senior UI Designer including design token generation, component documentation, responsive design calculations, and developer handoff tools. Use when creating design systems, generating design tokens, maintaining visual consistency, or facilitating design-dev collaboration and developer handoff.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "product-team/skills/ui-design-system/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/product-team/skills/ui-design-system/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want a consistent UI design system with colors, spacing and reusable components.",
  "example_prompts": [
   "Help me with creating design systems, generating design tokens, maintaining visual consistency",
   "Walk me through ui design system step by step",
   "What's the best way to approach ui design system for my project?"
  ],
  "keywords": [
   "ui-design-system",
   "design",
   "system",
   "toolkit",
   "senior",
   "designer",
   "including",
   "token",
   "generation",
   "component"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "ux-researcher-designer",
  "description": "UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use when conducting user research, creating personas, mapping user journeys, planning usability tests, or validating designs.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "product-team/skills/ux-researcher-designer/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/product-team/skills/ux-researcher-designer/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're conducting user research, creating personas, mapping user journeys, planning usability tests, or validating designs.",
  "example_prompts": [
   "Help me with conducting user research, creating personas, mapping user journeys, planning usability tests",
   "Walk me through ux researcher designer step by step",
   "What's the best way to approach ux researcher designer for my project?"
  ],
  "keywords": [
   "ux-researcher-designer",
   "research",
   "design",
   "toolkit",
   "senior",
   "designer",
   "researcher",
   "including",
   "data-driven",
   "persona"
  ]
 },
 {
  "name": "andreessen",
  "description": "Marc Andreessen-mode decision and productivity skill. A blunt, market-first operator that pressure-tests ideas, ventures, features, and career bets through Andreessen's actual frameworks — market dominates team and product; the only milestone that matters is product/market fit; bias to build over deliberate. Use when the user says 'andreessen', 'pmarca mode', 'should I build this', 'is there a market', 'are we at product/market fit', 'pmf check', 'pressure-test this idea', 'be brutal about this venture', 'market-first take', or wants a no-disclaimers, no-hedging, confidence-leveled verdict on whether something is worth pursuing. Also provides the 3x5-card + Anti-Todo personal productivity routine. Runs on a fixed anti-sycophancy operating prompt: leads with the strongest counterargument, never validates premises, uses explicit confidence levels, never apologizes for disagreeing. Not for polite brainstorming — this skill exists to tell you the market is dead when it is.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "productivity/andreessen/skills/andreessen/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/productivity/andreessen/skills/andreessen/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to says 'andreessen', 'pmarca mode', 'should I build this', 'is there a market', 'are we at product/market fit', 'pmf check'.",
  "example_prompts": [
   "pmarca mode",
   "should I build this",
   "is there a market"
  ],
  "keywords": [
   "andreessen",
   "marc",
   "andreessen-mode",
   "decision",
   "productivity",
   "blunt",
   "market-first",
   "operator",
   "pressure-tests",
   "ideas"
  ]
 },
 {
  "name": "capture",
  "description": "Captures and organizes chaotic brain dumps into a structured, actionable system with zero information loss. Use this skill whenever the user says 'capture this', 'brain dump', 'let me dump some ideas', 'I've got a bunch of thoughts', 'here's everything on my mind', 'idea dump', 'let me get this out of my head', 'I need to organize my thoughts', 'here's what I'm thinking', or any variation where someone is unloading a messy stream of ideas, tasks, thoughts, and plans wanting them turned into something coherent. Also trigger when the user pastes or dictates a long, unstructured block of mixed ideas — even without the exact phrase — the intent is the same. Fast-to-action by design: no upfront intake. Output is four sections (Projects/Ideas, Tasks, Connections, How I Can Help) ending with a directive question. Asks at most one mid-organization clarifying question when a single item is genuinely ambiguous between task and project.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "productivity/capture/skills/capture/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/productivity/capture/skills/capture/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to says 'capture this', 'brain dump', 'let me dump some ideas', 'I've got a bunch of thoughts', 'here's everything on my mind'.",
  "example_prompts": [
   "capture this",
   "brain dump",
   "let me dump some ideas"
  ],
  "keywords": [
   "capture",
   "captures",
   "organizes",
   "chaotic",
   "brain",
   "dumps",
   "into",
   "structured",
   "actionable",
   "system"
  ]
 },
 {
  "name": "deep-work",
  "description": "Use when someone wants to plan a deep work day, time-block their calendar or task list, budget or cut shallow work, protect focus hours, track deep-work sessions and streaks, run an end-of-day shutdown ritual, or says \"/deep-work\" or \"/time-block\". Classifies tasks deep vs shallow, builds an energy-first time-blocked schedule that refuses deep demand past the 4-hour ceiling, batches shallow work into at most two windows, and logs focus sessions against a weekly target.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "productivity/deep-work/skills/deep-work/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/productivity/deep-work/skills/deep-work/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to plan a focused work day and protect time from distractions.",
  "example_prompts": [
   "Can you help me someone wants to plan a deep work day, time-block their calendar?",
   "Walk me through deep work step by step",
   "What's the best way to approach deep work for my project?"
  ],
  "keywords": [
   "deep-work",
   "someone",
   "wants",
   "plan",
   "deep",
   "work",
   "day",
   "time-block",
   "their",
   "calendar"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "inbox-setup",
  "description": "One-time setup skill that builds a personalized inbox triage knowledge base via interactive interview. Interviews the user about their email patterns, business context, reply style, and priorities using grill-me discipline (one question at a time, forcing format where possible, dependency-ordered, each question explains why I'm asking), then generates the knowledge base files that power the companion 'inbox-triage' skill. Run this once before using inbox-triage for the first time. Re-run when business, pricing, or priorities change significantly. Triggers: 'set up my inbox', 'configure inbox triage', 'set up my email system', 'configure email triage', 'build my email knowledge base', 'initialize email management', 'set up inbox triage', 'onboard email triage', or any variation where someone wants to get the email triage system running for the first time.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "productivity/email/skills/inbox-setup/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/productivity/email/skills/inbox-setup/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it for one-time setup skill that builds a personalized inbox triage knowledge base via interactive interview.",
  "example_prompts": [
   "set up my inbox",
   "configure inbox triage",
   "set up my email system"
  ],
  "keywords": [
   "inbox-setup",
   "one-time",
   "setup",
   "builds",
   "personalized",
   "inbox",
   "triage",
   "knowledge",
   "base",
   "via"
  ]
 },
 {
  "name": "inbox-triage",
  "description": "Runs a full inbox triage using the knowledge base created by the 'inbox-setup' skill. Light-intake by design (most invocations skip questions and run with KB-default preferences); asks at most 2 grill-me override questions when invocation is outside normal cadence or includes category-skip intent. Searches recent emails, classifies them via the user's taxonomy, researches new senders, generates recommendations, drafts replies (NEVER sends), delivers a report in the user's preferred format, and updates the knowledge base with learnings. Designed to run on a recurring schedule (1-3x daily) or on demand. Use when the user wants their inbox processed, in any variation (e.g., 'triage my inbox', 'inbox triage', 'check my email', 'run email triage', 'process my inbox', 'what's new in my email', 'handle my email', 'email triage'). Requires the inbox-setup skill to have been run first.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "productivity/email/skills/inbox-triage/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/productivity/email/skills/inbox-triage/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to wants their inbox processed, in any variation.",
  "example_prompts": [
   "triage my inbox",
   "inbox triage",
   "check my email"
  ],
  "keywords": [
   "inbox-triage",
   "runs",
   "full",
   "inbox",
   "triage",
   "using",
   "knowledge",
   "base",
   "created",
   "inbox-setup"
  ]
 },
 {
  "name": "fable-goal",
  "description": "Convert a rambling description of a desired outcome into one polished, autonomous /goal prompt ready to paste into a fresh session. Use when the user says \"/fable-goal\", \"turn this into a goal prompt\", \"write me a fable prompt\", \"write the prompt that builds X\", or rambles about something they want made and asks for the prompt that makes it happen. The output is a single copy-paste prompt, never the build itself. Do NOT use when the user wants the thing built right now in this session — only when they want the PROMPT that will make it happen in a fresh session.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "productivity/fable-goal/skills/fable-goal/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/productivity/fable-goal/skills/fable-goal/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you want to says \"/fable-goal\", \"turn this into a goal prompt\", \"write me a fable prompt\", \"write the prompt that builds X\".",
  "example_prompts": [
   "turn this into a goal prompt",
   "write me a fable prompt",
   "write the prompt that builds X"
  ],
  "keywords": [
   "fable-goal",
   "convert",
   "rambling",
   "description",
   "desired",
   "outcome",
   "into",
   "one",
   "polished",
   "autonomous"
  ]
 },
 {
  "name": "meetings",
  "description": "Use when someone wants to decide whether a meeting is worth calling, price a meeting in dollars, build a timeboxed agenda with desired outcomes, or turn messy meeting notes into owned action items — or says \"should this be a meeting\", \"/cs:meeting-prep\", or \"/cs:meeting-actions\". Runs a cost gate (ASYNC / NOT-READY / MEET), builds a decision-first agenda, and extracts an owner + due-date checklist that flags every orphan.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "productivity/meetings/skills/meetings/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/productivity/meetings/skills/meetings/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to someone wants to decide whether a meeting is worth calling, price a meeting in dollars.",
  "example_prompts": [
   "Can you help me someone wants to decide whether a meeting is worth calling, price?",
   "Walk me through meetings step by step",
   "What's the best way to approach meetings for my project?"
  ],
  "keywords": [
   "meetings",
   "someone",
   "wants",
   "decide",
   "whether",
   "meeting",
   "worth",
   "calling",
   "price",
   "dollars"
  ]
 },
 {
  "name": "reflect",
  "description": "Mid-conversation reflection skill that pauses execution and zooms out from detail-mode to honestly reassess direction, assumptions, and bias. Use when the user says 'reflect', 'take a step back', 'step back', 'zoom out', 'are we missing something', 'bigger picture', 'sanity check this', 'are we on track', 'are we overthinking this', 'forest for the trees', or any variation signaling intent to break out of detail-mode and reassess. Also trigger when the conversation has gone deep on implementation details without strategic check-in, or when the user shows signs of being stuck — that's often a signal the framing needs a reset, not more detail work. Intentionally low-intake: runs the 5-dimension analysis immediately when prior context is rich enough; asks one forcing clarifier only when invocation context is too thin to reassess from.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "productivity/reflect/skills/reflect/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/productivity/reflect/skills/reflect/SKILL.md",
  "category": "productivity",
  "when_to_use": "Use it when you want to says 'reflect', 'take a step back', 'step back', 'zoom out', 'are we missing something', 'bigger picture'.",
  "example_prompts": [
   "take a step back",
   "step back",
   "zoom out"
  ],
  "keywords": [
   "reflect",
   "mid-conversation",
   "reflection",
   "pauses",
   "execution",
   "zooms",
   "out",
   "detail-mode",
   "honestly",
   "reassess"
  ]
 },
 {
  "name": "roast",
  "description": "Use when someone asks to roast an idea, pressure-test or stress-test an idea, validate a business idea, \"convene the panel\", get a brutal second opinion before building something, or says \"/roast\". Spins up a 5-angle panel (Critic, Champion, Analyst, Investigator, Customer) that attacks the idea from every angle, then a Judge returns one GO / RESHAPE / KILL verdict with the cheapest test to de-risk it.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "productivity/roast/skills/roast/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/productivity/roast/skills/roast/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to someone asks to roast an idea, pressure-test or stress-test an idea, validate a business idea, \"convene the panel\".",
  "example_prompts": [
   "Can you help me someone asks to roast an idea, pressure-test or stress-test an idea?",
   "Walk me through roast step by step",
   "What's the best way to approach roast for my project?"
  ],
  "keywords": [
   "roast",
   "someone",
   "asks",
   "idea",
   "pressure-test",
   "stress-test",
   "validate",
   "business",
   "convene",
   "panel"
  ]
 },
 {
  "name": "swedish-mentor",
  "description": "Mentor Swedish language learners by selecting YouTube video clips and podcast episodes by CEFR level and skill (listening, reading, writing, speaking), and building a simple learning path. Use when the user asks about a Swedish learning path, YouTube clips or podcasts for Swedish, SFI videos, level assessment for svenska, or requests for Peter SFI / Lätt Svenska med Oskar / Radio Sweden på lätt svenska / Klartext-style recommendations.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "productivity/swedish-mentor/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/productivity/swedish-mentor/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you want to asks about a Swedish learning path, YouTube clips or podcasts for Swedish, SFI videos, level assessment for svenska.",
  "example_prompts": [
   "Can you help me asks about a Swedish learning path, YouTube clips or podcasts?",
   "Walk me through swedish mentor step by step",
   "What's the best way to approach swedish mentor for my project?"
  ],
  "keywords": [
   "swedish-mentor",
   "mentor",
   "swedish",
   "language",
   "learners",
   "selecting",
   "youtube",
   "video",
   "clips",
   "podcast"
  ]
 },
 {
  "name": "weekly-review",
  "description": "Use when someone wants to run a weekly review, close open loops, audit stalled projects and commitments, get their system back to trusted, restart a lapsed review habit, or says \"/cs:weekly-review\". Walks David Allen's three-phase loop — GET CLEAR, GET CURRENT, GET CREATIVE — with deterministic scripts that inventory open loops, gate the checklist with named gaps, and score commitment health 0-100.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "productivity/weekly-review/skills/weekly-review/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/productivity/weekly-review/skills/weekly-review/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to someone wants to run a weekly review, close open loops, audit stalled projects and commitments.",
  "example_prompts": [
   "Can you help me someone wants to run a weekly review, close open loops, audit?",
   "Walk me through weekly review step by step",
   "What's the best way to approach weekly review for my project?"
  ],
  "keywords": [
   "weekly-review",
   "someone",
   "wants",
   "run",
   "weekly",
   "review",
   "close",
   "open",
   "loops",
   "audit"
  ]
 },
 {
  "name": "atlassian-admin",
  "description": "Atlassian Administrator for managing and organizing Atlassian products (Jira, Confluence, Bitbucket, Trello), users, permissions, security, integrations, system configuration, and org-wide governance. Use when asked to add users to Jira, change Confluence permissions, configure access control, update admin settings, manage Atlassian groups, set up SSO, install marketplace apps, review security policies, or handle any org-wide Atlassian administration task.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "project-management/skills/atlassian-admin/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/project-management/skills/atlassian-admin/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to asked to add users to Jira, change Confluence permissions, configure access control, update admin settings.",
  "example_prompts": [
   "Can you help me asked to add users to Jira, change Confluence permissions, configure access?",
   "Walk me through atlassian admin step by step",
   "What's the best way to approach atlassian admin for my project?"
  ],
  "keywords": [
   "atlassian-admin",
   "atlassian",
   "administrator",
   "managing",
   "organizing",
   "products",
   "jira",
   "confluence",
   "bitbucket",
   "trello"
  ]
 },
 {
  "name": "atlassian-templates",
  "description": "Atlassian Template and Files Creator/Modifier expert for creating, modifying, and managing Jira and Confluence templates, blueprints, custom layouts, reusable components, and standardized content structures. Use when building org-wide templates, custom blueprints, page layouts, and automated content generation.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "project-management/skills/atlassian-templates/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/project-management/skills/atlassian-templates/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you're building org-wide templates, custom blueprints, page layouts, and automated content generation.",
  "example_prompts": [
   "Help me with building org-wide templates, custom blueprints, page layouts, and automated content generation",
   "Walk me through atlassian templates step by step",
   "What's the best way to approach atlassian templates for my project?"
  ],
  "keywords": [
   "atlassian-templates",
   "atlassian",
   "template",
   "files",
   "creator",
   "modifier",
   "expert",
   "creating",
   "modifying",
   "managing"
  ]
 },
 {
  "name": "confluence-expert",
  "description": "Atlassian Confluence expert for creating and managing spaces, knowledge bases, and documentation. Configures space permissions and hierarchies, creates page templates with macros, sets up documentation taxonomies, designs page layouts, and manages content governance. Use when users need to build or restructure a Confluence space, design page hierarchies with permission structures, author or standardise documentation templates, embed Jira reports in pages, run knowledge base audits, or establish documentation standards and collaborative workflows.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "project-management/skills/confluence-expert/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/project-management/skills/confluence-expert/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to build or restructure a Confluence space, design page hierarchies with permission structures, author.",
  "example_prompts": [
   "Can you help me build or restructure a Confluence space, design page hierarchies with permission?",
   "Walk me through confluence expert step by step",
   "What's the best way to approach confluence expert for my project?"
  ],
  "keywords": [
   "confluence-expert",
   "atlassian",
   "confluence",
   "expert",
   "creating",
   "managing",
   "spaces",
   "knowledge",
   "bases",
   "documentation"
  ]
 },
 {
  "name": "jira-expert",
  "description": "Atlassian Jira expert for creating and managing projects, planning, product discovery, JQL queries, workflows, custom fields, automation, reporting, and all Jira features. Use when setting up or configuring Jira projects, writing JQL and advanced searches, creating dashboards, designing workflows, or performing technical Jira operations.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "project-management/skills/jira-expert/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/project-management/skills/jira-expert/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're setting up or configuring Jira projects, writing JQL and advanced searches, creating dashboards, designing workflows.",
  "example_prompts": [
   "Help me with setting up or configuring Jira projects, writing JQL and advanced searches",
   "Walk me through jira expert step by step",
   "What's the best way to approach jira expert for my project?"
  ],
  "keywords": [
   "jira-expert",
   "atlassian",
   "jira",
   "expert",
   "creating",
   "managing",
   "projects",
   "planning",
   "product",
   "discovery"
  ]
 },
 {
  "name": "meeting-analyzer",
  "description": "Analyzes meeting transcripts and recordings to surface behavioral patterns, communication anti-patterns, and actionable coaching feedback. Use this skill whenever the user uploads or points to meeting transcripts (.txt, .md, .vtt, .srt, .docx), asks about their communication habits, wants feedback on how they run meetings, requests speaking ratio analysis, mentions filler words or conflict avoidance, or wants to compare their communication across time periods. Also trigger when users mention tools like Granola, Otter, Fireflies, or Zoom transcripts. Even if the user just says \"look at my meetings\" or \"how do I come across in meetings\" — use this skill.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "project-management/skills/meeting-analyzer/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/project-management/skills/meeting-analyzer/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to uploads or points to meeting transcripts , asks about their communication habits, wants feedback on how they run meetings.",
  "example_prompts": [
   "look at my meetings",
   "how do I come across in meetings"
  ],
  "keywords": [
   "meeting-analyzer",
   "analyzes",
   "meeting",
   "transcripts",
   "recordings",
   "surface",
   "behavioral",
   "patterns",
   "communication",
   "anti-patterns"
  ]
 },
 {
  "name": "pm-skills",
  "description": "Use when coordinating project-delivery work across the 8 project-management sub-skills — sprint/velocity analytics, portfolio health, Jira/JQL, Confluence, Atlassian admin, templates, meeting analysis, team comms. Triggers on 'our sprints feel off', 'project health report', 'audit our Jira permissions', 'when will it be done', 'run the delivery loop'. Forks context to route to one sub-skill via a deterministic signal router and returns a digest; can also drive a full goal→plan→execute→verify→close delivery loop through the repo-wide agent-harness with Jira MCP data bridged into the domain's analytics tools. Distinct from product-team (what to build vs how to deliver it), business-operations (internal ops), and engineering/agent-harness (the generic loop engine this orchestrator plugs into).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "project-management/skills/pm-skills/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/project-management/skills/pm-skills/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you're coordinating project-delivery work across the 8 project-management sub-skills — sprint/velocity analytics, portfolio health.",
  "example_prompts": [
   "our sprints feel off",
   "project health report",
   "audit our Jira permissions"
  ],
  "keywords": [
   "pm-skills",
   "coordinating",
   "project-delivery",
   "work",
   "across",
   "project-management",
   "sub-skills",
   "sprint",
   "velocity",
   "analytics"
  ]
 },
 {
  "name": "scrum-master",
  "description": "Advanced Scrum Master skill for data-driven agile team analysis and coaching. Use when the user asks about sprint planning, velocity tracking, retrospectives, standup facilitation, backlog grooming, story points, burndown charts, blocker resolution, or agile team health. Runs Python scripts to analyse sprint JSON exports from Jira or similar tools: velocity_analyzer.py for Monte Carlo sprint forecasting, sprint_health_scorer.py for multi-dimension health scoring, and retrospective_analyzer.py for action-item and theme tracking. Produces confidence-interval forecasts, health grade reports, and improvement-velocity trends for high-performing Scrum teams.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "project-management/skills/scrum-master/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/project-management/skills/scrum-master/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to asks about sprint planning, velocity tracking, retrospectives, standup facilitation, backlog grooming, story points.",
  "example_prompts": [
   "Can you help me asks about sprint planning, velocity tracking, retrospectives, standup facilitation, backlog grooming?",
   "Walk me through scrum master step by step",
   "What's the best way to approach scrum master for my project?"
  ],
  "keywords": [
   "scrum-master",
   "advanced",
   "scrum",
   "master",
   "data-driven",
   "agile",
   "team",
   "analysis",
   "coaching",
   "asks"
  ]
 },
 {
  "name": "senior-pm",
  "description": "Senior Project Manager for enterprise software, SaaS, and digital transformation projects. Specializes in portfolio management, quantitative risk analysis, resource optimization, stakeholder alignment, and executive reporting. Uses advanced methodologies including EMV analysis, Monte Carlo simulation, WSJF prioritization, and multi-dimensional health scoring. Use when a user needs help with project plans, project status reports, risk assessments, resource allocation, project roadmaps, milestone tracking, team capacity planning, portfolio health reviews, program management, or executive-level project reporting — especially for enterprise-scale initiatives with multiple workstreams, complex dependencies, or multi-million dollar budgets.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "project-management/skills/senior-pm/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/project-management/skills/senior-pm/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you're managing a larger software project and need help with risks, resources or status reporting.",
  "example_prompts": [
   "Can you help me needs help with project plans, project status reports, risk assessments, resource?",
   "Walk me through senior pm step by step",
   "What's the best way to approach senior pm for my project?"
  ],
  "keywords": [
   "senior-pm",
   "senior",
   "project",
   "manager",
   "enterprise",
   "software",
   "saas",
   "digital",
   "transformation",
   "projects"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "team-communications",
  "description": "Write internal company communications — 3P updates (Progress/Plans/Problems), company-wide newsletters, FAQ roundups, incident reports, leadership updates, status reports, project updates, and general internal comms. Use this skill any time the user asks to draft, edit, or format something meant for internal audiences. Trigger on keywords like \"3P\", \"weekly update\", \"newsletter\", \"FAQ\", \"internal comms\", \"status report\", \"company update\", \"team update\", \"incident report\", or any request to summarize work for leadership, teammates, or the broader company. Even casual requests like \"write my update\" or \"summarize what my team did this week\" should trigger this skill.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "project-management/skills/team-communications/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/project-management/skills/team-communications/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you need to write a team update, company newsletter, incident report or status report.",
  "example_prompts": [
   "weekly update",
   "internal comms",
   "status report"
  ],
  "keywords": [
   "team-communications",
   "write",
   "internal",
   "company",
   "communications",
   "updates",
   "progress",
   "plans",
   "problems",
   "company-wide"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "eu-ai-act-specialist",
  "description": "EU AI Act (Regulation (EU) 2024/1689) operational compliance for compliance teams. Three Article-level decisions: (1) What's the risk tier of this AI system — prohibited (Art. 5), high-risk (Art. 6 + Annex III), limited-risk (Art. 50), or minimal-risk? (2) For high-risk systems, what's the Article 43 conformity assessment route (Module A internal control vs Module H full QMS + notified body) and what goes in the Annex IV technical documentation? (3) Per organizational role (provider / deployer / importer / distributor / authorized representative), what are the active obligations and deadlines? Use during AI system intake review, when planning conformity assessment, or when scoping deployer obligations. Cites Articles + Annexes for every output. NOT executive AI strategy (see chief-ai-officer-advisor). NOT a legal substitute.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "ra-qm-team/compliance-team-eu-ai-act/skills/eu-ai-act-specialist/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/ra-qm-team/compliance-team-eu-ai-act/skills/eu-ai-act-specialist/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it for EU AI Act 2024/1689) operational compliance for compliance teams.",
  "example_prompts": [
   "I need help with EU AI Act 2024/1689) operational compliance for compliance teams",
   "Walk me through eu ai act specialist step by step",
   "What's the best way to approach eu ai act specialist for my project?"
  ],
  "keywords": [
   "eu-ai-act-specialist",
   "act",
   "regulation",
   "operational",
   "compliance",
   "teams",
   "three",
   "article-level",
   "decisions",
   "what"
  ]
 },
 {
  "name": "iso42001-specialist",
  "description": "ISO/IEC 42001:2023 AI Management System (AIMS) specialist for compliance teams running internal audits. Three decisions: (1) Where are the gaps against Clauses 4-10 and what do we close first? (2) What goes in the AI risk register and which Annex A controls treat each risk? (3) What's the 12-month internal audit plan that satisfies Clause 9.2? Use when preparing for certification, scoping internal audit cycles, or onboarding AI systems into an existing ISMS (27001) / QMS (13485) program. NOT an executive AI strategy skill (see chief-ai-officer-advisor). NOT EU AI Act compliance (see compliance-team-eu-ai-act).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "ra-qm-team/compliance-team-iso42001/skills/iso42001-specialist/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/ra-qm-team/compliance-team-iso42001/skills/iso42001-specialist/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're preparing for certification, scoping internal audit cycles, or onboarding AI systems into an existing ISMS / QMS program.",
  "example_prompts": [
   "Help me with preparing for certification, scoping internal audit cycles, or onboarding AI systems",
   "Walk me through iso42001 specialist step by step",
   "What's the best way to approach iso42001 specialist for my project?"
  ],
  "keywords": [
   "iso42001-specialist",
   "iso",
   "iec",
   "management",
   "system",
   "aims",
   "specialist",
   "compliance",
   "teams",
   "running"
  ]
 },
 {
  "name": "agent-decision-receipts",
  "description": "Mint a tamper-evident, post-quantum-signed receipt for a consequential agent action (deploy, delete, pay, grant-access, model decision) so it can be verified later from the certificate alone. Use when an autonomous agent takes a side-effecting action that may need to be proven later, or when satisfying EU AI Act Article 12 record-keeping. Three decisions: whether an action needs a receipt, minting it, verifying it. Signing is delegated to the open-source OpenAgentOntology package. Not after-the-fact log analysis; not a hosted notary; not a legal opinion.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "ra-qm-team/skills/agent-decision-receipts/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/ra-qm-team/skills/agent-decision-receipts/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when an autonomous agent takes a side-effecting action that may need to be proven later, or when satisfying EU AI Act Article 12 record-keeping.",
  "example_prompts": [
   "I need help with an autonomous agent takes a side-effecting action that may need",
   "Walk me through agent decision receipts step by step",
   "What's the best way to approach agent decision receipts for my project?"
  ],
  "keywords": [
   "agent-decision-receipts",
   "mint",
   "tamper-evident",
   "post-quantum-signed",
   "receipt",
   "consequential",
   "agent",
   "action",
   "deploy",
   "delete"
  ]
 },
 {
  "name": "capa-officer",
  "description": "CAPA system management for medical device QMS. Covers root cause analysis, corrective action planning, effectiveness verification, and CAPA metrics. Use when running CAPA investigations, 5-Why analysis, fishbone diagrams, root cause determination, corrective action tracking, effectiveness verification, or CAPA program optimization.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "ra-qm-team/skills/capa-officer/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/ra-qm-team/skills/capa-officer/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you're running CAPA investigations, 5-Why analysis, fishbone diagrams, root cause determination, corrective action tracking.",
  "example_prompts": [
   "Help me with running CAPA investigations, 5-Why analysis, fishbone diagrams, root cause determination, corrective",
   "Walk me through capa officer step by step",
   "What's the best way to approach capa officer for my project?"
  ],
  "keywords": [
   "capa-officer",
   "capa",
   "system",
   "management",
   "medical",
   "device",
   "qms",
   "covers",
   "root",
   "cause"
  ]
 },
 {
  "name": "fda-consultant-specialist",
  "description": "FDA regulatory consultant for medical device companies. Provides 510(k)/PMA/De Novo pathway guidance, QMSR (21 CFR 820, which incorporates ISO 13485:2016 by reference since 2026-02-02; formerly QSR) compliance, HIPAA assessments, and device cybersecurity. Use when user mentions FDA submission, 510(k), PMA, De Novo, QMSR, QSR, ISO 13485 for FDA, premarket, predicate device, substantial equivalence, HIPAA medical device, or FDA cybersecurity.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "ra-qm-team/skills/fda-consultant-specialist/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/ra-qm-team/skills/fda-consultant-specialist/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to user mentions FDA submission, 510, PMA, De Novo, QMSR, QSR, ISO 13485 for FDA, premarket, predicate device.",
  "example_prompts": [
   "Can you help me user mentions FDA submission, 510, PMA, De Novo, QMSR, QSR, ISO?",
   "Walk me through fda consultant specialist step by step",
   "What's the best way to approach fda consultant specialist for my project?"
  ],
  "keywords": [
   "fda-consultant-specialist",
   "fda",
   "regulatory",
   "consultant",
   "medical",
   "device",
   "companies",
   "provides",
   "pma",
   "novo"
  ]
 },
 {
  "name": "gdpr-dsgvo-expert",
  "description": "GDPR and German DSGVO compliance automation. Scans codebases for privacy risks, generates DPIA documentation, tracks data subject rights requests with Art. 12(3) one-month deadlines. Use when running GDPR compliance assessments, privacy audits, data protection planning, DPIA generation, or data subject rights (DSAR) management (e.g., 'check this service for GDPR risks', 'track an access request deadline'). Final compliance determinations route to the DPO or legal counsel.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "ra-qm-team/skills/gdpr-dsgvo-expert/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/ra-qm-team/skills/gdpr-dsgvo-expert/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you're running GDPR compliance assessments, privacy audits, data protection planning, DPIA generation, or data subject rights management.",
  "example_prompts": [
   "check this service for GDPR risks",
   "track an access request deadline"
  ],
  "keywords": [
   "gdpr-dsgvo-expert",
   "gdpr",
   "german",
   "dsgvo",
   "compliance",
   "automation",
   "scans",
   "codebases",
   "privacy",
   "risks"
  ]
 },
 {
  "name": "information-security-manager-iso27001",
  "description": "ISO 27001 ISMS implementation and cybersecurity governance for HealthTech and MedTech companies. Use when designing an ISMS, running security risk assessments, implementing controls, pursuing ISO 27001 certification, preparing security audits, responding to security incidents, or verifying compliance. Covers ISO 27001, ISO 27002, healthcare security, and medical device cybersecurity.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "ra-qm-team/skills/information-security-manager-iso27001/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/ra-qm-team/skills/information-security-manager-iso27001/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're designing an ISMS, running security risk assessments, implementing controls, pursuing ISO 27001 certification.",
  "example_prompts": [
   "Help me with designing an ISMS, running security risk assessments, implementing controls, pursuing ISO",
   "Walk me through information security manager iso27001 step by step",
   "What's the best way to approach information security manager iso27001 for my project?"
  ],
  "keywords": [
   "information-security-manager-iso27001",
   "iso",
   "isms",
   "implementation",
   "cybersecurity",
   "governance",
   "healthtech",
   "medtech",
   "companies",
   "designing"
  ]
 },
 {
  "name": "isms-audit-expert",
  "description": "Information Security Management System (ISMS) audit expert for ISO 27001 compliance verification, security control assessment, and certification support. Use when the user mentions ISO 27001, ISMS audit, Annex A controls, Statement of Applicability (SOA), gap analysis, nonconformity management, internal audit, surveillance audit, or security certification preparation. Helps review control implementation evidence, document audit findings, classify nonconformities, generate risk-based audit plans, map controls to Annex A requirements, prepare Stage 1 and Stage 2 audit documentation, and support corrective action workflows.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "ra-qm-team/skills/isms-audit-expert/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/ra-qm-team/skills/isms-audit-expert/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to mentions ISO 27001, ISMS audit, Annex A controls, Statement of Applicability , gap analysis, nonconformity management.",
  "example_prompts": [
   "Can you help me mentions ISO 27001, ISMS audit, Annex A controls, Statement of Applicability?",
   "Walk me through isms audit expert step by step",
   "What's the best way to approach isms audit expert for my project?"
  ],
  "keywords": [
   "isms-audit-expert",
   "information",
   "security",
   "management",
   "system",
   "isms",
   "audit",
   "expert",
   "iso",
   "compliance"
  ]
 },
 {
  "name": "mdr-745-specialist",
  "description": "EU MDR 2017/745 compliance specialist for medical device classification, technical documentation, clinical evidence, and post-market surveillance. Covers Annex VIII classification rules, Annex II/III technical files, Annex XIV clinical evaluation, Art. 86 PSUR schedules, and EUDAMED integration. Use when classifying a medical device under MDR, building or gap-checking a technical file, planning clinical evaluation or PMS/PSUR cadence, or preparing for notified body review (e.g., 'what class is my device under MDR', 'review my PSUR schedule').",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "ra-qm-team/skills/mdr-745-specialist/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/ra-qm-team/skills/mdr-745-specialist/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you're classifying a medical device under MDR, building or gap-checking a technical file, planning clinical evaluation.",
  "example_prompts": [
   "what class is my device under MDR",
   "review my PSUR schedule"
  ],
  "keywords": [
   "mdr-745-specialist",
   "mdr",
   "compliance",
   "specialist",
   "medical",
   "device",
   "classification",
   "technical",
   "documentation",
   "clinical"
  ]
 },
 {
  "name": "qms-audit-expert",
  "description": "ISO 13485 internal audit expertise for medical device QMS. Covers audit planning, execution, nonconformity classification, and CAPA verification. Use when planning internal audits, executing audits, classifying findings, preparing for external audits, or managing an audit program.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "ra-qm-team/skills/qms-audit-expert/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/ra-qm-team/skills/qms-audit-expert/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're planning internal audits, executing audits, classifying findings, preparing for external audits, or managing an audit program.",
  "example_prompts": [
   "Help me with planning internal audits, executing audits, classifying findings, preparing for external audits",
   "Walk me through qms audit expert step by step",
   "What's the best way to approach qms audit expert for my project?"
  ],
  "keywords": [
   "qms-audit-expert",
   "iso",
   "internal",
   "audit",
   "expertise",
   "medical",
   "device",
   "qms",
   "covers",
   "planning"
  ]
 },
 {
  "name": "quality-documentation-manager",
  "description": "Document control system management for medical device QMS. Covers document numbering, version control, change management, and 21 CFR Part 11 compliance. Use when working on document control procedures, change control workflows, document numbering, version management, electronic signature compliance, or regulatory documentation review.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "ra-qm-team/skills/quality-documentation-manager/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/ra-qm-team/skills/quality-documentation-manager/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you're working on document control procedures, change control workflows, document numbering, version management.",
  "example_prompts": [
   "Help me with working on document control procedures, change control workflows, document numbering, version",
   "Walk me through quality documentation manager step by step",
   "What's the best way to approach quality documentation manager for my project?"
  ],
  "keywords": [
   "quality-documentation-manager",
   "document",
   "control",
   "system",
   "management",
   "medical",
   "device",
   "qms",
   "covers",
   "numbering"
  ]
 },
 {
  "name": "quality-manager-qmr",
  "description": "Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides quality system governance, management review leadership, regulatory compliance oversight, and quality performance monitoring per ISO 13485 Clause 5.5.2. Use when leading management reviews, setting quality policy and objectives, monitoring quality KPIs and cost of quality, or exercising QMR governance and regulatory oversight responsibilities.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "ra-qm-team/skills/quality-manager-qmr/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/ra-qm-team/skills/quality-manager-qmr/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're leading management reviews, setting quality policy and objectives, monitoring quality KPIs and cost of quality.",
  "example_prompts": [
   "Help me with leading management reviews, setting quality policy and objectives, monitoring quality KPIs",
   "Walk me through quality manager qmr step by step",
   "What's the best way to approach quality manager qmr for my project?"
  ],
  "keywords": [
   "quality-manager-qmr",
   "senior",
   "quality",
   "manager",
   "responsible",
   "person",
   "qmr",
   "healthtech",
   "medtech",
   "companies"
  ]
 },
 {
  "name": "quality-manager-qms-iso13485",
  "description": "ISO 13485 Quality Management System implementation and maintenance for medical device organizations. Provides QMS design, documentation control, internal auditing, CAPA management, and certification support. Use when working with medical device quality systems, preparing for ISO 13485 audits, managing regulatory compliance documentation, setting up corrective actions, or building audit preparation programs. Useful for quality management, audit preparation, regulatory compliance, medical device documentation, and corrective action workflows.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "ra-qm-team/skills/quality-manager-qms-iso13485/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/ra-qm-team/skills/quality-manager-qms-iso13485/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you're working with medical device quality systems, preparing for ISO 13485 audits, managing regulatory compliance documentation.",
  "example_prompts": [
   "Help me with working with medical device quality systems, preparing for ISO 13485 audits",
   "Walk me through quality manager qms iso13485 step by step",
   "What's the best way to approach quality manager qms iso13485 for my project?"
  ],
  "keywords": [
   "quality-manager-qms-iso13485",
   "iso",
   "quality",
   "management",
   "system",
   "implementation",
   "maintenance",
   "medical",
   "device",
   "organizations"
  ]
 },
 {
  "name": "ra-qm-skills",
  "description": "Router/index for the 15 regulatory & quality-management skills bundled in this plugin (ISO 13485 QMS, EU MDR 2017/745, FDA submissions under QMSR, ISO 14971 risk, CAPA, document control, ISO 27001/ISMS, ISO 42001 AIMS, EU AI Act, GDPR/DSGVO, SOC 2, auditing). Use when a compliance request doesn't obviously match one skill and you need to pick the right one (e.g., 'prepare us for an ISO 13485 audit', 'is my AI system high-risk under the AI Act').",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "ra-qm-team/skills/ra-qm-skills/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/ra-qm-team/skills/ra-qm-skills/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when a compliance request doesn't obviously match one skill and you need to pick the right one.",
  "example_prompts": [
   "prepare us for an ISO 13485 audit",
   "is my AI system high-risk under the AI Act"
  ],
  "keywords": [
   "ra-qm-skills",
   "router",
   "index",
   "regulatory",
   "quality-management",
   "skills",
   "bundled",
   "plugin",
   "iso",
   "qms"
  ]
 },
 {
  "name": "regulatory-affairs-head",
  "description": "Senior Regulatory Affairs Manager for HealthTech and MedTech companies. Prepares FDA 510(k), De Novo, and PMA submission packages; analyzes regulatory pathways for new medical devices; drafts responses to FDA deficiency letters and Notified Body queries; develops CE marking technical documentation under EU MDR 2017/745; coordinates multi-market approval strategies across FDA, EU, Health Canada, PMDA, and NMPA; and maintains regulatory intelligence on evolving standards. Use when users need to plan or execute FDA submissions, navigate 510(k) or PMA approval processes, achieve CE marking, prepare pre-submission meeting materials, write regulatory strategy documents, respond to agency queries, or manage compliance documentation for medical device market access.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "ra-qm-team/skills/regulatory-affairs-head/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/ra-qm-team/skills/regulatory-affairs-head/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to plan or execute FDA submissions, navigate 510 or PMA approval processes, achieve CE marking.",
  "example_prompts": [
   "Can you help me plan or execute FDA submissions, navigate 510 or PMA approval processes?",
   "Walk me through regulatory affairs head step by step",
   "What's the best way to approach regulatory affairs head for my project?"
  ],
  "keywords": [
   "regulatory-affairs-head",
   "senior",
   "regulatory",
   "affairs",
   "manager",
   "healthtech",
   "medtech",
   "companies",
   "prepares",
   "fda"
  ]
 },
 {
  "name": "risk-management-specialist",
  "description": "Medical device risk management specialist implementing ISO 14971 throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use when user mentions risk management, ISO 14971, risk analysis, FMEA, fault tree analysis, hazard identification, risk control, risk matrix, benefit-risk analysis, residual risk, risk acceptability, or post-market risk.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "ra-qm-team/skills/risk-management-specialist/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/ra-qm-team/skills/risk-management-specialist/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to user mentions risk management, ISO 14971, risk analysis, FMEA, fault tree analysis, hazard identification, risk control.",
  "example_prompts": [
   "Can you help me user mentions risk management, ISO 14971, risk analysis, FMEA, fault tree?",
   "Walk me through risk management specialist step by step",
   "What's the best way to approach risk management specialist for my project?"
  ],
  "keywords": [
   "risk-management-specialist",
   "medical",
   "device",
   "risk",
   "management",
   "specialist",
   "implementing",
   "iso",
   "throughout",
   "product"
  ]
 },
 {
  "name": "soc2-compliance",
  "description": "Use when the user asks to prepare for SOC 2 audits, map Trust Service Criteria, build control matrices, collect audit evidence, perform gap analysis, or assess SOC 2 Type I vs Type II readiness.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "ra-qm-team/skills/soc2-compliance/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/ra-qm-team/skills/soc2-compliance/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to prepare for SOC 2 audits, map Trust Service Criteria, build control matrices, collect audit evidence, perform gap analysis.",
  "example_prompts": [
   "Can you help me prepare for SOC 2 audits, map Trust Service Criteria, build control?",
   "Walk me through soc2 compliance step by step",
   "What's the best way to approach soc2 compliance for my project?"
  ],
  "keywords": [
   "soc2-compliance",
   "asks",
   "prepare",
   "soc",
   "audits",
   "map",
   "trust",
   "service",
   "criteria",
   "build"
  ]
 },
 {
  "name": "clinical-research",
  "description": "Use when designing a prospective clinical study before submission — selecting and classifying endpoints (primary / key-secondary / exploratory, with surrogate-endpoint flagging), estimating sample size and power for two-arm designs (means / proportions / survival), or scoring a study plan for feasibility and a GO / GO-WITH-CONDITIONS / REDESIGN / NO-GO phase-gate decision. Every output is an ESTIMATE plus a named human owner (clinician / biostatistician / regulatory owner) — never clinical fact, never a finished protocol. Distinct from ra-qm-team, which handles the regulatory/QM submission (ISO 13485, EU MDR, FDA 510(k)/PMA/QSR), not the study design.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "research-ops/skills/clinical-research/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/research-ops/skills/clinical-research/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're designing a prospective clinical study before submission — selecting and classifying endpoints.",
  "example_prompts": [
   "Help me with designing a prospective clinical study before submission — selecting and classifying",
   "Walk me through clinical research step by step",
   "What's the best way to approach clinical research for my project?"
  ],
  "keywords": [
   "clinical-research",
   "designing",
   "prospective",
   "clinical",
   "study",
   "before",
   "submission",
   "selecting",
   "classifying",
   "endpoints"
  ]
 },
 {
  "name": "market-research",
  "description": "Use when doing upstream market-research methodology — sizing a market as TAM/SAM/SOM computed BOTH top-down and bottoms-up (never a single unsourced number), planning a survey sample size with finite-population correction and per-segment minimums, or scoring candidate market segments against Kotler's measurable/substantial/accessible/differentiable/actionable criteria. Outputs always show the method and the assumptions. For market-research analysts and product-marketing at the sizing/survey/segmentation moment. Distinct from marketing-skill (campaign analytics, attribution, demand-gen) — this is the evidence-building methodology, not live-campaign optimization.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "research-ops/skills/market-research/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/research-ops/skills/market-research/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're doing upstream market-research methodology — sizing a market as TAM/SAM/SOM computed BOTH top-down and bottoms-up.",
  "example_prompts": [
   "Help me with doing upstream market-research methodology — sizing a market as TAM/SAM/SOM computed",
   "Walk me through market research step by step",
   "What's the best way to approach market research for my project?"
  ],
  "keywords": [
   "market-research",
   "doing",
   "upstream",
   "methodology",
   "sizing",
   "market",
   "tam",
   "sam",
   "som",
   "computed"
  ]
 },
 {
  "name": "product-research",
  "description": "Use when planning and synthesizing product/user research as a method-and-repository discipline — selecting the right method for the goal (generative interviews vs usability test vs concept test vs validation), computing method-based saturation/sample size with an explicit confidence level, or synthesizing coded observations into insights while flagging single-source anecdotes. Never fabricates user insight; an insight requires recurrence across independent participants. Distinct from product-team/ux-researcher-designer (persona/journey artifacts), product-discovery (discovery-sprint planning), and experiment-designer (live A/B) — this is the research-ops method + insight-repository layer.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "research-ops/skills/product-research/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/research-ops/skills/product-research/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're planning and synthesizing product/user research as a method-and-repository discipline — selecting the right method for the goal.",
  "example_prompts": [
   "Help me with planning and synthesizing product/user research as a method-and-repository discipline — selecting",
   "Walk me through product research step by step",
   "What's the best way to approach product research for my project?"
  ],
  "keywords": [
   "product-research",
   "planning",
   "synthesizing",
   "product",
   "research",
   "method-and-repository",
   "discipline",
   "selecting",
   "right",
   "method"
  ]
 },
 {
  "name": "research-finance",
  "description": "Use when managing the money for an internal R&D program or portfolio — building a multi-period program budget with the F&A (indirect) split, tracking burn rate and runway against value-inflection milestones, or routing R&D cost items to a capitalize-vs-expense determination. Every budget output surfaces its assumptions block; capitalize-vs-expense is decision-support only and routes to a named finance owner — it never books an entry or decides accounting treatment. Distinct from finance/financial-analysis (corporate DCF, close, valuation) and research/grants (funding discovery — this manages money already won).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "research-ops/skills/research-finance/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/research-ops/skills/research-finance/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you're managing the money for an internal R&D program or portfolio — building a multi-period program budget with the F&A split.",
  "example_prompts": [
   "Help me with managing the money for an internal R&D program or portfolio",
   "Walk me through research finance step by step",
   "What's the best way to approach research finance for my project?"
  ],
  "keywords": [
   "research-finance",
   "managing",
   "money",
   "internal",
   "program",
   "portfolio",
   "building",
   "multi-period",
   "budget",
   "indirect"
  ]
 },
 {
  "name": "research-ops-skills",
  "description": "Use when planning, funding, scoping, or synthesizing enterprise research across workstreams — clinical study design, R&D program finance, market sizing/surveys, or product/user research. Triggers on \"design this clinical study\", \"what sample size\", \"R&D budget\", \"burn rate\", \"capitalize or expense\", \"TAM SAM SOM\", \"market sizing\", \"survey design\", \"segment the market\", \"plan user interviews\", \"usability test\", \"synthesize research insights\". Forks context to route to one of four Research-Operations sub-skills (clinical-research, research-finance, market-research, product-research) and returns a digest. Distinct from ra-qm-team (regulatory submission), finance (corporate close/valuation), research/grants (funding discovery), product-team (persona/journey/live experiments), and marketing-skill (campaign analytics).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "research-ops/skills/research-ops-skills/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/research-ops/skills/research-ops-skills/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're planning, funding, scoping, or synthesizing enterprise research across workstreams — clinical study design, R&D program finance.",
  "example_prompts": [
   "design this clinical study",
   "what sample size",
   "R&D budget"
  ],
  "keywords": [
   "research-ops-skills",
   "planning",
   "funding",
   "scoping",
   "synthesizing",
   "enterprise",
   "research",
   "across",
   "workstreams",
   "clinical"
  ]
 },
 {
  "name": "deep-research",
  "description": "Run a disciplined, multi-source research investigation for a high-stakes question or decision — fan-out web search across many channels, parallel sub-agents, source triangulation (each claim backed by ≥3 independent sources), an adversarial review pass, and every source saved to its own file with verbatim quotes for reuse. Use when a low-quality answer is expensive: strategy work, comparing N products/methods/markets, validating a hypothesis with external data, or mapping how a field works. NOT for quick fact-checks (answer directly), structured 12-dimension competitor scoring (use competitive-teardown), or fast topic overviews where the decision risk is low (use the research router instead).",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "research/deep-research/skills/deep-research/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/research/deep-research/skills/deep-research/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want thorough, well-sourced research on a topic, like a literature review or fact-check.",
  "example_prompts": [
   "I need help with a low-quality answer is expensive: strategy work, comparing N products/methods/markets, validating",
   "Walk me through deep research step by step",
   "What's the best way to approach deep research for my project?"
  ],
  "keywords": [
   "deep-research",
   "run",
   "disciplined",
   "multi-source",
   "research",
   "investigation",
   "high-stakes",
   "question",
   "decision",
   "fan-out"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "deepread",
  "description": "Use when the user asks to deeply read a book, article, PDF, or document set; extract claims and evidence; build a knowledge map; or learn through Feynman explanation and recall. Covers quick, deep, map, Feynman, and whole-book reading modes.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "research/deepread/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/research/deepread/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to deeply understand a book, article or PDF and pull out its key ideas.",
  "example_prompts": [
   "Can you help me deeply read a book, article, PDF, or document set?",
   "Walk me through deepread step by step",
   "What's the best way to approach deepread for my project?"
  ],
  "keywords": [
   "deepread",
   "asks",
   "deeply",
   "read",
   "book",
   "article",
   "pdf",
   "document",
   "set",
   "extract"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "dossier",
  "description": "Decision-grade entity research skill — produces a hypothesis-tested dossier on a specific company, person, nonprofit, or government org, not a generic profile. Forcing intake makes the user state their hypothesis upfront (what they already believe and want to verify or disprove) so the dossier tests it rather than confirms it. Output is an editable Word document (.docx) with verdict on the hypothesis, identity facts, 12-month activity timeline, network and reputation signals, red flags, conversation hooks tied to specific findings, and source-provenance audit log. Uses WebSearch + WebFetch + free APIs (SEC EDGAR, GitHub, ProPublica) as workhorses; optional BYOK MCPs enhance coverage. Use when the user asks for background research, diligence, or meeting prep on a specific entity (e.g., 'prep me for a meeting with [person/company]', 'due diligence on [company]'). Honors sensitivity exclusions for journalism + personal-vetting contexts.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "research/dossier/skills/dossier/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/research/dossier/skills/dossier/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to background research, diligence, or meeting prep on a specific entity.",
  "example_prompts": [
   "prep me for a meeting with [person/company]",
   "due diligence on [company]"
  ],
  "keywords": [
   "dossier",
   "decision-grade",
   "entity",
   "research",
   "produces",
   "hypothesis-tested",
   "specific",
   "company",
   "person",
   "nonprofit"
  ]
 },
 {
  "name": "grants",
  "description": "NIH grant research skill for clinical researchers. Grill-me intake (research idea + career stage + preliminary data + environment + submission posture + known institute targets) locks down the funding strategy before any search runs. Runs a 5-facet Consensus positioning analysis (with draft Significance/Innovation language), maps the research to the right NIH institutes and study sections via RePORTER, finds NOSIs and funded overlap, and produces an editable Word document (.docx) with budget/scope-aware mechanism recommendations, submission timelines, and a mandatory program officer recommendation. Use when the user asks about research funding or makes any grant-related request (e.g., 'grants for [topic]', 'find grants for my research idea', 'what grants match my research', 'help me find NIH funding', 'grant opportunities for my research'). NIH-only scope — non-NIH funders (PCORI, DOD CDMRP, VA, foundations) are out of scope and flagged at intake.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "research/grants/skills/grants/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/research/grants/skills/grants/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to asks about research funding or makes any grant-related request.",
  "example_prompts": [
   "grants for [topic]",
   "find grants for my research idea",
   "what grants match my research"
  ],
  "keywords": [
   "grants",
   "nih",
   "grant",
   "research",
   "clinical",
   "researchers",
   "grill-me",
   "intake",
   "idea",
   "career"
  ]
 },
 {
  "name": "litreview",
  "description": "Academic literature orientation skill that searches papers via free keyless APIs (PubMed E-utilities + OpenAlex) by default — with the Consensus MCP as an optional enhancement lane when connected — builds a strategic search plan using PICO (default) or SPIDER / Decomposition / hybrid as fallbacks, and synthesizes findings into a formatted Word (.docx) research guide. Grill-me intake (research question specificity + framework hint + tentative depth) before the recon search; a second forcing checkpoint after Phase 2 confirms framework + sub-areas + depth before searches consume budget. Configurable depth (5/10/20 queries) controls coverage vs. speed. Output is a 'launching pad' — an orientation guide that lets a researcher dive in confidently, not a finished review. Use when the user starts literature-oriented research (e.g., 'litreview on [topic]', 'literature review on [topic]', 'I'm starting a literature review on X', 'I'm writing a paper on X', 'help me research X', 'I'm doing research on X', 'can you help me research X'). Do NOT use for single one-off paper searches wanting a quick list — that's a plain PubMed/OpenAlex (or Consensus) query.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "research/litreview/skills/litreview/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/research/litreview/skills/litreview/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to search scientific papers and get oriented on the literature for a topic.",
  "example_prompts": [
   "launching pad",
   "litreview on [topic]",
   "literature review on [topic]"
  ],
  "keywords": [
   "litreview",
   "academic",
   "literature",
   "orientation",
   "searches",
   "papers",
   "via",
   "free",
   "keyless",
   "apis"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "notebooklm",
  "description": "Browser automation skill for controlling Google's NotebookLM. Use when the user wants anything done in NotebookLM (e.g., 'open NotebookLM', 'check my [name] notebook', 'ask my notebook about X', 'add [source] to NotebookLM', 'generate a Video Overview from my notebook', 'use NotebookLM Studio'). Handles reading and querying notebooks, adding sources (URLs, text, files, YouTube links, synthesized content), generating Studio outputs (Audio/Video Overviews, Mind Maps, Reports incl. Briefing Doc/Study Guide/FAQ, Flashcards, Quiz, slide decks, infographics — discover the exact set from the live Studio panel; the UI evolves fast), and creating new notebooks. Requires browser automation environment — fails gracefully when unavailable.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "research/notebooklm/skills/notebooklm/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/research/notebooklm/skills/notebooklm/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to wants anything done in NotebookLM.",
  "example_prompts": [
   "open NotebookLM",
   "check my [name] notebook",
   "ask my notebook about X"
  ],
  "keywords": [
   "notebooklm",
   "browser",
   "automation",
   "controlling",
   "google",
   "wants",
   "anything",
   "done",
   "open",
   "check"
  ]
 },
 {
  "name": "patent",
  "description": "Patent prior-art and landscape intelligence skill — not generic patent help. Commits to one of five sub-use-cases via forcing intake (novelty search / freedom-to-operate / competitive landscape / acquisition diligence / litigation prior-art) before any search runs. Searches Google Patents, Espacenet, USPTO, and optionally Lens.org for citation-graph signals. Output is an editable Word document (.docx) with verdict, ranked closest art (claim-text extracted), CPC-class-aware landscape, family-resolved hits, geographic coverage, FTO flags where applicable, strategy recommendations, and full audit log. Use when the user asks for patent searching or analysis (e.g., 'prior art search for [invention]', 'freedom to operate analysis for [product]'). Produces search signal, not legal advice — always recommends consulting a patent attorney before filing or licensing decisions. Trademark, copyright, and trade-secret questions are out of scope.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "research/patent/skills/patent/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/research/patent/skills/patent/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to patent searching or analysis.",
  "example_prompts": [
   "prior art search for [invention]",
   "freedom to operate analysis for [product]"
  ],
  "keywords": [
   "patent",
   "prior-art",
   "landscape",
   "intelligence",
   "not",
   "generic",
   "help",
   "commits",
   "one",
   "five"
  ]
 },
 {
  "name": "pulse",
  "description": "Multi-source recency research skill that takes the pulse of any topic across Reddit, Hacker News, the open web, and optionally X/Twitter within a configurable recent window (default 30 days). Forcing intake clarifies topic specificity, angle (trend/sentiment/problems/opportunities/comparison), time window, and platform scope before searching. Returns a synthesized briefing with citations, engagement metrics, and cross-platform pattern analysis. Use when the user requests multi-source recency intelligence on a topic (e.g., 'pulse on [topic]', 'what's happening with [topic]', 'what are people saying about [topic]', 'current conversation about [topic]', 'take the pulse of [topic]', 'trending: [topic]', 'find me info on [topic]'), and for competitor research, trend discovery, tool comparisons, and audience sentiment analysis.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "research/pulse/skills/pulse/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/research/pulse/skills/pulse/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to requests multi-source recency intelligence on a topic , and for competitor research, trend discovery, tool comparisons.",
  "example_prompts": [
   "pulse on [topic]",
   "s happening with [topic]",
   "what are people saying about [topic]"
  ],
  "keywords": [
   "pulse",
   "multi-source",
   "recency",
   "research",
   "takes",
   "topic",
   "across",
   "reddit",
   "hacker",
   "news"
  ]
 },
 {
  "name": "research",
  "description": "Default entry point for any research request — a hybrid router that classifies the question deterministically and either delegates to a specialist research skill (pulse for trends/sentiment, grants for NIH funding, litreview for academic literature, syllabus for course reading, patent for prior-art + IP landscape, dossier for entity research, deepread for evidence-first reading of supplied documents) or runs its own plan-decompose-multi-source-search-synthesize-cite fallback workflow when no specialist matches. Always surfaces the routing decision so users can override. Use when the user makes any research request that doesn't obviously match a more-specific specialist skill (e.g., \"research [topic]\", \"look into [topic]\", \"what do we know about [topic]\", \"investigate [topic]\", \"find me information on [topic]\", \"do some research on [topic]\", \"I need to understand [topic]\"). Output is a markdown briefing (default) or .docx document (on request) with full citations and an audit log.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "research/research/skills/research/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/research/research/skills/research/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to makes any research request that doesn't obviously match a more-specific specialist skill.",
  "example_prompts": [
   "t obviously match a more-specific specialist skill (e.g., ",
   "look into [topic]",
   "what do we know about [topic]"
  ],
  "keywords": [
   "research",
   "default",
   "entry",
   "point",
   "request",
   "hybrid",
   "router",
   "classifies",
   "question",
   "deterministically"
  ]
 },
 {
  "name": "syllabus",
  "description": "Generates a curated supplementary reading list from any course syllabus using Consensus academic search. Grill-me intake (syllabus input format + course audience + year range) plus a grouping forcing-options checkpoint before any search runs — so the reading list matches the course's level and recency need. Parses the syllabus to extract topics and learning outcomes, searches Consensus for recent peer-reviewed papers per topic, and produces a professionally formatted .docx with clickable Consensus links, plain-language summaries calibrated to audience level, and Bloom-higher-order discussion questions tied to course learning goals. Use when the user uploads a syllabus, course outline, or curriculum document and wants supplementary readings (e.g., 'create a reading list from this syllabus', 'find recent papers for my course') — even casual mentions with a syllabus attached should trigger this skill.",
  "repo": "alirezarezvani/claude-skills",
  "repo_stars": 28242,
  "path": "research/syllabus/skills/syllabus/SKILL.md",
  "url": "https://github.com/alirezarezvani/claude-skills/blob/main/research/syllabus/skills/syllabus/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to uploads a syllabus, course outline, or curriculum document and wants supplementary readings.",
  "example_prompts": [
   "create a reading list from this syllabus",
   "find recent papers for my course"
  ],
  "keywords": [
   "syllabus",
   "generates",
   "curated",
   "supplementary",
   "reading",
   "list",
   "course",
   "using",
   "consensus",
   "academic"
  ]
 },
 {
  "name": "13c-metabolic-flux",
  "description": "Estimates intracellular metabolic fluxes from steady-state carbon-13 isotope-tracing measurements using validated atom maps, mfapy isotope simulation, constrained multistart fitting, and flux-profile diagnostics. Use for 13C-MFA, carbon tracing, mass isotopomer distributions (MDVs/MIDs), positional isotopomers, parallel tracer experiments, and determining whether labeling data constrain a pathway flux. Distinguishes measured-label inference from COBRA flux balance analysis and flags experiments requiring nonstationary MFA.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/13c-metabolic-flux/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/13c-metabolic-flux/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when 13C-MFA, carbon tracing, mass isotopomer distributions , positional isotopomers, parallel tracer experiments.",
  "example_prompts": [
   "I need help with 13C-MFA, carbon tracing, mass isotopomer distributions , positional isotopomers, parallel tracer",
   "Walk me through 13c metabolic flux step by step",
   "What's the best way to approach 13c metabolic flux for my project?"
  ],
  "keywords": [
   "c-metabolic-flux",
   "estimates",
   "intracellular",
   "metabolic",
   "fluxes",
   "steady-state",
   "carbon-13",
   "isotope-tracing",
   "measurements",
   "using"
  ]
 },
 {
  "name": "adaptyv",
  "description": "Uses the Adaptyv Bio Foundry API and Python SDK to design protein characterization experiments, estimate costs, submit sequences, monitor laboratory progress, and retrieve results. Applies to Adaptyv Foundry, its target catalog, binding screening and affinity assays, thermostability, expression, fluorescence, epitope binning, and enzyme activity workflows, including code using adaptyv or FoundryClient.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/adaptyv/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/adaptyv/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to use the Adaptyv Bio Foundry API and Python SDK to design protein characterization experiments, estimate costs.",
  "example_prompts": [
   "Can you help me use the Adaptyv Bio Foundry API and Python SDK to design?",
   "Walk me through adaptyv step by step",
   "What's the best way to approach adaptyv for my project?"
  ],
  "keywords": [
   "adaptyv",
   "uses",
   "bio",
   "foundry",
   "api",
   "python",
   "sdk",
   "design",
   "protein",
   "characterization"
  ]
 },
 {
  "name": "aeon",
  "description": "This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard ML approaches. Particularly suited for univariate and multivariate time series analysis with scikit-learn compatible APIs.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/aeon/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/aeon/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you're working with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard ML.",
  "example_prompts": [
   "Help me with working with temporal data, sequential patterns, or time-indexed observations requiring specialized",
   "Walk me through aeon step by step",
   "What's the best way to approach aeon for my project?"
  ],
  "keywords": [
   "aeon",
   "should",
   "used",
   "time",
   "series",
   "machine",
   "learning",
   "tasks",
   "including",
   "classification"
  ]
 },
 {
  "name": "alphagenome",
  "description": "Looks up precomputed AlphaGenome Atlas effects for any GRCh38 single-nucleotide variant (AVI score with Phred and 18 SHAP feature attributions, plus raw and quantile scores for RNA-seq, DNase, ATAC, ChIP-TF, ChIP-histone, CAGE, PRO-cap, splicing, polyadenylation and contact-map tracks), scores variants or scans windows on demand with the AlphaGenome model for human and mouse (variant scoring, in silico mutagenesis, REF-versus-ALT track prediction), and builds Atlas website deep links. Use when the user mentions AlphaGenome, AlphaGenome Atlas, AVI or AlphaGenome Variant Impact, DeepMind variant effect prediction, or wants to prioritise or mechanistically interpret non-coding, regulatory, splicing, enhancer, promoter, or chromatin-accessibility effects of SNVs from a VCF, credible set, or region. Research use only; not a clinical tool.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/alphagenome/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/alphagenome/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to mentions AlphaGenome, AlphaGenome Atlas, AVI or AlphaGenome Variant Impact, DeepMind variant effect prediction.",
  "example_prompts": [
   "Can you help me mentions AlphaGenome, AlphaGenome Atlas, AVI or AlphaGenome Variant Impact, DeepMind variant?",
   "Walk me through alphagenome step by step",
   "What's the best way to approach alphagenome for my project?"
  ],
  "keywords": [
   "alphagenome",
   "looks",
   "precomputed",
   "atlas",
   "effects",
   "grch38",
   "single-nucleotide",
   "variant",
   "avi",
   "score"
  ]
 },
 {
  "name": "analytical-method-validation",
  "description": "Plans, executes, and documents validation, verification, and transfer of analytical procedures under the governing framework - ICH Q2(R2) and Q14, USP <1220>/<1225>/<1226>, ICH M10 bioanalytical, CLSI EP, or ISO/IEC 17025. Use for HPLC, LC-MS/MS, GC, CE, ICP-MS, dissolution, qNMR, qPCR, NIR, and ligand binding or cell-based assays whenever the question is whether a procedure is fit for its intended purpose. Triggers include \"method validation\", \"analytical method validation\", \"AMV\", \"validation protocol\", \"acceptance criteria\", \"linearity\", \"reportable range\", \"accuracy and precision\", \"repeatability\", \"intermediate precision\", \"recovery\", \"LOD\", \"LOQ\", \"detection limit\", \"quantitation limit\", \"specificity\", \"robustness\", \"method transfer\", \"method comparison\", \"Deming\", \"Passing-Bablok\", \"Bland-Altman\", \"equivalence testing\", \"OOS investigation\", \"ICH Q2\", \"Q2(R2)\", \"Q14\", \"USP 1225\", \"ICH M10\", \"incurred sample reanalysis\", \"ISR\", \"CLSI EP\", and any request to show that an assay works.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/analytical-method-validation/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/analytical-method-validation/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it for \\1PLC, LC-MS/MS, GC, CE, ICP-MS, dissolution, qNMR, qPCR, NIR, and ligand binding.",
  "example_prompts": [
   "method validation",
   "analytical method validation",
   "validation protocol"
  ],
  "keywords": [
   "analytical-method-validation",
   "plans",
   "executes",
   "documents",
   "validation",
   "verification",
   "transfer",
   "analytical",
   "procedures",
   "under"
  ]
 },
 {
  "name": "anndata",
  "description": "Handles annotated matrices in single-cell analysis, .h5ad and Zarr files, and integration with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/anndata/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/anndata/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to handle annotated matrices in single-cell analysis, .h5ad and Zarr files, and integration with the scverse ecosystem.",
  "example_prompts": [
   "Can you help me handle annotated matrices in single-cell analysis, .h5ad and Zarr files?",
   "Walk me through anndata step by step",
   "What's the best way to approach anndata for my project?"
  ],
  "keywords": [
   "anndata",
   "handles",
   "annotated",
   "matrices",
   "single-cell",
   "analysis",
   "h5ad",
   "zarr",
   "files",
   "integration"
  ]
 },
 {
  "name": "arbor",
  "description": "Applies Arbor Hypothesis Tree Refinement to research artifacts with repeatable evaluators, including model training, agent harnesses, data synthesis and benchmark optimization. Uses persistent hypotheses, isolated experiments, evidence propagation and held-out candidate comparison for multi-experiment research runs. Includes a standard-library state manager and guidance for the RUC-NLPIR Arbor CLI.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/arbor/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/arbor/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to applie Arbor Hypothesis Tree Refinement to research artifacts with repeatable evaluators, including model training.",
  "example_prompts": [
   "Can you help me applie Arbor Hypothesis Tree Refinement to research artifacts with repeatable evaluators?",
   "Walk me through arbor step by step",
   "What's the best way to approach arbor for my project?"
  ],
  "keywords": [
   "arbor",
   "applies",
   "hypothesis",
   "tree",
   "refinement",
   "research",
   "artifacts",
   "repeatable",
   "evaluators",
   "including"
  ]
 },
 {
  "name": "arboreto",
  "description": "Infers candidate gene regulatory networks from bulk or single-cell expression data using AertsLab Arboreto GRNBoost2 and GENIE3. Use for transcription factor-target association ranking, compatible Dask execution, sparse expression inputs, and network stability checks.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/arboreto/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/arboreto/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to transcription factor-target association ranking, compatible Dask execution, sparse expression inputs.",
  "example_prompts": [
   "Can you help me transcription factor-target association ranking, compatible Dask execution, sparse expression inputs?",
   "Walk me through arboreto step by step",
   "What's the best way to approach arboreto for my project?"
  ],
  "keywords": [
   "arboreto",
   "infers",
   "candidate",
   "gene",
   "regulatory",
   "networks",
   "bulk",
   "single-cell",
   "expression",
   "data"
  ]
 },
 {
  "name": "astropy",
  "description": "Core Python library for astronomy and astrophysics workflows that need Astropy APIs, including units/quantities, coordinates, FITS I/O, tables, time systems, WCS, and cosmology. Use when implementing or debugging astronomical data analysis code with Astropy.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/astropy/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/astropy/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you're implementing or debugging astronomical data analysis code with Astropy.",
  "example_prompts": [
   "Help me with implementing or debugging astronomical data analysis code with Astropy",
   "Walk me through astropy step by step",
   "What's the best way to approach astropy for my project?"
  ],
  "keywords": [
   "astropy",
   "core",
   "python",
   "library",
   "astronomy",
   "astrophysics",
   "workflows",
   "need",
   "apis",
   "including"
  ]
 },
 {
  "name": "autoskill",
  "description": "Analyzes user-requested Screenpipe history windows to detect repeated research workflows, match existing scientific skills, and stage new skill drafts or composition recipes for review. Requires a reachable Screenpipe HTTP API, normally on localhost:3030. Detection and embedding inference run locally; the selected LLM receives redacted app/title cluster summaries and matched skill descriptions. Use only when the user explicitly asks to analyze their recent work and propose skills.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/autoskill/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/autoskill/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you want to analyze user-requested Screenpipe history windows to detect repeated research workflows, match existing scientific skills.",
  "example_prompts": [
   "Can you help me analyze user-requested Screenpipe history windows to detect repeated research workflows, match?",
   "Walk me through autoskill step by step",
   "What's the best way to approach autoskill for my project?"
  ],
  "keywords": [
   "autoskill",
   "analyzes",
   "user-requested",
   "screenpipe",
   "history",
   "windows",
   "detect",
   "repeated",
   "research",
   "workflows"
  ]
 },
 {
  "name": "benchling-integration",
  "description": "Benchling Python SDK and REST API integration for registry entities, inventory, ELN entries, workflows, Benchling Apps, and Data Warehouse queries. Use when automating lab data with benchling-sdk or the v2 API.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/benchling-integration/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/benchling-integration/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you're automating lab data with benchling-sdk or the v2 API.",
  "example_prompts": [
   "Help me with automating lab data with benchling-sdk or the v2 API",
   "Walk me through benchling integration step by step",
   "What's the best way to approach benchling integration for my project?"
  ],
  "keywords": [
   "benchling-integration",
   "benchling",
   "python",
   "sdk",
   "rest",
   "api",
   "integration",
   "registry",
   "entities",
   "inventory"
  ]
 },
 {
  "name": "bgpt-paper-search",
  "description": "Searches BGPT scientific papers by topic or DOI and retrieves claim-level evidence extracted from full text, including experiments, reported statistics, scope, limitations, and provenance. Use for literature reviews, evidence synthesis, and finding experimental details beyond abstracts.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/bgpt-paper-search/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/bgpt-paper-search/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to literature reviews, evidence synthesis, and finding experimental details beyond abstracts.",
  "example_prompts": [
   "Can you help me literature reviews, evidence synthesis, and finding experimental details beyond abstracts?",
   "Walk me through bgpt paper search step by step",
   "What's the best way to approach bgpt paper search for my project?"
  ],
  "keywords": [
   "bgpt-paper-search",
   "searches",
   "bgpt",
   "scientific",
   "papers",
   "topic",
   "doi",
   "retrieves",
   "claim-level",
   "evidence"
  ]
 },
 {
  "name": "bids",
  "description": "Organizes, queries, validates, and converts Brain Imaging Data Structure (BIDS) datasets. Supports organizing neuroscience and biomedical data (MRI, EEG, MEG, iEEG, PET, microscopy, NIRS, motion capture, EMG, MR spectroscopy, behavioral), querying BIDS layouts, validating compliance, converting DICOM to BIDS, writing metadata sidecars, or creating BIDS derivatives.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/bids/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/bids/SKILL.md",
  "category": "data",
  "when_to_use": "Use it for organizes, queries, validates, and converts Brain Imaging Data Structure datasets.",
  "example_prompts": [
   "Can you help me organizes, queries, validates, and converts Brain Imaging Data Structure datasets?",
   "Walk me through bids step by step",
   "What's the best way to approach bids for my project?"
  ],
  "keywords": [
   "bids",
   "organizes",
   "queries",
   "validates",
   "converts",
   "brain",
   "imaging",
   "data",
   "structure",
   "datasets"
  ]
 },
 {
  "name": "biopython",
  "description": "Provides Biopython workflows for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Supports batch processing, custom molecular-biology pipelines, BLAST automation, structure analysis, and motif analysis.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/biopython/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/biopython/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to get Biopython workflows for sequence manipulation, file parsing , phylogenetics, and programmatic NCBI/PubMed access.",
  "example_prompts": [
   "Can you help me get Biopython workflows for sequence manipulation, file parsing , phylogenetics?",
   "Walk me through biopython step by step",
   "What's the best way to approach biopython for my project?"
  ],
  "keywords": [
   "biopython",
   "provides",
   "workflows",
   "sequence",
   "manipulation",
   "file",
   "parsing",
   "fasta",
   "genbank",
   "pdb"
  ]
 },
 {
  "name": "bioservices",
  "description": "Provides a Python interface to bioinformatics services including UniProt, KEGG, ChEMBL, Reactome, QuickGO, and UniChem. Used for cross-database protein annotation, pathway retrieval, chemical identifier mapping, and integrated biological data workflows with BioServices.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/bioservices/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/bioservices/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to get a Python interface to bioinformatics services including UniProt, KEGG, ChEMBL, Reactome, QuickGO, and UniChem.",
  "example_prompts": [
   "Can you help me get a Python interface to bioinformatics services including UniProt, KEGG, ChEMBL?",
   "Walk me through bioservices step by step",
   "What's the best way to approach bioservices for my project?"
  ],
  "keywords": [
   "bioservices",
   "provides",
   "python",
   "interface",
   "bioinformatics",
   "services",
   "including",
   "uniprot",
   "kegg",
   "chembl"
  ]
 },
 {
  "name": "bulk-rnaseq",
  "description": "Prepares bulk RNA-seq FASTQ, Salmon, STAR or featureCounts output for gene-level differential expression. Covers nf-core/rnaseq and standalone quantification, biological replication, strandedness, reference provenance, validated count assembly and a PyDESeq2 handoff. Use for FASTQ-to-counts analysis, nf-core/rnaseq configuration, STAR/Salmon quantification, or building a counts matrix for DESeq2. For single-cell data use scanpy; for statistical fitting alone use pydeseq2.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/bulk-rnaseq/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/bulk-rnaseq/SKILL.md",
  "category": "data",
  "when_to_use": "Use it for \\1ASTQ-to-counts analysis, nf-core/rnaseq configuration, STAR/Salmon quantification, or building a counts matrix for DESeq2.",
  "example_prompts": [
   "I need help with \\1ASTQ-to-counts analysis, nf-core/rnaseq configuration, STAR/Salmon quantification, or building a counts matrix",
   "Walk me through bulk rnaseq step by step",
   "What's the best way to approach bulk rnaseq for my project?"
  ],
  "keywords": [
   "bulk-rnaseq",
   "prepares",
   "bulk",
   "rna-seq",
   "fastq",
   "salmon",
   "star",
   "featurecounts",
   "output",
   "gene-level"
  ]
 },
 {
  "name": "cantera",
  "description": "Runs Cantera homogeneous chemical reactors and evaluates ignition delay with mechanism provenance, conservation checks, and numerical refinement. Use for combustion kinetics, closed adiabatic ideal-gas constant-volume or constant-pressure ignition, temperature histories, or mechanism-specific ignition-delay comparisons.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/cantera/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/cantera/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to combustion kinetics, closed adiabatic ideal-gas constant-volume or constant-pressure ignition, temperature histories.",
  "example_prompts": [
   "Can you help me combustion kinetics, closed adiabatic ideal-gas constant-volume or constant-pressure ignition, temperature histories?",
   "Walk me through cantera step by step",
   "What's the best way to approach cantera for my project?"
  ],
  "keywords": [
   "cantera",
   "runs",
   "homogeneous",
   "chemical",
   "reactors",
   "evaluates",
   "ignition",
   "delay",
   "mechanism",
   "provenance"
  ]
 },
 {
  "name": "cellprofiler",
  "description": "Runs reproducible CellProfiler microscopy pipelines for nuclear segmentation, cell counts, and per-object fluorescence measurements. Supports image/channel manifests, headless batch execution, segmentation overlays, and measurement QC for 2D fluorescence assays.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/cellprofiler/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/cellprofiler/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to run reproducible CellProfiler microscopy pipelines for nuclear segmentation, cell counts.",
  "example_prompts": [
   "Can you help me run reproducible CellProfiler microscopy pipelines for nuclear segmentation, cell counts?",
   "Walk me through cellprofiler step by step",
   "What's the best way to approach cellprofiler for my project?"
  ],
  "keywords": [
   "cellprofiler",
   "runs",
   "reproducible",
   "microscopy",
   "pipelines",
   "nuclear",
   "segmentation",
   "cell",
   "counts",
   "per-object"
  ]
 },
 {
  "name": "cellxgene-census",
  "description": "Queries the CZ CELLxGENE Census programmatically for versioned public single-cell and spatial transcriptomics data. Use when you need population-scale cell metadata, gene expression slices, Census summary counts, source H5AD URIs/downloads, embeddings, spatial Census data, or reference atlas comparisons across organisms, tissues, diseases, assays, and cell types. For analyzing your own local single-cell data use scanpy, anndata, or scvi-tools.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/cellxgene-census/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/cellxgene-census/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to need population-scale cell metadata, gene expression slices, Census summary counts, source H5AD URIs/downloads, embeddings.",
  "example_prompts": [
   "Can you help me need population-scale cell metadata, gene expression slices, Census summary counts, source?",
   "Walk me through cellxgene census step by step",
   "What's the best way to approach cellxgene census for my project?"
  ],
  "keywords": [
   "cellxgene-census",
   "queries",
   "cellxgene",
   "census",
   "programmatically",
   "versioned",
   "public",
   "single-cell",
   "spatial",
   "transcriptomics"
  ]
 },
 {
  "name": "cirq",
  "description": "Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experiments. Best for Google hardware, noise modeling, and low-level circuit design. For IBM hardware use qiskit; for quantum ML with autodiff use pennylane; for physics simulations use qutip.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/cirq/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/cirq/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experiments.",
  "example_prompts": [
   "Help me with targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum",
   "Walk me through cirq step by step",
   "What's the best way to approach cirq for my project?"
  ],
  "keywords": [
   "cirq",
   "google",
   "quantum",
   "computing",
   "framework",
   "targeting",
   "hardware",
   "designing",
   "noise-aware",
   "circuits"
  ]
 },
 {
  "name": "citation-management",
  "description": "Comprehensive citation management for academic research. Search OpenAlex, PubMed, and Google Scholar for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/citation-management/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/citation-management/SKILL.md",
  "category": "data",
  "when_to_use": "Use it for comprehensive citation management for academic research.",
  "example_prompts": [
   "Can you help me comprehensive citation management for academic research?",
   "Walk me through citation management step by step",
   "What's the best way to approach citation management for my project?"
  ],
  "keywords": [
   "citation-management",
   "comprehensive",
   "citation",
   "management",
   "academic",
   "research",
   "search",
   "openalex",
   "pubmed",
   "google"
  ]
 },
 {
  "name": "clinical-decision-support",
  "description": "Prepares and validates research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and governance artifacts. Supports aggregate or synthetic research documentation and traceability, excluding patient care and live clinical operation.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/clinical-decision-support/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/clinical-decision-support/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to prepare and validates research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model.",
  "example_prompts": [
   "Can you help me prepare and validates research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model?",
   "Walk me through clinical decision support step by step",
   "What's the best way to approach clinical decision support for my project?"
  ],
  "keywords": [
   "clinical-decision-support",
   "prepares",
   "validates",
   "research-only",
   "clinical",
   "decision-support",
   "evaluation",
   "evidence-profile",
   "cohort",
   "survival"
  ]
 },
 {
  "name": "clinical-reports",
  "description": "Creates safety-bounded draft structures and runs local deterministic checks for clinical case, diagnostic, trial, safety, and aggregate research reports. Use only with synthetic, de-identified, or aggregate inputs and verified source-fact manifests; every output requires qualified review.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/clinical-reports/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/clinical-reports/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to create safety-bounded draft structures and runs local deterministic checks for clinical case, diagnostic, trial, safety.",
  "example_prompts": [
   "Can you help me create safety-bounded draft structures and runs local deterministic checks for clinical?",
   "Walk me through clinical reports step by step",
   "What's the best way to approach clinical reports for my project?"
  ],
  "keywords": [
   "clinical-reports",
   "creates",
   "safety-bounded",
   "draft",
   "structures",
   "runs",
   "local",
   "deterministic",
   "checks",
   "clinical"
  ]
 },
 {
  "name": "cobrapy",
  "description": "Performs constraint-based metabolic modeling with COBRApy, including FBA, pFBA, FVA, gene knockouts, flux sampling, growth media, production envelopes, gap filling, and SBML model validation for systems biology and metabolic engineering.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/cobrapy/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/cobrapy/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to perform constraint-based metabolic modeling with COBRApy, including FBA, pFBA, FVA, gene knockouts, flux sampling.",
  "example_prompts": [
   "Can you help me perform constraint-based metabolic modeling with COBRApy, including FBA, pFBA, FVA, gene?",
   "Walk me through cobrapy step by step",
   "What's the best way to approach cobrapy for my project?"
  ],
  "keywords": [
   "cobrapy",
   "performs",
   "constraint-based",
   "metabolic",
   "modeling",
   "including",
   "fba",
   "pfba",
   "fva",
   "gene"
  ]
 },
 {
  "name": "consciousness-council",
  "description": "Structures a multi-perspective council exercise for decisions, research trade-offs, and creative challenges. Simulates thinking archetypes, separates evidence from assumptions and values, and synthesizes a conditional recommendation. Use when the user requests a council, panel, devil's advocate analysis, \"mind council\", or deliberate comparison of perspectives on a difficult choice.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/consciousness-council/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/consciousness-council/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to requests a council, panel, devil's advocate analysis, \"mind council\".",
  "example_prompts": [
   "Can you help me requests a council, panel, devil's advocate analysis, \"mind council\"?",
   "Walk me through consciousness council step by step",
   "What's the best way to approach consciousness council for my project?"
  ],
  "keywords": [
   "consciousness-council",
   "structures",
   "multi-perspective",
   "council",
   "exercise",
   "decisions",
   "research",
   "trade-offs",
   "creative",
   "challenges"
  ]
 },
 {
  "name": "dask",
  "description": "Scales pandas, NumPy, and custom Python research workflows beyond memory or across clusters with Dask. Covers DataFrames, Arrays, Bags, Futures, chunking, schedulers, and distributed diagnostics. Use for partitioned file processing, scientific array computation, or parallel tasks whose memory and dependency structure require Dask.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/dask/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/dask/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to partitioned file processing, scientific array computation.",
  "example_prompts": [
   "Can you help me partitioned file processing, scientific array computation?",
   "Walk me through dask step by step",
   "What's the best way to approach dask for my project?"
  ],
  "keywords": [
   "dask",
   "scales",
   "pandas",
   "numpy",
   "custom",
   "python",
   "research",
   "workflows",
   "beyond",
   "memory"
  ]
 },
 {
  "name": "database-lookup",
  "description": "Queries documented public database APIs with explicit endpoints, filters, pagination, and provenance. Used when a scientific, regulatory, financial, or other database-backed fact must be retrieved reproducibly from a named source rather than inferred from general knowledge.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/database-lookup/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/database-lookup/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to querie documented public database APIs with explicit endpoints, filters, pagination, and provenance.",
  "example_prompts": [
   "Can you help me querie documented public database APIs with explicit endpoints, filters, pagination?",
   "Walk me through database lookup step by step",
   "What's the best way to approach database lookup for my project?"
  ],
  "keywords": [
   "database-lookup",
   "queries",
   "documented",
   "public",
   "database",
   "apis",
   "explicit",
   "endpoints",
   "filters",
   "pagination"
  ]
 },
 {
  "name": "datalad",
  "description": "Retrieves, versions, and publishes scientific datasets with DataLad and git-annex, and captures computational provenance with datalad run, rerun, and containers-run. Use when cloning or fetching data from OpenNeuro, DANDI, datasets.datalad.org, or any DataLad dataset; when a file in a dataset reads as a broken symlink or a small pointer instead of real data; when an analysis needs a machine-readable record of how each output was produced so it can be re-executed; or when publishing a dataset to siblings such as a GitHub repository plus a storage remote. Also use to decide between DataLad and plain Git for a data-carrying repository.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/datalad/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/datalad/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you're cloning or fetching data from OpenNeuro, DANDI, datasets.",
  "example_prompts": [
   "Help me with cloning or fetching data from OpenNeuro, DANDI, datasets",
   "Walk me through datalad step by step",
   "What's the best way to approach datalad for my project?"
  ],
  "keywords": [
   "datalad",
   "retrieves",
   "versions",
   "publishes",
   "scientific",
   "datasets",
   "git-annex",
   "captures",
   "computational",
   "provenance"
  ]
 },
 {
  "name": "datamol",
  "description": "Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery including SMILES parsing, standardization, descriptors, fingerprints, clustering, 3D conformers, parallel processing. Returns native rdkit.Chem.Mol objects. For advanced control or custom parameters, use rdkit directly.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/datamol/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/datamol/SKILL.md",
  "category": "data",
  "when_to_use": "Use it for pythonic wrapper around RDKit with simplified interface and sensible defaults.",
  "example_prompts": [
   "Can you help me pythonic wrapper around RDKit with simplified interface and sensible defaults?",
   "Walk me through datamol step by step",
   "What's the best way to approach datamol for my project?"
  ],
  "keywords": [
   "datamol",
   "pythonic",
   "wrapper",
   "around",
   "rdkit",
   "simplified",
   "interface",
   "sensible",
   "defaults",
   "preferred"
  ]
 },
 {
  "name": "deepchem",
  "description": "Builds molecular property prediction and MoleculeNet workflows with DeepChem, including SMILES featurization, scaffold or grouped holdouts, masked labels, graph models and explicit pretrained encoder transfer. Used for ADMET, toxicity, solubility and chemistry ML when DeepChem data/model contracts and scientific validation are needed.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/deepchem/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/deepchem/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to build molecular property prediction and MoleculeNet workflows with DeepChem, including SMILES featurization, scaffold.",
  "example_prompts": [
   "Can you help me build molecular property prediction and MoleculeNet workflows with DeepChem, including SMILES?",
   "Walk me through deepchem step by step",
   "What's the best way to approach deepchem for my project?"
  ],
  "keywords": [
   "deepchem",
   "builds",
   "molecular",
   "property",
   "prediction",
   "moleculenet",
   "workflows",
   "including",
   "smiles",
   "featurization"
  ]
 },
 {
  "name": "deepspot-m",
  "description": "Generates transcriptome-wide virtual spatial transcriptomics from H&E histology with DeepSpot-M. Used for predicted log1p-CPM expression from 224x224 tiles at about 20x, querying the released protein-coding gene panel by symbol, and whole-slide prediction after resolution-aware tiling with histolab.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/deepspot-m/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/deepspot-m/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to generate transcriptome-wide virtual spatial transcriptomics from H&E histology with DeepSpot-M.",
  "example_prompts": [
   "Can you help me generate transcriptome-wide virtual spatial transcriptomics from H&E histology with DeepSpot-M?",
   "Walk me through deepspot m step by step",
   "What's the best way to approach deepspot m for my project?"
  ],
  "keywords": [
   "deepspot-m",
   "generates",
   "transcriptome-wide",
   "virtual",
   "spatial",
   "transcriptomics",
   "histology",
   "used",
   "predicted",
   "log1p-cpm"
  ]
 },
 {
  "name": "deeptools",
  "description": "NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq visualization.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/deeptools/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/deeptools/SKILL.md",
  "category": "data",
  "when_to_use": "Use it for NGS analysis toolkit.",
  "example_prompts": [
   "I need help with NGS analysis toolkit",
   "Walk me through deeptools step by step",
   "What's the best way to approach deeptools for my project?"
  ],
  "keywords": [
   "deeptools",
   "ngs",
   "analysis",
   "toolkit",
   "bam",
   "bigwig",
   "conversion",
   "correlation",
   "pca",
   "fingerprints"
  ]
 },
 {
  "name": "depmap",
  "description": "Retrieves and analyzes Cancer Dependency Map (DepMap) release data, including CRISPR Chronos gene effects, cancer model annotations, omics biomarkers, and PRISM drug sensitivity. Supports cancer-selective dependency, co-essentiality, and candidate synthetic-lethality analyses with release-aware identifiers and statistical checks.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/depmap/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/depmap/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to retrieve and analyzes Cancer Dependency Map release data, including CRISPR Chronos gene effects, cancer model annotations.",
  "example_prompts": [
   "Can you help me retrieve and analyzes Cancer Dependency Map release data, including CRISPR Chronos?",
   "Walk me through depmap step by step",
   "What's the best way to approach depmap for my project?"
  ],
  "keywords": [
   "depmap",
   "retrieves",
   "analyzes",
   "cancer",
   "dependency",
   "map",
   "release",
   "data",
   "including",
   "crispr"
  ]
 },
 {
  "name": "dhdna-profiler",
  "description": "Applies the DHDNA framework as an exploratory rubric for reasoning and writing patterns in supplied text. Used for explicit requests for DHDNA, cognitive-style reflection, a thinking-pattern profile, or comparisons of textual reasoning. Scores describe evidence in the sample, not validated psychological traits or personal identity.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/dhdna-profiler/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/dhdna-profiler/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you want to applie the DHDNA framework as an exploratory rubric for reasoning and writing patterns in supplied text.",
  "example_prompts": [
   "Can you help me applie the DHDNA framework as an exploratory rubric for reasoning?",
   "Walk me through dhdna profiler step by step",
   "What's the best way to approach dhdna profiler for my project?"
  ],
  "keywords": [
   "dhdna-profiler",
   "applies",
   "dhdna",
   "framework",
   "exploratory",
   "rubric",
   "reasoning",
   "writing",
   "patterns",
   "supplied"
  ]
 },
 {
  "name": "diffdock",
  "description": "Predicts protein-small-molecule binding poses with DiffDock and DiffDock-L from PDB or sequence plus SMILES/SDF/MOL2. Covers batch docking, pose triage, confidence interpretation, and validation. Use for molecular docking and virtual-screening pose generation, not binding-affinity prediction.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/diffdock/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/diffdock/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to molecular docking and virtual-screening pose generation, not binding-affinity prediction.",
  "example_prompts": [
   "Can you help me molecular docking and virtual-screening pose generation, not binding-affinity prediction?",
   "Walk me through diffdock step by step",
   "What's the best way to approach diffdock for my project?"
  ],
  "keywords": [
   "diffdock",
   "predicts",
   "protein-small-molecule",
   "binding",
   "poses",
   "diffdock-l",
   "pdb",
   "sequence",
   "plus",
   "smiles"
  ]
 },
 {
  "name": "dnanexus-integration",
  "description": "Builds and operates reproducible genomics workloads on DNAnexus with the dx CLI, dxpy, apps/applets, native workflows, dxCompiler, and Nextflow. Supports DNAnexus data transfers, dxapp.json development, execution monitoring, workflow import, and project automation.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/dnanexus-integration/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/dnanexus-integration/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to build and operates reproducible genomics workloads on DNAnexus with the dx CLI, dxpy, apps/applets, native workflows.",
  "example_prompts": [
   "Can you help me build and operates reproducible genomics workloads on DNAnexus with the dx?",
   "Walk me through dnanexus integration step by step",
   "What's the best way to approach dnanexus integration for my project?"
  ],
  "keywords": [
   "dnanexus-integration",
   "builds",
   "operates",
   "reproducible",
   "genomics",
   "workloads",
   "dnanexus",
   "cli",
   "dxpy",
   "apps"
  ]
 },
 {
  "name": "esm",
  "description": "Uses the Biohub esm Python SDK for ESM3 protein generation, ESMC embeddings, and ESMFold2 all-atom folding. Applies to local model inference and Biohub hosted clients, including former Forge workflows; distinguishes the separate legacy fair-esm distribution.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/esm/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/esm/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to use the Biohub esm Python SDK for ESM3 protein generation, ESMC embeddings, and ESMFold2 all-atom folding.",
  "example_prompts": [
   "Can you help me use the Biohub esm Python SDK for ESM3 protein generation, ESMC?",
   "Walk me through esm step by step",
   "What's the best way to approach esm for my project?"
  ],
  "keywords": [
   "esm",
   "uses",
   "biohub",
   "python",
   "sdk",
   "esm3",
   "protein",
   "generation",
   "esmc",
   "embeddings"
  ]
 },
 {
  "name": "etetoolkit",
  "description": "Analyzes, manipulates, compares, annotates, and visualizes phylogenetic or other hierarchical trees with ETE 4. Supports Newick/Nexus tree I/O, topology edits and pattern matching, Robinson-Foulds comparisons, gene-tree evolutionary events and reconciliation, NCBI/GTDB taxonomy, SmartView exploration, and publication rendering. Applies to existing trees after alignment and phylogenetic inference, rather than inferring trees from raw sequences.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/etetoolkit/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/etetoolkit/SKILL.md",
  "category": "design",
  "when_to_use": "Use it for analyzes, manipulates, compares, annotates, and visualizes phylogenetic or other hierarchical trees with ETE 4.",
  "example_prompts": [
   "Can you help me analyzes, manipulates, compares, annotates, and visualizes phylogenetic or other hierarchical trees?",
   "Walk me through etetoolkit step by step",
   "What's the best way to approach etetoolkit for my project?"
  ],
  "keywords": [
   "etetoolkit",
   "analyzes",
   "manipulates",
   "compares",
   "annotates",
   "visualizes",
   "phylogenetic",
   "other",
   "hierarchical",
   "trees"
  ]
 },
 {
  "name": "exa-search",
  "description": "Searches scientific and technical web content with Exa and extracts page or PDF text from URLs in batches. Supports scholarly discovery with the publication category and academic domain filters. Applies to requests to search the web, look up current research, fetch a page, or extract an article using Exa.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/exa-search/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/exa-search/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to search scientific and technical web content with Exa and extracts page or PDF text from URLs in batches.",
  "example_prompts": [
   "Can you help me search scientific and technical web content with Exa and extracts page?",
   "Walk me through exa search step by step",
   "What's the best way to approach exa search for my project?"
  ],
  "keywords": [
   "exa-search",
   "searches",
   "scientific",
   "technical",
   "web",
   "content",
   "exa",
   "extracts",
   "page",
   "pdf"
  ]
 },
 {
  "name": "experimental-design",
  "description": "Designs experiments and studies BEFORE data is collected — choosing a design, randomizing, blocking, and laying out treatment combinations so results are interpretable. Use whenever someone is planning a study, asks how to assign subjects/samples to groups, mentions randomization, blocking, stratification, controls, factorial or fractional-factorial designs, design of experiments (DOE), screening many factors, response-surface optimization, crossover or repeated-measures or split-plot designs, cluster/group randomization, Latin squares, plate layouts, batch/run-order effects, replication vs. pseudoreplication, or sequential/adaptive/group-sequential designs. Trigger even for informal phrasings like \"how should I set up this experiment\", \"how do I avoid confounding\", \"what's the best way to test these 6 factors\", or \"assign these mice to conditions\". For computing the sample size or power once the design is chosen, use statistical-power; for analyzing data already collected, use statistical-analysis.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/experimental-design/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/experimental-design/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to someone is planning a study, asks how to assign subjects/samples to groups, mentions randomization, blocking, stratification.",
  "example_prompts": [
   "how should I set up this experiment",
   "how do I avoid confounding",
   "s the best way to test these 6 factors"
  ],
  "keywords": [
   "experimental-design",
   "designs",
   "experiments",
   "studies",
   "before",
   "data",
   "collected",
   "choosing",
   "design",
   "randomizing"
  ]
 },
 {
  "name": "exploratory-data-analysis",
  "description": "Performs bounded, local exploratory analysis of explicitly supported scientific files. Supports redacted CSV/TSV/JSON profiles; optional NumPy, HDF5, FASTA/FASTQ, and basic image metadata inspection; missingness/leakage audits; outlier and transformation sensitivity; and rigorous EDA report scaffolds. Other domain formats are reference-only and unknown formats fail closed.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/exploratory-data-analysis/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/exploratory-data-analysis/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you have a CSV or data file and want a first look at what's in it, with summaries and patterns.",
  "example_prompts": [
   "Can you help me perform bounded, local exploratory analysis of explicitly supported scientific files?",
   "Walk me through exploratory data analysis step by step",
   "What's the best way to approach exploratory data analysis for my project?"
  ],
  "keywords": [
   "exploratory-data-analysis",
   "performs",
   "bounded",
   "local",
   "exploratory",
   "analysis",
   "explicitly",
   "supported",
   "scientific",
   "files"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "fictiv",
  "description": "Operates Fictiv (app.fictiv.com), the on-demand manufacturing platform, end to end in the user's browser. Covers uploading CAD parts, configuring process, material, finish, threads, tolerances and inspections, getting instant or manual quotes, reading and fixing DFM feedback, choosing lead time and region, checking out and paying (card or PO), tracking orders, reordering, and troubleshooting. Applies when the user mentions Fictiv, wants a part CNC machined, 3D printed, sheet-metal fabricated, urethane cast, injection or compression molded, or die cast through an online service, asks to \"get a quote\" or \"order parts\" for a STEP/SLDPRT/STL file, wants to check a Fictiv quote or order status, or has a problem with a Fictiv upload, DFM warning, price or checkout. Also applies when the user wants custom parts manufactured and has a Fictiv account, even if Fictiv is not named.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/fictiv/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/fictiv/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to operate Fictiv , the on-demand manufacturing platform, end to end in the user's browser.",
  "example_prompts": [
   "get a quote",
   "order parts"
  ],
  "keywords": [
   "fictiv",
   "operates",
   "app",
   "com",
   "on-demand",
   "manufacturing",
   "platform",
   "end",
   "browser",
   "covers"
  ]
 },
 {
  "name": "flowio",
  "description": "Reads, inspects, and writes Flow Cytometry Standard (FCS) 2.0, 3.0, and 3.1 files with FlowIO. Use for low-level FCS metadata and channel inspection, NumPy event extraction, multi-dataset files, table export, and FCS 3.1 creation; use FlowKit for compensation, cytometry transforms, gating, or FlowJo workspaces.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/flowio/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/flowio/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to low-level FCS metadata and channel inspection, NumPy event extraction, multi-dataset files, table export, and FCS 3.1 creation.",
  "example_prompts": [
   "Can you help me low-level FCS metadata and channel inspection, NumPy event extraction, multi-dataset files?",
   "Walk me through flowio step by step",
   "What's the best way to approach flowio for my project?"
  ],
  "keywords": [
   "flowio",
   "reads",
   "inspects",
   "writes",
   "flow",
   "cytometry",
   "standard",
   "fcs",
   "files",
   "low-level"
  ]
 },
 {
  "name": "flowkit",
  "description": "Analyzes flow cytometry data with FlowKit, including spillover compensation, logicle and biexponential transforms, hierarchical gating, GatingML strategies, and supported FlowJo 10 workspaces. Use for reproducible gate counts, population percentages, gated fluorescence summaries, or reproducing a FlowJo analysis in Python. For FCS metadata inspection or file-format repair alone, use FlowIO.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/flowkit/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/flowkit/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to reproducible gate counts, population percentages, gated fluorescence summaries, or reproducing a FlowJo analysis in Python.",
  "example_prompts": [
   "Can you help me reproducible gate counts, population percentages, gated fluorescence summaries, or reproducing?",
   "Walk me through flowkit step by step",
   "What's the best way to approach flowkit for my project?"
  ],
  "keywords": [
   "flowkit",
   "analyzes",
   "flow",
   "cytometry",
   "data",
   "including",
   "spillover",
   "compensation",
   "logicle",
   "biexponential"
  ]
 },
 {
  "name": "fluidsim",
  "description": "Plans, configures, inspects, restarts, and analyzes bounded FluidSim computational-fluid-dynamics simulations with explicit numerical-validity and HPC safety checks. Use for FluidSim solver selection, parameter review, FFT/MPI setup, output diagnostics, or restart compatibility.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/fluidsim/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/fluidsim/SKILL.md",
  "category": "design",
  "when_to_use": "Use it for \\1luidSim solver selection, parameter review, FFT/MPI setup, output diagnostics, or restart compatibility.",
  "example_prompts": [
   "I need help with \\1luidSim solver selection, parameter review, FFT/MPI setup, output diagnostics, or restart",
   "Walk me through fluidsim step by step",
   "What's the best way to approach fluidsim for my project?"
  ],
  "keywords": [
   "fluidsim",
   "plans",
   "configures",
   "inspects",
   "restarts",
   "analyzes",
   "bounded",
   "computational-fluid-dynamics",
   "simulations",
   "explicit"
  ]
 },
 {
  "name": "folklore-variant-evidence",
  "description": "Retrieves ClinGen gene-disease validity assertions for a public gene or disease, and reviews source-linked public evidence and literature for one supported GRCh38 germline nuclear SNV or simple indel through Folklore Clinical Variant Interpretation MCP. Used when a scientific agent must branch deterministically on resolved, ambiguous, not-found, invalid, unsupported, or unavailable variant outcomes; chain a resolved public variant into related literature or publication details; or preserve evidence provenance without accepting patient, phenotype, family, segregation, or private case data.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/folklore-variant-evidence/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/folklore-variant-evidence/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to retrieve ClinGen gene-disease validity assertions for a public gene or disease.",
  "example_prompts": [
   "Can you help me retrieve ClinGen gene-disease validity assertions for a public gene or disease?",
   "Walk me through folklore variant evidence step by step",
   "What's the best way to approach folklore variant evidence for my project?"
  ],
  "keywords": [
   "folklore-variant-evidence",
   "retrieves",
   "clingen",
   "gene-disease",
   "validity",
   "assertions",
   "public",
   "gene",
   "disease",
   "reviews"
  ]
 },
 {
  "name": "generate-image",
  "description": "Generates or edits images with AI models through the OpenRouter Image API (Gemini, Seedream, Recraft, GPT-Image, Riverflow). Use for photos, illustrations, artwork, concept art, visual assets, logos, and image editing or compositing from reference images. For flowcharts, circuits, pathways, and other technical diagrams, use the scientific-schematics skill instead.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/generate-image/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/generate-image/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to photos, illustrations, artwork, concept art, visual assets, logos, and image editing or compositing from reference images.",
  "example_prompts": [
   "Can you help me photos, illustrations, artwork, concept art, visual assets, logos, and image editing?",
   "Walk me through generate image step by step",
   "What's the best way to approach generate image for my project?"
  ],
  "keywords": [
   "generate-image",
   "generates",
   "edits",
   "images",
   "models",
   "through",
   "openrouter",
   "image",
   "api",
   "gemini"
  ]
 },
 {
  "name": "geniml",
  "description": "Supports audited local Geniml genomic-interval workflows: validate BED and universe contracts, plan Region2Vec or scEmbed runs, inspect model/tokenizer compatibility, and assess consensus universes.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/geniml/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/geniml/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to support audited local Geniml genomic-interval workflows: validate BED and universe contracts, plan Region2Vec or scEmbed runs.",
  "example_prompts": [
   "Can you help me support audited local Geniml genomic-interval workflows: validate BED and universe contracts?",
   "Walk me through geniml step by step",
   "What's the best way to approach geniml for my project?"
  ],
  "keywords": [
   "geniml",
   "supports",
   "audited",
   "local",
   "genomic-interval",
   "workflows",
   "validate",
   "bed",
   "universe",
   "contracts"
  ]
 },
 {
  "name": "genomic-coordinates",
  "description": "Converts genomic intervals between coordinate conventions, normalises and compares variant representations, and detects assembly or contig-naming mismatches before they corrupt an analysis. Used whenever coordinates cross a format, tool, or assembly boundary - converting between BED, GFF/GTF, VCF, SAM/BAM, WIG, PSL, genePred, Picard interval_list, or region strings; reconciling 0-based half-open with 1-based inclusive; left-aligning or trimming indels; checking whether two variant records describe the same change; mapping genomic to transcript, CDS, or protein positions; auditing a BED/GTF/VCF for convention violations; or diagnosing GRCh37 vs hg19 vs GRCh38 vs T2T, chr-prefix, and liftover problems. Triggers include \"off by one\", \"0-based\", \"1-based\", \"half-open\", \"coordinate system\", \"left-align\", \"normalize variant\", \"bcftools norm\", \"chr prefix\", \"wrong genome build\", \"liftover\", \"REF mismatch\", and \"HGVS\".",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/genomic-coordinates/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/genomic-coordinates/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to convert genomic intervals between coordinate conventions, normalises and compares variant representations.",
  "example_prompts": [
   "off by one",
   "coordinate system",
   "normalize variant"
  ],
  "keywords": [
   "genomic-coordinates",
   "converts",
   "genomic",
   "intervals",
   "between",
   "coordinate",
   "conventions",
   "normalises",
   "compares",
   "variant"
  ]
 },
 {
  "name": "genomic-intelligence",
  "description": "Predicts regulatory features, gene structure, and expression directly from DNA sequence using Genomic Intelligence's hosted transformer DNA language models — no local GPU or model weights. Six tasks over a REST API and a hosted MCP server (keyless public demo): promoter regions, splice donor/acceptor sites, enhancer activity, chromatin state, sequence-to-expression (log TPM), and de-novo gene annotation, plus a composite find-genes-then-predict-expression workflow. Use when the user has a gene symbol, a genomic region, or a DNA/FASTA sequence and wants any of these predictions, mentions Genomic Intelligence, genomicintelligence.ai, api.genomicintelligence.ai, or mcp.genomicintelligence.ai.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/genomic-intelligence/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/genomic-intelligence/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to has a gene symbol, a genomic region, or a DNA/FASTA sequence and wants any of these predictions.",
  "example_prompts": [
   "Can you help me has a gene symbol, a genomic region, or a DNA/FASTA sequence?",
   "Walk me through genomic intelligence step by step",
   "What's the best way to approach genomic intelligence for my project?"
  ],
  "keywords": [
   "genomic-intelligence",
   "predicts",
   "regulatory",
   "features",
   "gene",
   "structure",
   "expression",
   "directly",
   "dna",
   "sequence"
  ]
 },
 {
  "name": "geomaster",
  "description": "Supports geospatial research workflows for remote sensing, vector and raster GIS, spatial statistics, terrain and network analysis, and machine learning for Earth observation. Use when processing satellite imagery, aligning coordinate systems and raster grids, accessing STAC catalogs, analyzing geospatial time series, or implementing scientific GIS workflows in Python, R, Julia, JavaScript, C++, Java, Go, or Rust.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/geomaster/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/geomaster/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're processing satellite imagery, aligning coordinate systems and raster grids, accessing STAC catalogs.",
  "example_prompts": [
   "Help me with processing satellite imagery, aligning coordinate systems and raster grids, accessing STAC",
   "Walk me through geomaster step by step",
   "What's the best way to approach geomaster for my project?"
  ],
  "keywords": [
   "geomaster",
   "supports",
   "geospatial",
   "research",
   "workflows",
   "remote",
   "sensing",
   "vector",
   "raster",
   "gis"
  ]
 },
 {
  "name": "geopandas",
  "description": "Guidance and local audit tools for Python workflows that directly use GeoPandas GeoSeries, GeoDataFrame, spatial operations, or vector-data I/O.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/geopandas/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/geopandas/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to guidance and local audit tools for Python workflows that directly use GeoPandas GeoSeries, GeoDataFrame, spatial operations.",
  "example_prompts": [
   "Can you help me guidance and local audit tools for Python workflows that directly use?",
   "Walk me through geopandas step by step",
   "What's the best way to approach geopandas for my project?"
  ],
  "keywords": [
   "geopandas",
   "guidance",
   "local",
   "audit",
   "tools",
   "python",
   "workflows",
   "directly",
   "geoseries",
   "geodataframe"
  ]
 },
 {
  "name": "get-available-resources",
  "description": "Detects host inventory and effective CPU, memory, disk, scheduler, container, and accelerator limits when a user asks for resource-aware planning or before a clearly resource-sensitive local workload. Produces a redacted JSON snapshot and conservative planning helpers without stress tests or assuming visible host hardware is usable.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/get-available-resources/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/get-available-resources/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to detect host inventory and effective CPU, memory, disk, scheduler, container.",
  "example_prompts": [
   "Can you help me detect host inventory and effective CPU, memory, disk, scheduler, container?",
   "Walk me through get available resources step by step",
   "What's the best way to approach get available resources for my project?"
  ],
  "keywords": [
   "get-available-resources",
   "detects",
   "host",
   "inventory",
   "effective",
   "cpu",
   "memory",
   "disk",
   "scheduler",
   "container"
  ]
 },
 {
  "name": "gget",
  "description": "Queries 20+ bioinformatics resources through CLI/Python. Supports quick lookups of gene info, BLAST/BLAT, viral sequence downloads, PDB/mmCIF structures, G2P residue annotations, enrichment analysis, OpenTargets, COSMIC, CELLxGENE, and 8cube mouse specificity/expression data. Best for interactive exploration and simple queries. For batch processing or advanced BLAST use biopython; for multi-database Python workflows use bioservices.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/gget/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/gget/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to querie 20+ bioinformatics resources through CLI/Python.",
  "example_prompts": [
   "Can you help me querie 20+ bioinformatics resources through CLI/Python?",
   "Walk me through gget step by step",
   "What's the best way to approach gget for my project?"
  ],
  "keywords": [
   "gget",
   "queries",
   "bioinformatics",
   "resources",
   "through",
   "cli",
   "python",
   "supports",
   "quick",
   "lookups"
  ]
 },
 {
  "name": "ginkgo-cloud-lab",
  "description": "Guides protocol selection, input preparation, pricing checks, and browser ordering on Ginkgo Bioworks Cloud Lab (cloud.ginkgo.bio). Applies to cell-free, E. coli, and Pichia protein expression; HiBiT, A280, and LabChip readouts; IVT mRNA/circRNA synthesis; thermal shift assays; Echo-MS methods; SPR target onboarding; plate-reader assay onboarding; and fluorescent pixel art.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/ginkgo-cloud-lab/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/ginkgo-cloud-lab/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to be guided to protocol selection, input preparation, pricing checks, and browser ordering on Ginkgo Bioworks Cloud Lab.",
  "example_prompts": [
   "Can you help me be guided to protocol selection, input preparation, pricing checks, and browser?",
   "Walk me through ginkgo cloud lab step by step",
   "What's the best way to approach ginkgo cloud lab for my project?"
  ],
  "keywords": [
   "ginkgo-cloud-lab",
   "guides",
   "protocol",
   "selection",
   "input",
   "preparation",
   "pricing",
   "checks",
   "browser",
   "ordering"
  ]
 },
 {
  "name": "glycoengineering",
  "description": "Analyzes and engineers protein glycosylation by scanning canonical N-glycosylation sequons, describing S/T-rich regions, checking curated glycan evidence, and preparing NetNGlyc, NetOGlyc and GlycoSHIELD workflows. Use for glycoprotein engineering, antibody Fc glycosylation, glycan shielding, and site-specific glycoproteomics interpretation.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/glycoengineering/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/glycoengineering/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to glycoprotein engineering, antibody Fc glycosylation, glycan shielding, and site-specific glycoproteomics interpretation.",
  "example_prompts": [
   "Can you help me glycoprotein engineering, antibody Fc glycosylation, glycan shielding, and site-specific glycoproteomics interpretation?",
   "Walk me through glycoengineering step by step",
   "What's the best way to approach glycoengineering for my project?"
  ],
  "keywords": [
   "glycoengineering",
   "analyzes",
   "engineers",
   "protein",
   "glycosylation",
   "scanning",
   "canonical",
   "n-glycosylation",
   "sequons",
   "describing"
  ]
 },
 {
  "name": "gtars",
  "description": "Supports Gtars for local genomic interval models and set algebra, overlaps and counts, consensus and coverage, tokenization, fragment processing, and refget/BEDbase planning across Python, Rust, and the CLI.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/gtars/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/gtars/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to support Gtars for local genomic interval models and set algebra, overlaps and counts, consensus and coverage, tokenization.",
  "example_prompts": [
   "Can you help me support Gtars for local genomic interval models and set algebra, overlaps?",
   "Walk me through gtars step by step",
   "What's the best way to approach gtars for my project?"
  ],
  "keywords": [
   "gtars",
   "supports",
   "local",
   "genomic",
   "interval",
   "models",
   "set",
   "algebra",
   "overlaps",
   "counts"
  ]
 },
 {
  "name": "histolab",
  "description": "Extracts and preprocesses whole-slide histology image tiles with Histolab. Use for WSI inspection, tissue masks, random/grid/score-based tile extraction, H&E stain normalization, and tile dataset preparation. For multiplexed imaging or deep learning inference pipelines, use pathml.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/histolab/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/histolab/SKILL.md",
  "category": "design",
  "when_to_use": "Use it for \\1SI inspection, tissue masks, random/grid/score-based tile extraction, H&E stain normalization, and tile dataset preparation.",
  "example_prompts": [
   "I need help with \\1SI inspection, tissue masks, random/grid/score-based tile extraction, H&E stain normalization",
   "Walk me through histolab step by step",
   "What's the best way to approach histolab for my project?"
  ],
  "keywords": [
   "histolab",
   "extracts",
   "preprocesses",
   "whole-slide",
   "histology",
   "image",
   "tiles",
   "wsi",
   "inspection",
   "tissue"
  ]
 },
 {
  "name": "hugging-science",
  "description": "Discovers and evaluates scientific datasets, models, methodology posts, and Spaces through the Hugging Science catalog. Used when selecting scientific ML resources in biology, chemistry, genomics, materials, climate, physics, astronomy, medicine, mathematics, protein design, single-cell analysis, or PDE modeling, and when checking their actual datasets, Transformers, native-runtime, Inference Providers, or Gradio interfaces.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/hugging-science/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/hugging-science/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to discover and evaluates scientific datasets, models, methodology posts, and Spaces through the Hugging Science catalog.",
  "example_prompts": [
   "Can you help me discover and evaluates scientific datasets, models, methodology posts, and Spaces through?",
   "Walk me through hugging science step by step",
   "What's the best way to approach hugging science for my project?"
  ],
  "keywords": [
   "hugging-science",
   "discovers",
   "evaluates",
   "scientific",
   "datasets",
   "models",
   "methodology",
   "posts",
   "spaces",
   "through"
  ]
 },
 {
  "name": "hypogenic",
  "description": "Plans and audits use of ChicagoHAI HypoGeniC/HypoRefine for LLM-assisted hypothesis generation from labeled text datasets. Use for the `hypogenic` package, its task configs, hypothesis banks, or HypoBench datasets—not for manual hypothesis formulation or scientific validation.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/hypogenic/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/hypogenic/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when the package, its task configs, hypothesis banks, or HypoBench datasets—not for manual hypothesis formulation or scientific validation.",
  "example_prompts": [
   "I need help with the package, its task configs, hypothesis banks, or HypoBench datasets—not",
   "Walk me through hypogenic step by step",
   "What's the best way to approach hypogenic for my project?"
  ],
  "keywords": [
   "hypogenic",
   "plans",
   "audits",
   "chicagohai",
   "hyporefine",
   "llm-assisted",
   "hypothesis",
   "generation",
   "labeled",
   "text"
  ]
 },
 {
  "name": "hypothesis-generation",
  "description": "Formulates evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims, discriminating predictions, measurements, and preregistration-ready analysis plans. Used when turning observations or preliminary findings into transparent, testable research plans without treating hypotheses as facts.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/hypothesis-generation/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/hypothesis-generation/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to formulate evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims.",
  "example_prompts": [
   "Can you help me formulate evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational?",
   "Walk me through hypothesis generation step by step",
   "What's the best way to approach hypothesis generation for my project?"
  ],
  "keywords": [
   "hypothesis-generation",
   "formulates",
   "evidence-bounded",
   "scientific",
   "questions",
   "candidate",
   "hypotheses",
   "rival",
   "explanations",
   "causal"
  ]
 },
 {
  "name": "imaging-data-commons",
  "description": "Queries and downloads public cancer imaging data from NCI Imaging Data Commons. Supports IDC collection discovery, DICOM access, radiology (CT, MR, PET) and pathology AI datasets, metadata SQL, visualization, licensing, and citations. Uses public metadata and download routes without authentication; optional BigQuery and Google Healthcare routes require Google credentials.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/imaging-data-commons/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/imaging-data-commons/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to querie and downloads public cancer imaging data from NCI Imaging Data Commons.",
  "example_prompts": [
   "Can you help me querie and downloads public cancer imaging data from NCI Imaging Data?",
   "Walk me through imaging data commons step by step",
   "What's the best way to approach imaging data commons for my project?"
  ],
  "keywords": [
   "imaging-data-commons",
   "queries",
   "downloads",
   "public",
   "cancer",
   "imaging",
   "data",
   "nci",
   "commons",
   "supports"
  ]
 },
 {
  "name": "infographics",
  "description": "Creates and reviews infographics with Nano Banana 2 via OpenRouter. Use for statistical summaries, timelines, comparisons, processes, and visual explanations with supplied data or optional Sonar research. Supports ten layouts, eight style presets, reference images, and accessible palette starting points.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/infographics/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/infographics/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to statistical summaries, timelines, comparisons, processes, and visual explanations with supplied data.",
  "example_prompts": [
   "Can you help me statistical summaries, timelines, comparisons, processes, and visual explanations with supplied data?",
   "Walk me through infographics step by step",
   "What's the best way to approach infographics for my project?"
  ],
  "keywords": [
   "infographics",
   "creates",
   "reviews",
   "nano",
   "banana",
   "via",
   "openrouter",
   "statistical",
   "summaries",
   "timelines"
  ]
 },
 {
  "name": "iso-standards-readiness",
  "description": "Prepares and structurally reviews readiness evidence for ISO management-system and laboratory-competence standards - ISO 13485 medical device QMS, ISO 14971 device risk management, ISO/IEC 17025 testing and calibration laboratories, and ISO 15189 medical laboratories. Use when organizing declared scope, controlled documents, risk-management files, scope of accreditation, traceability, CAPA, external-provider controls, or bounded local evidence manifests, and when separating ISO certification from laboratory accreditation, FDA QMSR inspection, CLIA certification, MDSAP, and EU MDR/IVDR evidence boundaries. Not for legal applicability, compliance, certification, or accreditation decisions; contains no clause text.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/iso-standards-readiness/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/iso-standards-readiness/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you're organizing declared scope, controlled documents, risk-management files, scope of accreditation, traceability, CAPA.",
  "example_prompts": [
   "Help me with organizing declared scope, controlled documents, risk-management files, scope of accreditation, traceability",
   "Walk me through iso standards readiness step by step",
   "What's the best way to approach iso standards readiness for my project?"
  ],
  "keywords": [
   "iso-standards-readiness",
   "prepares",
   "structurally",
   "reviews",
   "readiness",
   "evidence",
   "iso",
   "management-system",
   "laboratory-competence",
   "standards"
  ]
 },
 {
  "name": "lab-hardware-cad",
  "description": "Designs custom laboratory hardware as parametric build123d models and exports fabrication artifacts as STEP, STL, and DXF files - microfluidic chips and molds, optomechanical mounts and breadboard adapters, cuvette and microplate holders, tube racks, animal-behavior rigs, and 3D-printed instrument fixtures. Use when a research task needs a physical part that must mate with standardized labware, an optical table, a cage system, or a printer, CNC, or laser process.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/lab-hardware-cad/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/lab-hardware-cad/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when a research task needs a physical part that must mate with standardized labware, an optical table, a cage system, or a printer, CNC.",
  "example_prompts": [
   "I need help with a research task needs a physical part that must mate",
   "Walk me through lab hardware cad step by step",
   "What's the best way to approach lab hardware cad for my project?"
  ],
  "keywords": [
   "lab-hardware-cad",
   "designs",
   "custom",
   "laboratory",
   "hardware",
   "parametric",
   "build123d",
   "models",
   "exports",
   "fabrication"
  ]
 },
 {
  "name": "labarchive-integration",
  "description": "Integrates with the official LabArchives ELN REST-like API and Inventory API v1. Supports regional endpoint selection, signed-request construction, user authorization and UID flows, local LA container validation, and verified LabArchives integration workflows.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/labarchive-integration/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/labarchive-integration/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to integrate with the official LabArchives ELN REST-like API and Inventory API v1.",
  "example_prompts": [
   "Can you help me integrate with the official LabArchives ELN REST-like API and Inventory API?",
   "Walk me through labarchive integration step by step",
   "What's the best way to approach labarchive integration for my project?"
  ],
  "keywords": [
   "labarchive-integration",
   "integrates",
   "official",
   "labarchives",
   "eln",
   "rest-like",
   "api",
   "inventory",
   "supports",
   "regional"
  ]
 },
 {
  "name": "lamindb",
  "description": "Manages biological datasets and models with LaminDB, including artifact registration, lineage tracking, schema validation, Bionty ontology annotation, query/search, collections, branches, storage, and workflow integrations. Use for reproducible biological data curation or a LaminDB lakehouse.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/lamindb/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/lamindb/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to reproducible biological data curation or a LaminDB lakehouse.",
  "example_prompts": [
   "Can you help me reproducible biological data curation or a LaminDB lakehouse?",
   "Walk me through lamindb step by step",
   "What's the best way to approach lamindb for my project?"
  ],
  "keywords": [
   "lamindb",
   "manages",
   "biological",
   "datasets",
   "models",
   "including",
   "artifact",
   "registration",
   "lineage",
   "tracking"
  ]
 },
 {
  "name": "latchbio-integration",
  "description": "Builds, registers, debugs, and operates bioinformatics workflows on Latch using the Python SDK, CLI, Latch Data and Registry, Nextflow, Snakemake, programmatic execution, and Latch MCP. Use when authoring or deploying Latch workflows, configuring resources or interfaces, moving data, integrating Registry, or launching and monitoring runs.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/latchbio-integration/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/latchbio-integration/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you're authoring or deploying Latch workflows, configuring resources or interfaces, moving data, integrating Registry.",
  "example_prompts": [
   "Help me with authoring or deploying Latch workflows, configuring resources or interfaces, moving data",
   "Walk me through latchbio integration step by step",
   "What's the best way to approach latchbio integration for my project?"
  ],
  "keywords": [
   "latchbio-integration",
   "builds",
   "registers",
   "debugs",
   "operates",
   "bioinformatics",
   "workflows",
   "latch",
   "using",
   "python"
  ]
 },
 {
  "name": "latex-posters",
  "description": "Creates research posters in LaTeX using beamerposter, tikzposter, or baposter. Use for conference posters, academic presentations, multi-column scientific layouts, figure integration, typography, compilation, and PDF preflight.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/latex-posters/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/latex-posters/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you need an academic conference poster made in LaTeX.",
  "example_prompts": [
   "Can you help me conference posters, academic presentations, multi-column scientific layouts, figure integration, typography, compilation?",
   "Walk me through latex posters step by step",
   "What's the best way to approach latex posters for my project?"
  ],
  "keywords": [
   "latex-posters",
   "creates",
   "research",
   "posters",
   "latex",
   "using",
   "beamerposter",
   "tikzposter",
   "baposter",
   "conference"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "liteparse",
  "description": "Local document and PDF parsing that returns spatial text with bounding boxes. Use for extracting text from PDFs, DOCX, Office files, and images; running OCR on scans; producing layout-preserved JSON for RAG; batch-ingesting folders of papers; or rendering pages to PNG for multimodal agents. Distinguishing capabilities are spatial text boxes, Markdown, page raster output, and local parsing with optional custom HTTP OCR.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/liteparse/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/liteparse/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you're extracting text from PDFs, DOCX, Office files, and images.",
  "example_prompts": [
   "Help me with extracting text from PDFs, DOCX, Office files, and images",
   "Walk me through liteparse step by step",
   "What's the best way to approach liteparse for my project?"
  ],
  "keywords": [
   "liteparse",
   "local",
   "document",
   "pdf",
   "parsing",
   "returns",
   "spatial",
   "text",
   "bounding",
   "boxes"
  ]
 },
 {
  "name": "literature-review",
  "description": "Conducts systematic, scoping, and narrative literature reviews using PubMed, arXiv, bioRxiv, Semantic Scholar, and other appropriate sources. Use for research synthesis, reproducible literature searches, screening, citation checking, or preparing Markdown and PDF reviews. Tracks search coverage, records versus studies, and evidence limitations; supports meta-analysis planning but does not supply a meta-analysis engine.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/literature-review/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/literature-review/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to research synthesis, reproducible literature searches, screening, citation checking, or preparing Markdown and PDF reviews.",
  "example_prompts": [
   "Can you help me research synthesis, reproducible literature searches, screening, citation checking, or preparing Markdown?",
   "Walk me through literature review step by step",
   "What's the best way to approach literature review for my project?"
  ],
  "keywords": [
   "literature-review",
   "conducts",
   "systematic",
   "scoping",
   "narrative",
   "literature",
   "reviews",
   "using",
   "pubmed",
   "arxiv"
  ]
 },
 {
  "name": "mageck",
  "description": "Analyzes pooled CRISPR screen FASTQ reads and guide-count matrices with MAGeCK, validates guide libraries and contrasts, measures replicate and library QC, and produces gene hit rankings with effect sizes and FDR. Use for new knockout, CRISPRi, or CRISPRa screen analysis, enrichment or depletion contrasts, and MAGeCK count/test workflows; existing public dependency-score lookup belongs to DepMap.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/mageck/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/mageck/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to new knockout, CRISPRi, or CRISPRa screen analysis, enrichment or depletion contrasts, and MAGeCK count/test workflows.",
  "example_prompts": [
   "Can you help me new knockout, CRISPRi, or CRISPRa screen analysis, enrichment or depletion contrasts?",
   "Walk me through mageck step by step",
   "What's the best way to approach mageck for my project?"
  ],
  "keywords": [
   "mageck",
   "analyzes",
   "pooled",
   "crispr",
   "screen",
   "fastq",
   "reads",
   "guide-count",
   "matrices",
   "validates"
  ]
 },
 {
  "name": "marine-carbonate-chemistry",
  "description": "Solves seawater carbonate chemistry with PyCO2SYS for chemical oceanography, ocean acidification, and marine carbon-cycle research. Use for paired total alkalinity, dissolved inorganic carbon, pH, or seawater pCO2/fCO2 measurements; carbonate speciation; aragonite and calcite saturation; Revelle factors; lab-to-in-situ temperature and pressure corrections; and measurement uncertainty propagation. Applies to carbonate-system calculations, not general aqueous speciation or air-sea gas-flux estimation.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/marine-carbonate-chemistry/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/marine-carbonate-chemistry/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to paired total alkalinity, dissolved inorganic carbon, pH, or seawater pCO2/fCO2 measurements.",
  "example_prompts": [
   "Can you help me paired total alkalinity, dissolved inorganic carbon, pH, or seawater pCO2/fCO2 measurements?",
   "Walk me through marine carbonate chemistry step by step",
   "What's the best way to approach marine carbonate chemistry for my project?"
  ],
  "keywords": [
   "marine-carbonate-chemistry",
   "solves",
   "seawater",
   "carbonate",
   "chemistry",
   "pyco2sys",
   "chemical",
   "oceanography",
   "ocean",
   "acidification"
  ]
 },
 {
  "name": "markdown-mermaid-writing",
  "description": "Writes scientific Markdown documentation and Mermaid diagrams for workflows, relationships, timelines, and schemas. Provides syntax references, document templates, accessibility guidance, and version-aware rendering checks. Use when a user requests Markdown, Mermaid, or a text-based structural diagram; quantitative scientific figures require suitable plotting tools.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/markdown-mermaid-writing/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/markdown-mermaid-writing/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want documentation with diagrams, like flowcharts or timelines, written in Markdown.",
  "example_prompts": [
   "Can you help me requests Markdown, Mermaid, or a text-based structural diagram?",
   "Walk me through markdown mermaid writing step by step",
   "What's the best way to approach markdown mermaid writing for my project?"
  ],
  "keywords": [
   "markdown-mermaid-writing",
   "writes",
   "scientific",
   "markdown",
   "documentation",
   "mermaid",
   "diagrams",
   "workflows",
   "relationships",
   "timelines"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "market-research-reports",
  "description": "Builds evidence-traceable market research reports and assumption-driven market sizing or forecast scenarios. Use for market definition, industry and customer evidence, competitive landscapes, TAM/SAM/SOM reconciliation, forecast sensitivity, and auditable report scaffolds.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/market-research-reports/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/market-research-reports/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to market definition, industry and customer evidence, competitive landscapes, TAM/SAM/SOM reconciliation, forecast sensitivity.",
  "example_prompts": [
   "Can you help me market definition, industry and customer evidence, competitive landscapes, TAM/SAM/SOM reconciliation, forecast?",
   "Walk me through market research reports step by step",
   "What's the best way to approach market research reports for my project?"
  ],
  "keywords": [
   "market-research-reports",
   "builds",
   "evidence-traceable",
   "market",
   "research",
   "reports",
   "assumption-driven",
   "sizing",
   "forecast",
   "scenarios"
  ]
 },
 {
  "name": "markitdown",
  "description": "Converts heterogeneous documents and selected URIs to Markdown with Microsoft MarkItDown for text analysis, search, and LLM/RAG ingestion. Covers safe local conversion, streams, Office/PDF/data formats, batch workflows, plugins, vision OCR, Azure extraction, and the official MCP server.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/markitdown/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/markitdown/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to convert heterogeneous documents and selected URIs to Markdown with Microsoft MarkItDown for text analysis, search.",
  "example_prompts": [
   "Can you help me convert heterogeneous documents and selected URIs to Markdown with Microsoft MarkItDown?",
   "Walk me through markitdown step by step",
   "What's the best way to approach markitdown for my project?"
  ],
  "keywords": [
   "markitdown",
   "converts",
   "heterogeneous",
   "documents",
   "selected",
   "uris",
   "markdown",
   "microsoft",
   "text",
   "analysis"
  ]
 },
 {
  "name": "matchms",
  "description": "Processes, cleans, compares, and searches tandem mass spectra with matchms. Use for MS/MS file I/O, metadata harmonization, peak filtering, spectral similarity, library matching, score matrices, and molecular-similarity networks. Use pyopenms instead for LC-MS feature detection or proteomics pipelines.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/matchms/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/matchms/SKILL.md",
  "category": "data",
  "when_to_use": "Use it for \\1S/MS file I/O, metadata harmonization, peak filtering, spectral similarity, library matching, score matrices.",
  "example_prompts": [
   "I need help with \\1S/MS file I/O, metadata harmonization, peak filtering, spectral similarity, library matching",
   "Walk me through matchms step by step",
   "What's the best way to approach matchms for my project?"
  ],
  "keywords": [
   "matchms",
   "processes",
   "cleans",
   "compares",
   "searches",
   "tandem",
   "mass",
   "spectra",
   "file",
   "metadata"
  ]
 },
 {
  "name": "matlab",
  "description": "Builds, reviews, migrates, and plans MATLAB or GNU Octave numerical workflows. Use for arrays, tabular/time data, tests, projects, graphics, MAT files, and explicit Python interoperability.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/matlab/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/matlab/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to arrays, tabular/time data, tests, projects, graphics, MAT files, and explicit Python interoperability.",
  "example_prompts": [
   "Can you help me arrays, tabular/time data, tests, projects, graphics, MAT files, and explicit Python?",
   "Walk me through matlab step by step",
   "What's the best way to approach matlab for my project?"
  ],
  "keywords": [
   "matlab",
   "builds",
   "reviews",
   "migrates",
   "plans",
   "gnu",
   "octave",
   "numerical",
   "workflows",
   "arrays"
  ]
 },
 {
  "name": "matplotlib",
  "description": "Creates and customizes scientific plots with Matplotlib. Used for fine-grained control over plot elements, novel plot types, and scientific workflows. Export to PNG/PDF/SVG for publication. For quick statistical plots use seaborn; for interactive plots use plotly; for publication-ready multi-panel figures with journal styling, use scientific-visualization.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/matplotlib/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/matplotlib/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to make charts or plots in Python with Matplotlib.",
  "example_prompts": [
   "Can you help me create and customizes scientific plots with Matplotlib?",
   "Walk me through matplotlib step by step",
   "What's the best way to approach matplotlib for my project?"
  ],
  "keywords": [
   "matplotlib",
   "creates",
   "customizes",
   "scientific",
   "plots",
   "used",
   "fine-grained",
   "control",
   "over",
   "plot"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "medchem",
  "description": "Applies medicinal chemistry filters for compound triage, using drug-likeness rules (Lipinski, Veber, CNS), structural alert catalogs (PAINS, NIBR, ChEMBL), complexity metrics, and the medchem query language for library filtering.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/medchem/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/medchem/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to applie medicinal chemistry filters for compound triage, using drug-likeness rules , structural alert catalogs.",
  "example_prompts": [
   "Can you help me applie medicinal chemistry filters for compound triage, using drug-likeness rules?",
   "Walk me through medchem step by step",
   "What's the best way to approach medchem for my project?"
  ],
  "keywords": [
   "medchem",
   "applies",
   "medicinal",
   "chemistry",
   "filters",
   "compound",
   "triage",
   "using",
   "drug-likeness",
   "rules"
  ]
 },
 {
  "name": "modal",
  "description": "Modal is a serverless cloud platform for running Python on demand, including on-demand GPUs. Use when deploying or serving AI/ML models, running GPU-accelerated workloads (training, fine-tuning, inference), serving web endpoints, scheduling batch jobs, or scaling Python code to cloud containers with the Modal SDK.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/modal/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/modal/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you're deploying or serving AI/ML models, running GPU-accelerated workloads , serving web endpoints, scheduling batch jobs.",
  "example_prompts": [
   "Help me with deploying or serving AI/ML models, running GPU-accelerated workloads , serving web",
   "Walk me through modal step by step",
   "What's the best way to approach modal for my project?"
  ],
  "keywords": [
   "modal",
   "serverless",
   "cloud",
   "platform",
   "running",
   "python",
   "demand",
   "including",
   "on-demand",
   "gpus"
  ]
 },
 {
  "name": "molecular-dynamics",
  "description": "Runs and analyzes molecular dynamics simulations with OpenMM and MDAnalysis. Sets up protein/small molecule systems, defines force fields, runs energy minimization and production MD, and analyzes trajectories (RMSD, RMSF, contact maps, free energy surfaces). For structural biology, drug binding, and biophysics.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/molecular-dynamics/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/molecular-dynamics/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to run and analyzes molecular dynamics simulations with OpenMM and MDAnalysis.",
  "example_prompts": [
   "Can you help me run and analyzes molecular dynamics simulations with OpenMM and MDAnalysis?",
   "Walk me through molecular dynamics step by step",
   "What's the best way to approach molecular dynamics for my project?"
  ],
  "keywords": [
   "molecular-dynamics",
   "runs",
   "analyzes",
   "molecular",
   "dynamics",
   "simulations",
   "openmm",
   "mdanalysis",
   "sets",
   "protein"
  ]
 },
 {
  "name": "molfeat",
  "description": "Featurizes small molecules with Molfeat for QSAR/QSPR, chemical similarity, virtual screening, and molecular ML. Covers ECFP/MACCS fingerprints, RDKit descriptors, pharmacophores, pretrained embeddings, configuration persistence, and molecule-to-label alignment.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/molfeat/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/molfeat/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to featurize small molecules with Molfeat for QSAR/QSPR, chemical similarity, virtual screening, and molecular ML.",
  "example_prompts": [
   "Can you help me featurize small molecules with Molfeat for QSAR/QSPR, chemical similarity, virtual screening?",
   "Walk me through molfeat step by step",
   "What's the best way to approach molfeat for my project?"
  ],
  "keywords": [
   "molfeat",
   "featurizes",
   "small",
   "molecules",
   "qsar",
   "qspr",
   "chemical",
   "similarity",
   "virtual",
   "screening"
  ]
 },
 {
  "name": "ncats-arax",
  "description": "Queries the NCATS Translator ARAX production API for bounded, typed, provenance-rich one-hop and endpoint-pinned two-hop biomedical knowledge-graph relationships. Use for Biolink-constrained RTX-KG2 lookup, explicit selected-provider ARAX federation, separate entity normalization, qualifier-aware graph traversal, and inspection of TRAPI edge bindings, publications, and knowledge-source provenance. Do not use for inference, ranking, open-ended pathfinding, clinical guidance, or sensitive queries.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/ncats-arax/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/ncats-arax/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it for \\1iolink-constrained RTX-KG2 lookup, explicit selected-provider ARAX federation, separate entity normalization.",
  "example_prompts": [
   "I need help with \\1iolink-constrained RTX-KG2 lookup, explicit selected-provider ARAX federation, separate entity normalization",
   "Walk me through ncats arax step by step",
   "What's the best way to approach ncats arax for my project?"
  ],
  "keywords": [
   "ncats-arax",
   "queries",
   "ncats",
   "translator",
   "arax",
   "production",
   "api",
   "bounded",
   "typed",
   "provenance-rich"
  ]
 },
 {
  "name": "networkx",
  "description": "Creates, analyzes, and visualizes complex networks and graphs in Python with NetworkX. Use when working with network/graph data structures, computing graph algorithms (shortest paths, centrality, clustering), detecting communities, generating synthetic networks (random, scale-free, small-world), reading/writing graph file formats, or drawing network topologies. Common applications include social, biological, transportation, and citation networks.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/networkx/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/networkx/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're working with network/graph data structures, computing graph algorithms , detecting communities, generating synthetic networks.",
  "example_prompts": [
   "Help me with working with network/graph data structures, computing graph algorithms , detecting communities",
   "Walk me through networkx step by step",
   "What's the best way to approach networkx for my project?"
  ],
  "keywords": [
   "networkx",
   "creates",
   "analyzes",
   "visualizes",
   "complex",
   "networks",
   "graphs",
   "python",
   "working",
   "network"
  ]
 },
 {
  "name": "neurokit2",
  "description": "Builds and audits reproducible NeuroKit2 research workflows for physiological time-series preprocessing, event/interval analysis, multimodal alignment, variability, and complexity. Use when code imports neurokit2 or needs its current APIs, schemas, and method-aware validation—not for diagnosis or device validation.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/neurokit2/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/neurokit2/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to code imports neurokit2 or needs its current APIs, schemas, and method-aware validation—not for diagnosis or device validation.",
  "example_prompts": [
   "Can you help me code imports neurokit2 or needs its current APIs, schemas, and method-aware?",
   "Walk me through neurokit2 step by step",
   "What's the best way to approach neurokit2 for my project?"
  ],
  "keywords": [
   "neurokit2",
   "builds",
   "audits",
   "reproducible",
   "research",
   "workflows",
   "physiological",
   "time-series",
   "preprocessing",
   "event"
  ]
 },
 {
  "name": "neuropixels-analysis",
  "description": "Analyzes Neuropixels extracellular recordings end-to-end with SpikeInterface. Covers loading SpikeGLX/Open Ephys/NWB data, preprocessing, drift/motion correction, Kilosort4 (and CPU) spike sorting, quality metrics, and unit curation (threshold-based, model-based UnitRefine, and AI-assisted visual review). Use when working with Neuropixels 1.0/2.0 recordings, spike sorting, or extracellular electrophysiology analysis.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/neuropixels-analysis/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/neuropixels-analysis/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're working with Neuropixels 1.0/2.0 recordings, spike sorting, or extracellular electrophysiology analysis.",
  "example_prompts": [
   "Help me with working with Neuropixels 1.0/2.0 recordings, spike sorting, or extracellular electrophysiology analysis",
   "Walk me through neuropixels analysis step by step",
   "What's the best way to approach neuropixels analysis for my project?"
  ],
  "keywords": [
   "neuropixels-analysis",
   "analyzes",
   "neuropixels",
   "extracellular",
   "recordings",
   "end-to-end",
   "spikeinterface",
   "covers",
   "loading",
   "spikeglx"
  ]
 },
 {
  "name": "nextflow",
  "description": "Builds, runs, and debugs Nextflow DSL2 pipelines and nf-core workflows. Use for Nextflow, nf-core, .nf files, nextflow.config, processes/channels/operators, samplesheets, nf-test, modules/subworkflows, container and executor configuration, HPC/SLURM or cloud deployment, and failed or resumed pipeline runs.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/nextflow/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/nextflow/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it for builds, runs, and debugs Nextflow DSL2 pipelines and nf-core workflows.",
  "example_prompts": [
   "Can you help me builds, runs, and debugs Nextflow DSL2 pipelines and nf-core workflows?",
   "Walk me through nextflow step by step",
   "What's the best way to approach nextflow for my project?"
  ],
  "keywords": [
   "nextflow",
   "builds",
   "runs",
   "debugs",
   "dsl2",
   "pipelines",
   "nf-core",
   "workflows",
   "files",
   "config"
  ]
 },
 {
  "name": "nmrglue",
  "description": "Processes calibrated one-dimensional complex NMR free-induction decays with nmrglue into phased spectra, peak candidates, and signed integration regions. Use for raw 1D NMR processing, ppm-axis verification, apodization, Fourier transformation, manual phasing, baseline correction, or reproducible spectral integration.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/nmrglue/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/nmrglue/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to raw 1D NMR processing, ppm-axis verification, apodization, Fourier transformation, manual phasing, baseline correction.",
  "example_prompts": [
   "Can you help me raw 1D NMR processing, ppm-axis verification, apodization, Fourier transformation, manual phasing?",
   "Walk me through nmrglue step by step",
   "What's the best way to approach nmrglue for my project?"
  ],
  "keywords": [
   "nmrglue",
   "processes",
   "calibrated",
   "one-dimensional",
   "complex",
   "nmr",
   "free-induction",
   "decays",
   "into",
   "phased"
  ]
 },
 {
  "name": "nwb-conversion",
  "description": "Converts neuroscience acquisition data to Neurodata Without Borders files with NeuroConv and PyNWB, preserves metadata and timebases, checks evidence-based clock alignment, and produces schema validation, NWB Inspector findings and round-trip checks. Use for NWB conversion and synchronization of planar single-channel two-photon TIFF imaging plus timestamped behavioral position CSV; this skill does not perform spike sorting or claim tested support for arbitrary acquisition formats.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/nwb-conversion/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/nwb-conversion/SKILL.md",
  "category": "data",
  "when_to_use": "Use it for \\1WB conversion and synchronization of planar single-channel two-photon TIFF imaging plus timestamped behavioral position CSV.",
  "example_prompts": [
   "I need help with \\1WB conversion and synchronization of planar single-channel two-photon TIFF imaging plus",
   "Walk me through nwb conversion step by step",
   "What's the best way to approach nwb conversion for my project?"
  ],
  "keywords": [
   "nwb-conversion",
   "converts",
   "neuroscience",
   "acquisition",
   "data",
   "neurodata",
   "without",
   "borders",
   "files",
   "neuroconv"
  ]
 },
 {
  "name": "omero-integration",
  "description": "Inspects and automates microscopy data workflows against OMERO.server with omero-py, BlitzGateway, OMERO CLI, tables, annotations, ROIs, rendering, and documented OMERO.web APIs. Use this skill for scoped OMERO inventory, metadata export, import/export planning, or reviewed write workflows.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/omero-integration/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/omero-integration/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to scoped OMERO inventory, metadata export, import/export planning, or reviewed write workflows.",
  "example_prompts": [
   "Can you help me scoped OMERO inventory, metadata export, import/export planning, or reviewed write workflows?",
   "Walk me through omero integration step by step",
   "What's the best way to approach omero integration for my project?"
  ],
  "keywords": [
   "omero-integration",
   "inspects",
   "automates",
   "microscopy",
   "data",
   "workflows",
   "against",
   "omero",
   "server",
   "omero-py"
  ]
 },
 {
  "name": "onekgpd",
  "description": "Queries the 1000 Genomes Project dataset (3,202 whole-genome-sequenced individuals, GRCh38) at the level of individual participants. Use when a question is about individuals or variants in the 1000 Genomes Project cohort: which individuals carry variants matching specific criteria in a gene or region, which individuals are homozygous-reference at a position, which variants exist in the dataset or carried by specified individuals in a gene or region, the relatedness between two specified individuals. Variants are returned with 1000 Genomes allele frequencies (AF), gnomAD v4.1 exome and genome AF, AlphaMissense score, and HGVSp annotations.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/onekgpd/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/onekgpd/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when a question is about individuals or variants in the 1000 Genomes Project cohort: which individuals carry variants matching specific.",
  "example_prompts": [
   "I need help with a question is about individuals or variants in the 1000 Genomes",
   "Walk me through onekgpd step by step",
   "What's the best way to approach onekgpd for my project?"
  ],
  "keywords": [
   "onekgpd",
   "queries",
   "genomes",
   "project",
   "dataset",
   "whole-genome-sequenced",
   "individuals",
   "grch38",
   "level",
   "individual"
  ]
 },
 {
  "name": "ontology-term-resolution",
  "description": "Resolves free-text scientific labels to ontology term IDs and validates existing CURIEs against the EBI Ontology Lookup Service (OLS4). Also looks up prefixes in Bioregistry, resolves compact identifiers via Identifiers.org, maps lab shorthand with ZOOMA, and builds Ontobee term pages. Use whenever an ontology identifier must be produced or checked - annotating tissue, cell type, disease, phenotype, assay, chemical, organism, sex, or developmental stage fields; preparing metadata for GEO, ENA, BioSamples, CELLxGENE, HCA, or ISA-Tab submission; auditing a metadata table of term IDs; checking whether a term is obsolete and what replaced it; or deciding HPO vs HP. Triggers include \"ontology term\", \"ontology ID\", \"CURIE\", \"controlled vocabulary\", \"UBERON\", \"CL:\", \"MONDO\", \"HPO\", \"EFO\", \"ChEBI\", \"NCBITaxon\", \"GO term\", \"PATO\", \"Zooma\", \"Bioregistry\", \"Identifiers.org\", \"Ontobee\", \"annotate this tissue/cell type/disease\", and any request to emit or verify an identifier shaped like PREFIX:0001234.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/ontology-term-resolution/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/ontology-term-resolution/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when an ontology identifier must be produced or checked - annotating tissue, cell type, disease, phenotype, assay, chemical, organism, sex.",
  "example_prompts": [
   "ontology term",
   "ontology ID",
   "controlled vocabulary"
  ],
  "keywords": [
   "ontology-term-resolution",
   "resolves",
   "free-text",
   "scientific",
   "labels",
   "ontology",
   "term",
   "ids",
   "validates",
   "existing"
  ]
 },
 {
  "name": "open-notebook",
  "description": "Organizes research with the self-hosted Open Notebook alternative to NotebookLM. Supports source ingestion (PDFs, web pages, audio, video, and Office documents), cited document chat, text and vector search, notes, custom transformations, and multi-speaker podcasts. Use when automating Open Notebook through its REST API or configuring its local or cloud AI providers, including OpenAI, Anthropic, Google, Ollama, Groq, and Mistral.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/open-notebook/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/open-notebook/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you're automating Open Notebook through its REST API or configuring its local or cloud AI providers, including OpenAI, Anthropic, Google.",
  "example_prompts": [
   "Help me with automating Open Notebook through its REST API or configuring its local",
   "Walk me through open notebook step by step",
   "What's the best way to approach open notebook for my project?"
  ],
  "keywords": [
   "open-notebook",
   "organizes",
   "research",
   "self-hosted",
   "open",
   "notebook",
   "alternative",
   "notebooklm",
   "supports",
   "source"
  ]
 },
 {
  "name": "openpiv",
  "description": "Performs Particle Image Velocimetry (PIV) analysis with OpenPIV. Use when extracting velocity fields from PIV image pairs, analyzing fluid dynamics or flow visualization experiments, cross-correlating interrogation windows, validating and replacing spurious PIV vectors, or computing vorticity, strain rate, and turbulence statistics from measured velocity fields.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/openpiv/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/openpiv/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're extracting velocity fields from PIV image pairs, analyzing fluid dynamics or flow visualization experiments.",
  "example_prompts": [
   "Help me with extracting velocity fields from PIV image pairs, analyzing fluid dynamics",
   "Walk me through openpiv step by step",
   "What's the best way to approach openpiv for my project?"
  ],
  "keywords": [
   "openpiv",
   "performs",
   "particle",
   "image",
   "velocimetry",
   "piv",
   "analysis",
   "extracting",
   "velocity",
   "fields"
  ]
 },
 {
  "name": "opentrons-integration",
  "description": "Authors, reviews, migrates, simulates, and troubleshoots official Opentrons Python Protocol API v2 protocols for Flex and OT-2 robots. Use for robot-specific liquid handling, deck and labware setup, pipettes, modules, runtime parameters, liquid classes, and Opentrons App analysis. Use pylabrobot instead when one workflow must support multiple robot vendors.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/opentrons-integration/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/opentrons-integration/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to robot-specific liquid handling, deck and labware setup, pipettes, modules, runtime parameters, liquid classes.",
  "example_prompts": [
   "Can you help me robot-specific liquid handling, deck and labware setup, pipettes, modules, runtime parameters?",
   "Walk me through opentrons integration step by step",
   "What's the best way to approach opentrons integration for my project?"
  ],
  "keywords": [
   "opentrons-integration",
   "authors",
   "reviews",
   "migrates",
   "simulates",
   "troubleshoots",
   "official",
   "opentrons",
   "python",
   "protocol"
  ]
 },
 {
  "name": "optimize-for-gpu",
  "description": "GPU-accelerates scientific Python on NVIDIA hardware and verifies that the result is correct and faster. Use for CUDA/GPU optimization; CPU-bound NumPy, SciPy, pandas, scikit-learn, NetworkX, scikit-image, vector-search, image-processing, graph, simulation, or file-I/O workloads; CuPy, cuDF, cuML, cuGraph, cuVS, cuCIM, KvikIO, Warp, Newton, Numba-CUDA, or RAFT questions; and profiling, memory-transfer, kernel, or multi-GPU bottlenecks. Also use when large data-parallel Python code is slow and GPU acceleration is a plausible option, even if the user does not name CUDA.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/optimize-for-gpu/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/optimize-for-gpu/SKILL.md",
  "category": "data",
  "when_to_use": "Use it for GPU-accelerates scientific Python on NVIDIA hardware and verifies that the result is correct and faster.",
  "example_prompts": [
   "I need help with GPU-accelerates scientific Python on NVIDIA hardware and verifies that the result",
   "Walk me through optimize for gpu step by step",
   "What's the best way to approach optimize for gpu for my project?"
  ],
  "keywords": [
   "optimize-for-gpu",
   "gpu-accelerates",
   "scientific",
   "python",
   "nvidia",
   "hardware",
   "verifies",
   "result",
   "correct",
   "faster"
  ]
 },
 {
  "name": "pacsomatic",
  "description": "Prepares and launches nf-core/pacsomatic matched tumor-normal PacBio HiFi genomics workflows from unaligned BAM inputs. Supports samplesheet generation, pinned Nextflow launch artifacts, local checks, LSF/Slurm/PBS Pro/SGE launcher submission, and startup troubleshooting. Use for pacsomatic run preparation and execution, not general short-read somatic analysis or medical imaging PACS.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/pacsomatic/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/pacsomatic/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to pacsomatic run preparation and execution, not general short-read somatic analysis or medical imaging PACS.",
  "example_prompts": [
   "Can you help me pacsomatic run preparation and execution, not general short-read somatic analysis?",
   "Walk me through pacsomatic step by step",
   "What's the best way to approach pacsomatic for my project?"
  ],
  "keywords": [
   "pacsomatic",
   "prepares",
   "launches",
   "nf-core",
   "matched",
   "tumor-normal",
   "pacbio",
   "hifi",
   "genomics",
   "workflows"
  ]
 },
 {
  "name": "paper-lookup",
  "description": "Searches 18 scholarly APIs for papers, preprints, citations, open-access full text, repository records, and journal OA status, and returns results with reproducible provenance. Covers PubMed, PMC, Europe PMC, bioRxiv, medRxiv, arXiv, OpenAlex, Crossref, Semantic Scholar, CORE, Unpaywall, OpenCitations, PubTator3, Zenodo, Figshare, ROR, BioStudies, and DOAJ. Use when searching for papers, citations, DOI/PMID/arXiv lookups, abstracts, full text, open-access PDFs, preprints, citation graphs, author publications, biomedical entity annotations, deposited records (Zenodo, Figshare, BioStudies), institution ROR IDs, or any scholarly literature query. Triggers on mentions of any supported database or requests like \"find papers on X\", \"look up this DOI\", \"who cites this paper\", or \"get me the PDF\".",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/paper-lookup/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/paper-lookup/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you're searching for papers, citations, DOI/PMID/arXiv lookups, abstracts, full text, open-access PDFs, preprints, citation graphs.",
  "example_prompts": [
   "find papers on X",
   "look up this DOI",
   "who cites this paper"
  ],
  "keywords": [
   "paper-lookup",
   "searches",
   "scholarly",
   "apis",
   "papers",
   "preprints",
   "citations",
   "open-access",
   "full",
   "text"
  ]
 },
 {
  "name": "paperclip",
  "description": "Searches and reads biomedical papers, FDA/PMDA/EMA documents, clinical trials, and protein records with the GXL Paperclip CLI and Python SDK. Supports source-scoped search, full-text grep, metadata SQL, map/reduce extraction, figure analysis, optional repositories and claim verification, and line-pinned citations. Use when a task names GXL paperclip, asks to install or authenticate it, or requests literature retrieval and evidence extraction through Paperclip.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/paperclip/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/paperclip/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when a task names GXL paperclip, asks to install or authenticate it, or requests literature retrieval and evidence extraction through Paperclip.",
  "example_prompts": [
   "I need help with a task names GXL paperclip, asks to install or authenticate it",
   "Walk me through paperclip step by step",
   "What's the best way to approach paperclip for my project?"
  ],
  "keywords": [
   "paperclip",
   "searches",
   "reads",
   "biomedical",
   "papers",
   "fda",
   "pmda",
   "ema",
   "documents",
   "clinical"
  ]
 },
 {
  "name": "paperzilla",
  "description": "Reads projects, searches project feeds, and retrieves recommendations and canonical papers in Paperzilla through the pz CLI. Supports recent recommendations, paper details, markdown-based summaries, recommendation feedback, JSON export, and Atom feed URLs.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/paperzilla/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/paperzilla/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to read projects, searches project feeds, and retrieves recommendations and canonical papers in Paperzilla through the pz CLI.",
  "example_prompts": [
   "Can you help me read projects, searches project feeds, and retrieves recommendations and canonical papers?",
   "Walk me through paperzilla step by step",
   "What's the best way to approach paperzilla for my project?"
  ],
  "keywords": [
   "paperzilla",
   "reads",
   "projects",
   "searches",
   "project",
   "feeds",
   "retrieves",
   "recommendations",
   "canonical",
   "papers"
  ]
 },
 {
  "name": "parallel-web",
  "description": "Uses Parallel CLI for web search, URL extraction, deep research, structured data enrichment, entity discovery, and recurring web monitoring. Best for requests that explicitly need current web evidence, academic-source discovery, repeated entity lookups, exhaustive reports, or ongoing change tracking.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/parallel-web/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/parallel-web/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to use Parallel CLI for web search, URL extraction, deep research, structured data enrichment, entity discovery.",
  "example_prompts": [
   "Can you help me use Parallel CLI for web search, URL extraction, deep research, structured?",
   "Walk me through parallel web step by step",
   "What's the best way to approach parallel web for my project?"
  ],
  "keywords": [
   "parallel-web",
   "uses",
   "parallel",
   "cli",
   "web",
   "search",
   "url",
   "extraction",
   "deep",
   "research"
  ]
 },
 {
  "name": "pathml",
  "description": "Supports local computational pathology research with PathML: slide loading and tiling, preprocessing and QC, h5path storage, multiplex quantification, spatial graphs, and bounded model inference. Use for whole-slide H&E, CODEX, Vectra, Mesmer, HoVer-Net, and HACTNet workflows.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/pathml/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/pathml/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to whole-slide H&E, CODEX, Vectra, Mesmer, HoVer-Net, and HACTNet workflows.",
  "example_prompts": [
   "Can you help me whole-slide H&E, CODEX, Vectra, Mesmer, HoVer-Net, and HACTNet workflows?",
   "Walk me through pathml step by step",
   "What's the best way to approach pathml for my project?"
  ],
  "keywords": [
   "pathml",
   "supports",
   "local",
   "computational",
   "pathology",
   "research",
   "slide",
   "loading",
   "tiling",
   "preprocessing"
  ]
 },
 {
  "name": "pathogen-variant-surveillance",
  "description": "Queries public GenSpectrum LAPIS data for pathogen genomic surveillance, current lineage nomenclature, weekly sequence proportions, reporting delays, and descriptive mutation frequencies. Use for variant surveillance, Pango lineage validation, dominant submitted lineages, Nextclade assignment provenance, SARS-CoV-2, influenza/H5N1 clades, RSV, mpox, measles, dengue, or LAPIS queries. Distinguishes sequence prevalence from infection prevalence, clades from genotypes, missing calls from reference matches, and sampling changes from biological growth advantage.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/pathogen-variant-surveillance/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/pathogen-variant-surveillance/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to variant surveillance, Pango lineage validation, dominant submitted lineages, Nextclade assignment provenance, SARS-CoV-2.",
  "example_prompts": [
   "Can you help me variant surveillance, Pango lineage validation, dominant submitted lineages, Nextclade assignment provenance?",
   "Walk me through pathogen variant surveillance step by step",
   "What's the best way to approach pathogen variant surveillance for my project?"
  ],
  "keywords": [
   "pathogen-variant-surveillance",
   "queries",
   "public",
   "genspectrum",
   "lapis",
   "data",
   "pathogen",
   "genomic",
   "surveillance",
   "current"
  ]
 },
 {
  "name": "pathway-enrichment",
  "description": "Performs pathway and gene-set enrichment analysis on gene lists or ranked gene data and interprets the results. Used when the user has a set of genes (differentially expressed genes from PyDESeq2/Scanpy, CRISPR-screen hits, cluster marker genes, proteomics hits) and wants to know which biological pathways, GO terms, or gene sets are over-represented or enriched. Covers over-representation analysis (ORA / Enrichr / Fisher / hypergeometric), ranked Gene Set Enrichment Analysis (GSEA / preranked), single-sample scoring (ssGSEA/GSVA), and functional profiling via gseapy, g:Profiler, Enrichr libraries, MSigDB, GO, KEGG, Reactome, and WikiPathways — plus gene-ID mapping, choosing the right background universe, multiple-testing correction, redundancy reduction, dotplots/enrichment maps, and publication-ready tables. Use this for \"pathway analysis\", \"enrichment analysis\", \"GO enrichment\", \"KEGG/Reactome pathways\", \"GSEA\", \"over-representation\", \"functional annotation\", or \"what pathways are my genes in\".",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/pathway-enrichment/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/pathway-enrichment/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to perform pathway and gene-set enrichment analysis on gene lists or ranked gene data and interprets the results.",
  "example_prompts": [
   "pathway analysis",
   "enrichment analysis",
   "GO enrichment"
  ],
  "keywords": [
   "pathway-enrichment",
   "performs",
   "pathway",
   "gene-set",
   "enrichment",
   "analysis",
   "gene",
   "lists",
   "ranked",
   "data"
  ]
 },
 {
  "name": "peer-review",
  "description": "Prepares evidence-bounded, constructive peer-review drafts and structured manuscript assessments. Supports authorized review of scientific manuscripts, protocols, preprints, or research proposals; reporting-guideline selection; claim–evidence checks; methods, statistics, reproducibility, ethics, figure/table, and citation critique; or revision-response planning.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/peer-review/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/peer-review/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments.",
  "example_prompts": [
   "Can you help me prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments?",
   "Walk me through peer review step by step",
   "What's the best way to approach peer review for my project?"
  ],
  "keywords": [
   "peer-review",
   "prepares",
   "evidence-bounded",
   "constructive",
   "drafts",
   "structured",
   "manuscript",
   "assessments",
   "supports",
   "authorized"
  ]
 },
 {
  "name": "pennylane",
  "description": "Builds and differentiates PennyLane quantum circuits, hybrid PyTorch or JAX models, molecular VQE and QAOA workflows. Use for variational quantum algorithms, quantum machine learning, simulator validation, and moving validated circuits to provider plugins. For hardware-specific compilation use qiskit or cirq; for open-system dynamics use qutip.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/pennylane/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/pennylane/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to variational quantum algorithms, quantum machine learning, simulator validation.",
  "example_prompts": [
   "Can you help me variational quantum algorithms, quantum machine learning, simulator validation?",
   "Walk me through pennylane step by step",
   "What's the best way to approach pennylane for my project?"
  ],
  "keywords": [
   "pennylane",
   "builds",
   "differentiates",
   "quantum",
   "circuits",
   "hybrid",
   "pytorch",
   "jax",
   "models",
   "molecular"
  ]
 },
 {
  "name": "phylogenetics",
  "description": "Builds and analyzes phylogenetic trees using MAFFT multiple sequence alignment, IQ-TREE maximum likelihood with ModelFinder and branch support, and FastTree approximate inference. Uses ETE3 for tree summaries and visualization. Applies to homologous nucleotide or protein sequences, microbial gene trees, protein families, and cautiously interpreted dated phylogenies.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/phylogenetics/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/phylogenetics/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to build and analyzes phylogenetic trees using MAFFT multiple sequence alignment.",
  "example_prompts": [
   "Can you help me build and analyzes phylogenetic trees using MAFFT multiple sequence alignment?",
   "Walk me through phylogenetics step by step",
   "What's the best way to approach phylogenetics for my project?"
  ],
  "keywords": [
   "phylogenetics",
   "builds",
   "analyzes",
   "phylogenetic",
   "trees",
   "using",
   "mafft",
   "multiple",
   "sequence",
   "alignment"
  ]
 },
 {
  "name": "pi-agent",
  "description": "Builds with and operates Pi, the minimal terminal coding harness. Use for installing Pi, configuring providers/models/settings/environment variables, creating Pi skills/extensions/packages/themes/prompt templates, embedding Pi through the SDK, integrating over RPC or JSON event streams, parsing sessions, running local models through the llama.cpp router, developing custom Pi providers and TUI components, or using ecosystem packages such as pi-subagents (delegation/orchestration), pi-mcp-adapter (MCP servers), pi-interview (interactive forms), and pi-web-access (web search, fetching, video understanding).",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/pi-agent/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/pi-agent/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're installing Pi, configuring providers/models/settings/environment variables.",
  "example_prompts": [
   "Help me with installing Pi, configuring providers/models/settings/environment variables",
   "Walk me through pi agent step by step",
   "What's the best way to approach pi agent for my project?"
  ],
  "keywords": [
   "pi-agent",
   "builds",
   "operates",
   "minimal",
   "terminal",
   "coding",
   "harness",
   "installing",
   "configuring",
   "providers"
  ]
 },
 {
  "name": "pkpd-modeling",
  "description": "Pharmacokinetic and pharmacodynamic modelling and simulation - non-compartmental analysis, compartmental and population PK, PK/PD and exposure-response, TMDD, PBPK orientation, bioequivalence, allometric scaling and first-in-human dose, drug interaction prediction, and Bayesian therapeutic drug monitoring. Use when analysing concentration-time data, deriving exposure metrics, fitting PK or PD models, or evaluating dosing regimens. Triggers include \"pharmacokinetics\", \"pharmacodynamics\", \"PK/PD\", \"NCA\", \"non-compartmental\", \"AUC\", \"Cmax\", \"lambda z\", \"half-life\", \"clearance\", \"volume of distribution\", \"compartmental model\", \"population PK\", \"popPK\", \"NONMEM\", \"nlmixr2\", \"Pharmpy\", \"Monolix\", \"exposure-response\", \"Emax\", \"EC50\", \"indirect response\", \"effect compartment\", \"TMDD\", \"PBPK\", \"bioequivalence\", \"RSABE\", \"ABEL\", \"allometric scaling\", \"first-in-human\", \"MABEL\", \"drug-drug interaction\", \"DDI\", \"ICH M12\", \"concentration-QTc\", \"therapeutic drug monitoring\", \"MIPD\", and \"dosing regimen\".",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/pkpd-modeling/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/pkpd-modeling/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you're analysing concentration-time data, deriving exposure metrics, fitting PK or PD models, or evaluating dosing regimens.",
  "example_prompts": [
   "lambda z",
   "volume of distribution",
   "compartmental model"
  ],
  "keywords": [
   "pkpd-modeling",
   "pharmacokinetic",
   "pharmacodynamic",
   "modelling",
   "simulation",
   "non-compartmental",
   "analysis",
   "compartmental",
   "population",
   "exposure-response"
  ]
 },
 {
  "name": "polars-bio",
  "description": "Performs genomic interval overlap, nearest, merge, coverage, complement and subtraction on Polars DataFrames, and reads or writes BED, VCF, BCF, BAM, CRAM, GFF, GTF, FASTA and FASTQ data. Use for coordinate-aware genomic joins, read-depth analysis, lazy bioinformatics I/O, SQL queries or migration from bioframe.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/polars-bio/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/polars-bio/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to coordinate-aware genomic joins, read-depth analysis, lazy bioinformatics I/O, SQL queries or migration from bioframe.",
  "example_prompts": [
   "Can you help me coordinate-aware genomic joins, read-depth analysis, lazy bioinformatics I/O, SQL queries?",
   "Walk me through polars bio step by step",
   "What's the best way to approach polars bio for my project?"
  ],
  "keywords": [
   "polars-bio",
   "performs",
   "genomic",
   "interval",
   "overlap",
   "nearest",
   "merge",
   "coverage",
   "complement",
   "subtraction"
  ]
 },
 {
  "name": "polars",
  "description": "High-performance DataFrame library for Python ETL, analytics, and pandas migration. It supports expression-based data manipulation with lazy query optimization, parallel execution, streaming out-of-core processing, Arrow interoperability, and optional GPU execution.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/polars/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/polars/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to analyze or transform large tables of data quickly in Python with Polars.",
  "example_prompts": [
   "Can you help me high-performance DataFrame library for Python ETL, analytics, and pandas migration?",
   "Walk me through polars step by step",
   "What's the best way to approach polars for my project?"
  ],
  "keywords": [
   "polars",
   "high-performance",
   "dataframe",
   "library",
   "python",
   "etl",
   "analytics",
   "pandas",
   "migration",
   "supports"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "pptx-posters",
  "description": "Creates and audits editable scientific posters in macro-free PowerPoint (.pptx) from author-approved local content and assets. Used when the requested deliverable is a PowerPoint research/conference poster and exact physical, printer, accessibility, provenance, and package-security checks are required.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/pptx-posters/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/pptx-posters/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you need a scientific poster as an editable PowerPoint file.",
  "example_prompts": [
   "Can you help me create and audits editable scientific posters in macro-free PowerPoint from author-approved?",
   "Walk me through pptx posters step by step",
   "What's the best way to approach pptx posters for my project?"
  ],
  "keywords": [
   "pptx-posters",
   "creates",
   "audits",
   "editable",
   "scientific",
   "posters",
   "macro-free",
   "powerpoint",
   "pptx",
   "author-approved"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "primekg",
  "description": "Queries a pinned Precision Medicine Knowledge Graph (PrimeKG) CSV for typed gene, drug, disease, and phenotype nodes, direct associations, disease context, and one- or two-hop paths. Use for PrimeKG reproducibility, biological association lookup, and hypothesis generation with relation and data provenance preserved.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/primekg/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/primekg/SKILL.md",
  "category": "data",
  "when_to_use": "Use it for \\1rimeKG reproducibility, biological association lookup, and hypothesis generation with relation and data provenance preserved.",
  "example_prompts": [
   "I need help with \\1rimeKG reproducibility, biological association lookup, and hypothesis generation with relation",
   "Walk me through primekg step by step",
   "What's the best way to approach primekg for my project?"
  ],
  "keywords": [
   "primekg",
   "queries",
   "pinned",
   "precision",
   "medicine",
   "knowledge",
   "graph",
   "csv",
   "typed",
   "gene"
  ]
 },
 {
  "name": "primer-design",
  "description": "Designs and audits PCR and RT-qPCR primers with Primer3, explicit thermodynamic conditions, reference-based off-target amplification searches, and traceable sequence coordinates. Use for designing primer pairs, checking existing primers, exon-junction or isoform-specific assays, variant masking, cloning tails, multiplex compatibility, and interpreting Primer-BLAST results. Includes bounded local in-silico PCR and BLAST screening; distinguishes computational candidates from experimentally validated assays.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/primer-design/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/primer-design/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're designing primer pairs, checking existing primers, exon-junction or isoform-specific assays, variant masking, cloning tails.",
  "example_prompts": [
   "Help me with designing primer pairs, checking existing primers, exon-junction or isoform-specific assays, variant",
   "Walk me through primer design step by step",
   "What's the best way to approach primer design for my project?"
  ],
  "keywords": [
   "primer-design",
   "designs",
   "audits",
   "pcr",
   "rt-qpcr",
   "primers",
   "primer3",
   "explicit",
   "thermodynamic",
   "conditions"
  ]
 },
 {
  "name": "protocolsio-integration",
  "description": "Reads, validates, and safely exports protocols.io data with current official REST/MCP contracts, or creates non-executing mutation plans. The bundled client makes bounded official-host GET requests only with explicit --execute. Use only for tasks explicitly targeting protocols.io or an exact protocols.io protocol version.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/protocolsio-integration/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/protocolsio-integration/SKILL.md",
  "category": "data",
  "when_to_use": "Use it for reads, validates, and safely exports protocols.io data with current official REST/MCP contracts, or creates non-executing mutation plans.",
  "example_prompts": [
   "Can you help me reads, validates, and safely exports protocols.io data with current official REST/MCP?",
   "Walk me through protocolsio integration step by step",
   "What's the best way to approach protocolsio integration for my project?"
  ],
  "keywords": [
   "protocolsio-integration",
   "reads",
   "validates",
   "safely",
   "exports",
   "protocols",
   "data",
   "current",
   "official",
   "rest"
  ]
 },
 {
  "name": "pufferlib",
  "description": "Version-aware guidance for PufferLib reinforcement-learning environments, vectorization, policies, PuffeRL training, evaluation, and safe checkpoint review. Covers the native 5.0 build and environment API, published 3.0.0 Gymnasium/PettingZoo adaptation, and a pinned historical 4.0 profile.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/pufferlib/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/pufferlib/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it for version-aware guidance for PufferLib reinforcement-learning environments, vectorization, policies, PuffeRL training, evaluation.",
  "example_prompts": [
   "Can you help me version-aware guidance for PufferLib reinforcement-learning environments, vectorization, policies, PuffeRL training, evaluation?",
   "Walk me through pufferlib step by step",
   "What's the best way to approach pufferlib for my project?"
  ],
  "keywords": [
   "pufferlib",
   "version-aware",
   "guidance",
   "reinforcement-learning",
   "environments",
   "vectorization",
   "policies",
   "pufferl",
   "training",
   "evaluation"
  ]
 },
 {
  "name": "pybamm",
  "description": "Simulates lithium-ion battery charge, discharge and rest experiments with PyBaMM, records parameter-set provenance, checks mesh and solver sensitivity, and compares predicted voltage curves with measured cycling data. Use for SPM or DFN electrochemical battery modeling, C-rate protocols, voltage cutoffs, parameter studies and numerical validation of battery simulations.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/pybamm/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/pybamm/SKILL.md",
  "category": "data",
  "when_to_use": "Use it for \\1PM or DFN electrochemical battery modeling, C-rate protocols, voltage cutoffs.",
  "example_prompts": [
   "I need help with \\1PM or DFN electrochemical battery modeling, C-rate protocols, voltage cutoffs",
   "Walk me through pybamm step by step",
   "What's the best way to approach pybamm for my project?"
  ],
  "keywords": [
   "pybamm",
   "simulates",
   "lithium-ion",
   "battery",
   "charge",
   "discharge",
   "rest",
   "experiments",
   "records",
   "parameter-set"
  ]
 },
 {
  "name": "pycalphad",
  "description": "Computes finite-temperature CALPHAD equilibria, phase fractions, and phase compositions from thermodynamic TDB databases using pycalphad. Use for alloy phase stability, equilibrium temperature sweeps, tie lines, lever-rule checks, or reproducible phase-fraction calculations with explicit components and mole-fraction conditions.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/pycalphad/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/pycalphad/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to alloy phase stability, equilibrium temperature sweeps, tie lines, lever-rule checks.",
  "example_prompts": [
   "Can you help me alloy phase stability, equilibrium temperature sweeps, tie lines, lever-rule checks?",
   "Walk me through pycalphad step by step",
   "What's the best way to approach pycalphad for my project?"
  ],
  "keywords": [
   "pycalphad",
   "computes",
   "finite-temperature",
   "calphad",
   "equilibria",
   "phase",
   "fractions",
   "compositions",
   "thermodynamic",
   "tdb"
  ]
 },
 {
  "name": "pydeseq2",
  "description": "Performs bulk RNA-seq differential expression analysis with PyDESeq2, including count validation, formula designs, explicit contrasts, Wald tests, FDR correction, coefficient-matched LFC shrinkage, and result visualization. Use for PyDESeq2 or Python DESeq2 workflows with biological replicates.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/pydeseq2/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/pydeseq2/SKILL.md",
  "category": "design",
  "when_to_use": "Use it for \\1yDESeq2 or Python DESeq2 workflows with biological replicates.",
  "example_prompts": [
   "I need help with \\1yDESeq2 or Python DESeq2 workflows with biological replicates",
   "Walk me through pydeseq2 step by step",
   "What's the best way to approach pydeseq2 for my project?"
  ],
  "keywords": [
   "pydeseq2",
   "performs",
   "bulk",
   "rna-seq",
   "differential",
   "expression",
   "analysis",
   "including",
   "count",
   "validation"
  ]
 },
 {
  "name": "pydicom",
  "description": "Reads, inspects, writes, transforms, and preflights local DICOM datasets and pixel data. Applies to DICOM metadata, transfer syntaxes, compression plugins, frames, private elements, JSON, and bounded de-identification review.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/pydicom/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/pydicom/SKILL.md",
  "category": "data",
  "when_to_use": "Use it for reads, inspects, writes, transforms, and preflights local DICOM datasets and pixel data.",
  "example_prompts": [
   "Can you help me reads, inspects, writes, transforms, and preflights local DICOM datasets and pixel?",
   "Walk me through pydicom step by step",
   "What's the best way to approach pydicom for my project?"
  ],
  "keywords": [
   "pydicom",
   "reads",
   "inspects",
   "writes",
   "transforms",
   "preflights",
   "local",
   "dicom",
   "datasets",
   "pixel"
  ]
 },
 {
  "name": "pyhealth",
  "description": "Builds and validates PyHealth clinical machine-learning pipelines for EHR, signals, imaging, and medical codes. Use for PyHealth dataset loading, MIMIC-III/IV, eICU or OMOP prediction tasks, patient-level evaluation, mortality/readmission/length-of-stay modeling, medication recommendation, sleep staging, Trainer checkpoints, and ICD/ATC/NDC/RxNorm mapping.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/pyhealth/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/pyhealth/SKILL.md",
  "category": "data",
  "when_to_use": "Use it for \\1yHealth dataset loading, MIMIC-III/IV, eICU or OMOP prediction tasks, patient-level evaluation.",
  "example_prompts": [
   "I need help with \\1yHealth dataset loading, MIMIC-III/IV, eICU or OMOP prediction tasks, patient-level evaluation",
   "Walk me through pyhealth step by step",
   "What's the best way to approach pyhealth for my project?"
  ],
  "keywords": [
   "pyhealth",
   "builds",
   "validates",
   "clinical",
   "machine-learning",
   "pipelines",
   "ehr",
   "signals",
   "imaging",
   "medical"
  ]
 },
 {
  "name": "pylabrobot",
  "description": "Develops and reviews PyLabRobot lab-automation resources, liquid-handling plans, offline simulations, and supported-device integrations. Supports PyLabRobot protocols and API questions; keep physical execution behind an explicit operator safety gate.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/pylabrobot/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/pylabrobot/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to develop and reviews PyLabRobot lab-automation resources, liquid-handling plans, offline simulations.",
  "example_prompts": [
   "Can you help me develop and reviews PyLabRobot lab-automation resources, liquid-handling plans, offline simulations?",
   "Walk me through pylabrobot step by step",
   "What's the best way to approach pylabrobot for my project?"
  ],
  "keywords": [
   "pylabrobot",
   "develops",
   "reviews",
   "lab-automation",
   "resources",
   "liquid-handling",
   "plans",
   "offline",
   "simulations",
   "supported-device"
  ]
 },
 {
  "name": "pymatgen",
  "description": "Analyzes, validates, converts, and transforms materials structures and computed materials data with pymatgen. Use for local phase diagrams, symmetry sensitivity, electronic-structure I/O, and bounded Materials Project queries.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/pymatgen/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/pymatgen/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to local phase diagrams, symmetry sensitivity, electronic-structure I/O, and bounded Materials Project queries.",
  "example_prompts": [
   "Can you help me local phase diagrams, symmetry sensitivity, electronic-structure I/O, and bounded Materials Project?",
   "Walk me through pymatgen step by step",
   "What's the best way to approach pymatgen for my project?"
  ],
  "keywords": [
   "pymatgen",
   "analyzes",
   "validates",
   "converts",
   "transforms",
   "materials",
   "structures",
   "computed",
   "data",
   "local"
  ]
 },
 {
  "name": "pymc",
  "description": "Builds and checks Bayesian models with PyMC, including hierarchical models, NUTS MCMC, variational inference, mutable-data predictions, posterior predictive checks, diagnostics, and PSIS-LOO model comparison. Use for probabilistic modeling and uncertainty inference in PyMC.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/pymc/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/pymc/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to probabilistic modeling and uncertainty inference in PyMC.",
  "example_prompts": [
   "Can you help me probabilistic modeling and uncertainty inference in PyMC?",
   "Walk me through pymc step by step",
   "What's the best way to approach pymc for my project?"
  ],
  "keywords": [
   "pymc",
   "builds",
   "checks",
   "bayesian",
   "models",
   "including",
   "hierarchical",
   "nuts",
   "mcmc",
   "variational"
  ]
 },
 {
  "name": "pymoo",
  "description": "Solves and validates single-, multi-, and many-objective optimization with pymoo, including NSGA-II, NSGA-III, MOEA/D, constraints, Pareto approximations, reference directions, and ZDT/DTLZ benchmarks for engineering and research problems.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/pymoo/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/pymoo/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to solve and validates single-, multi-, and many-objective optimization with pymoo, including NSGA-II, NSGA-III, MOEA/D.",
  "example_prompts": [
   "Can you help me solve and validates single-, multi-, and many-objective optimization with pymoo?",
   "Walk me through pymoo step by step",
   "What's the best way to approach pymoo for my project?"
  ],
  "keywords": [
   "pymoo",
   "solves",
   "validates",
   "single-",
   "multi-",
   "many-objective",
   "optimization",
   "including",
   "nsga-ii",
   "nsga-iii"
  ]
 },
 {
  "name": "pyopenms",
  "description": "Processes mass spectrometry data with pyOpenMS. Supports proteomics and metabolomics workflows—feature detection, peptide/protein identification, label-free quantification, adduct/accurate-mass annotation, and complex LC-MS/MS pipelines. Supports extensive file formats and algorithms. For simple spectral comparison and small-molecule library matching use matchms.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/pyopenms/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/pyopenms/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to process mass spectrometry data with pyOpenMS.",
  "example_prompts": [
   "Can you help me process mass spectrometry data with pyOpenMS?",
   "Walk me through pyopenms step by step",
   "What's the best way to approach pyopenms for my project?"
  ],
  "keywords": [
   "pyopenms",
   "processes",
   "mass",
   "spectrometry",
   "data",
   "supports",
   "proteomics",
   "metabolomics",
   "workflows",
   "feature"
  ]
 },
 {
  "name": "pysam",
  "description": "Provides Python/HTSlib workflows for genomic files. Used when reading, querying, filtering, or writing SAM/BAM/CRAM, VCF/BCF, FASTA/FASTQ, or tabix data with pysam, including pileup, coverage, indexing, and CRAM references.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/pysam/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/pysam/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to get Python/HTSlib workflows for genomic files.",
  "example_prompts": [
   "Can you help me get Python/HTSlib workflows for genomic files?",
   "Walk me through pysam step by step",
   "What's the best way to approach pysam for my project?"
  ],
  "keywords": [
   "pysam",
   "provides",
   "python",
   "htslib",
   "workflows",
   "genomic",
   "files",
   "used",
   "reading",
   "querying"
  ]
 },
 {
  "name": "pytdc",
  "description": "Provides Therapeutics Data Commons workflows through PyTDC for registry discovery, dataset access, task-aware splits, evaluator metrics, benchmark groups, and bounded molecular-oracle scoring. Use when working with TDC therapeutic ML datasets or benchmarks.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/pytdc/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/pytdc/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you're working with TDC therapeutic ML datasets or benchmarks.",
  "example_prompts": [
   "Help me with working with TDC therapeutic ML datasets or benchmarks",
   "Walk me through pytdc step by step",
   "What's the best way to approach pytdc for my project?"
  ],
  "keywords": [
   "pytdc",
   "provides",
   "therapeutics",
   "data",
   "commons",
   "workflows",
   "through",
   "registry",
   "discovery",
   "dataset"
  ]
 },
 {
  "name": "pytorch-lightning",
  "description": "Deep learning framework (PyTorch Lightning / lightning package). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard, MLflow), distributed training (DDP, FSDP, DeepSpeed), for scalable neural network training.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/pytorch-lightning/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/pytorch-lightning/SKILL.md",
  "category": "data",
  "when_to_use": "Use it for deep learning framework.",
  "example_prompts": [
   "Can you help me deep learning framework?",
   "Walk me through pytorch lightning step by step",
   "What's the best way to approach pytorch lightning for my project?"
  ],
  "keywords": [
   "pytorch-lightning",
   "deep",
   "learning",
   "framework",
   "pytorch",
   "lightning",
   "package",
   "organize",
   "code",
   "into"
  ]
 },
 {
  "name": "pyzotero",
  "description": "Manages Zotero reference libraries using the pyzotero Python client: retrieves, creates, updates, and deletes items, collections, tags, and attachments via the Zotero Web API v3 or local API. Applies when working with Zotero libraries programmatically, managing bibliographic references, exporting citations, searching library contents, uploading PDF attachments, or building research automation workflows that integrate with Zotero.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/pyzotero/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/pyzotero/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to manage Zotero reference libraries using the pyzotero Python client: retrieves, creates, updates, and deletes items.",
  "example_prompts": [
   "Can you help me manage Zotero reference libraries using the pyzotero Python client: retrieves, creates?",
   "Walk me through pyzotero step by step",
   "What's the best way to approach pyzotero for my project?"
  ],
  "keywords": [
   "pyzotero",
   "manages",
   "zotero",
   "reference",
   "libraries",
   "using",
   "python",
   "client",
   "retrieves",
   "creates"
  ]
 },
 {
  "name": "qiime2-amplicon",
  "description": "Processes paired-end 16S amplicon reads into QIIME 2 ASVs and taxonomy with retained artifact provenance. Checks paired FASTQ manifests, primer orientation diagnostics, predicted post-trimming overlap, sample IDs, runtime versions and read retention, and guides selection of compatible taxonomic classifiers.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/qiime2-amplicon/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/qiime2-amplicon/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to process paired-end 16S amplicon reads into QIIME 2 ASVs and taxonomy with retained artifact provenance.",
  "example_prompts": [
   "Can you help me process paired-end 16S amplicon reads into QIIME 2 ASVs and taxonomy?",
   "Walk me through qiime2 amplicon step by step",
   "What's the best way to approach qiime2 amplicon for my project?"
  ],
  "keywords": [
   "qiime2-amplicon",
   "processes",
   "paired-end",
   "amplicon",
   "reads",
   "into",
   "qiime",
   "asvs",
   "taxonomy",
   "retained"
  ]
 },
 {
  "name": "qiskit",
  "description": "Builds, simulates, transpiles, and executes quantum circuits with Qiskit and IBM Quantum Runtime. Use for Qiskit 2.x circuits and operators, V2 Sampler or Estimator primitives, target-aware transpilation, local or noisy simulation, IBM QPU execution, Runtime sessions or batches, error mitigation, and Qiskit ecosystem packages.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/qiskit/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/qiskit/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it for builds, simulates, transpiles, and executes quantum circuits with Qiskit and IBM Quantum Runtime.",
  "example_prompts": [
   "Can you help me builds, simulates, transpiles, and executes quantum circuits with Qiskit and IBM?",
   "Walk me through qiskit step by step",
   "What's the best way to approach qiskit for my project?"
  ],
  "keywords": [
   "qiskit",
   "builds",
   "simulates",
   "transpiles",
   "executes",
   "quantum",
   "circuits",
   "ibm",
   "runtime",
   "operators"
  ]
 },
 {
  "name": "qutip",
  "description": "Simulate and audit closed and open quantum-system models with QuTiP 5, including deterministic, trajectory, steady-state, spectral, and phase-space workflows. Use for local quantum-dynamics work where physical assumptions, dimensions, and numerical convergence must be explicit.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/qutip/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/qutip/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to local quantum-dynamics work where physical assumptions, dimensions, and numerical convergence must be explicit.",
  "example_prompts": [
   "Can you help me local quantum-dynamics work where physical assumptions, dimensions, and numerical convergence must?",
   "Walk me through qutip step by step",
   "What's the best way to approach qutip for my project?"
  ],
  "keywords": [
   "qutip",
   "simulate",
   "audit",
   "closed",
   "open",
   "quantum-system",
   "models",
   "including",
   "deterministic",
   "trajectory"
  ]
 },
 {
  "name": "rdkit",
  "description": "Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similarity, reactions. For standard workflows with simpler interface, use datamol (wrapper around RDKit). Use rdkit for advanced control, custom sanitization, specialized algorithms.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/rdkit/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/rdkit/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to cheminformatic toolkit for fine-grained molecular control.",
  "example_prompts": [
   "Can you help me cheminformatic toolkit for fine-grained molecular control?",
   "Walk me through rdkit step by step",
   "What's the best way to approach rdkit for my project?"
  ],
  "keywords": [
   "rdkit",
   "cheminformatics",
   "toolkit",
   "fine-grained",
   "molecular",
   "control",
   "smiles",
   "sdf",
   "parsing",
   "descriptors"
  ]
 },
 {
  "name": "relion",
  "description": "Validates and executes RELION single-particle cryo-EM refinement and half-map postprocessing. Supports STAR optics/acquisition checks, particle-stack consistency, gold-standard half sets, soft-mask validation, diagnostic Fourier shell correlation, and restart guidance.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/relion/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/relion/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to validate and executes RELION single-particle cryo-EM refinement and half-map postprocessing.",
  "example_prompts": [
   "Can you help me validate and executes RELION single-particle cryo-EM refinement and half-map postprocessing?",
   "Walk me through relion step by step",
   "What's the best way to approach relion for my project?"
  ],
  "keywords": [
   "relion",
   "validates",
   "executes",
   "single-particle",
   "cryo-em",
   "refinement",
   "half-map",
   "postprocessing",
   "supports",
   "star"
  ]
 },
 {
  "name": "relsa-severity-assessment",
  "description": "Supports multivariate severity assessment and exploratory endpoint-time score forecasting for laboratory animal studies using the RELSA (RELative Severity Assessment) score and ARIMA-based foRcast forecasting. Use when combining welfare readouts — body weight or weight loss, body temperature, clinical or nesting scores, biomarkers, activity, heart rate, burrowing, wheel running — into one severity score per animal per day, when asking which animals are at risk of reaching a humane endpoint at a specified future observation time, when defining attention/danger zones or thresholds on a severity scale by kernel density estimation, or when reporting severity for a 3Rs, refinement, animal-welfare, or EU Directive 2010/63/EU severity-assessment context. Covers directionality (\"turned\" variables), baseline normalization, reference sets, RELSA weights, ARIMA prediction intervals, and RMSE/PICP/MPIW evaluation.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/relsa-severity-assessment/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/relsa-severity-assessment/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're combining welfare readouts — body weight or weight loss, body temperature, clinical or nesting scores, biomarkers, activity.",
  "example_prompts": [
   "Help me with combining welfare readouts — body weight or weight loss, body temperature",
   "Walk me through relsa severity assessment step by step",
   "What's the best way to approach relsa severity assessment for my project?"
  ],
  "keywords": [
   "relsa-severity-assessment",
   "supports",
   "multivariate",
   "severity",
   "assessment",
   "exploratory",
   "endpoint-time",
   "score",
   "forecasting",
   "laboratory"
  ]
 },
 {
  "name": "research-grants",
  "description": "Supports research proposal preparation and review for NSF, NIH, DOE, DARPA, and Taiwan NSTC, including opportunity-specific requirements, aims, review criteria, budgets, broader impacts, forms, and resubmissions. Use for investigator-authored grant development, compliance matrices, and proposal critiques.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/research-grants/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/research-grants/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to investigator-authored grant development, compliance matrices, and proposal critiques.",
  "example_prompts": [
   "Can you help me investigator-authored grant development, compliance matrices, and proposal critiques?",
   "Walk me through research grants step by step",
   "What's the best way to approach research grants for my project?"
  ],
  "keywords": [
   "research-grants",
   "supports",
   "research",
   "proposal",
   "preparation",
   "review",
   "nsf",
   "nih",
   "doe",
   "darpa"
  ]
 },
 {
  "name": "research-lookup",
  "description": "Compiles current scholarly evidence for a scientific manuscript or research brief when the user explicitly asks to gather literature, references, background evidence, competing findings, or a manuscript research packet. Uses Parallel Search by default, Parallel Extract for source retrieval, Parallel Research for explicitly deep/exhaustive work, optional explicit Parallel Chat, and optional Perplexity only when requested or allowed as a failure fallback.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/research-lookup/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/research-lookup/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to compile current scholarly evidence for a scientific manuscript.",
  "example_prompts": [
   "Can you help me compile current scholarly evidence for a scientific manuscript?",
   "Walk me through research lookup step by step",
   "What's the best way to approach research lookup for my project?"
  ],
  "keywords": [
   "research-lookup",
   "compiles",
   "current",
   "scholarly",
   "evidence",
   "scientific",
   "manuscript",
   "research",
   "brief",
   "explicitly"
  ]
 },
 {
  "name": "rowan",
  "description": "Rowan is a cloud-native molecular modeling and medicinal-chemistry workflow platform with a Python API. Use for pKa and macropKa prediction, conformer and tautomer ensembles, docking and analogue docking, protein-ligand cofolding, MSA generation, molecular dynamics, permeability, descriptor workflows, and related small-molecule or protein modeling tasks. Ideal for programmatic batch screening, multi-step chemistry pipelines, and workflows that would otherwise require maintaining local HPC/GPU infrastructure.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/rowan/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/rowan/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when pKa and macropKa prediction, conformer and tautomer ensembles, docking and analogue docking, protein-ligand cofolding, MSA generation.",
  "example_prompts": [
   "I need help with pKa and macropKa prediction, conformer and tautomer ensembles, docking and analogue",
   "Walk me through rowan step by step",
   "What's the best way to approach rowan for my project?"
  ],
  "keywords": [
   "rowan",
   "cloud-native",
   "molecular",
   "modeling",
   "medicinal-chemistry",
   "workflow",
   "platform",
   "python",
   "api",
   "pka"
  ]
 },
 {
  "name": "scanpy",
  "description": "Performs Scanpy single-cell RNA-seq QC, normalization, HVG selection, PCA/UMAP/t-SNE, clustering, exploratory marker ranking, pseudobulk preparation, visualization, and Seurat or SingleCellExperiment RDS conversion to h5ad. Applies to established exploratory scRNA-seq workflows with explicit count and expression provenance; complementary skills cover scvi-tools models and AnnData format details.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/scanpy/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/scanpy/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to perform Scanpy single-cell RNA-seq QC, normalization, HVG selection, PCA/UMAP/t-SNE, clustering, exploratory marker ranking.",
  "example_prompts": [
   "Can you help me perform Scanpy single-cell RNA-seq QC, normalization, HVG selection, PCA/UMAP/t-SNE, clustering, exploratory?",
   "Walk me through scanpy step by step",
   "What's the best way to approach scanpy for my project?"
  ],
  "keywords": [
   "scanpy",
   "performs",
   "single-cell",
   "rna-seq",
   "normalization",
   "hvg",
   "selection",
   "pca",
   "umap",
   "t-sne"
  ]
 },
 {
  "name": "scholar-evaluation",
  "description": "Provides qualitative-first, evidence-traceable developmental review of scholarly works and audit low-stakes research-assessment rubrics with optional local quality controls. Never use for ranking people or consequential decisions.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/scholar-evaluation/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/scholar-evaluation/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you're ranking people or consequential decisions.",
  "example_prompts": [
   "Help me with ranking people or consequential decisions",
   "Walk me through scholar evaluation step by step",
   "What's the best way to approach scholar evaluation for my project?"
  ],
  "keywords": [
   "scholar-evaluation",
   "provides",
   "qualitative-first",
   "evidence-traceable",
   "developmental",
   "review",
   "scholarly",
   "works",
   "audit",
   "low-stakes"
  ]
 },
 {
  "name": "scientific-brainstorming",
  "description": "Facilitates evidence-aware scientific ideation with independent generation, structured discussion, explicit assumptions, transparent evaluation, adversarial review, and decision logs. Use for early-stage research brainstorming or prioritizing candidate directions; hand off empirical validation, study design, ethics or regulatory review, and clinical questions to appropriate experts or skills.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/scientific-brainstorming/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/scientific-brainstorming/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to early-stage research brainstorming or prioritizing candidate directions.",
  "example_prompts": [
   "Can you help me early-stage research brainstorming or prioritizing candidate directions?",
   "Walk me through scientific brainstorming step by step",
   "What's the best way to approach scientific brainstorming for my project?"
  ],
  "keywords": [
   "scientific-brainstorming",
   "facilitates",
   "evidence-aware",
   "scientific",
   "ideation",
   "independent",
   "generation",
   "structured",
   "discussion",
   "explicit"
  ]
 },
 {
  "name": "scientific-critical-thinking",
  "description": "Evaluates scientific claims and evidence quality. Applies to experimental design validity, biases and confounders, statistical interpretation, evidence grading frameworks (GRADE, Cochrane Risk of Bias), and teaching critical analysis. Supports evidence appraisal and identifying flaws; formal peer review writing belongs to peer-review.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/scientific-critical-thinking/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/scientific-critical-thinking/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to evaluate scientific claims and evidence quality.",
  "example_prompts": [
   "Can you help me evaluate scientific claims and evidence quality?",
   "Walk me through scientific critical thinking step by step",
   "What's the best way to approach scientific critical thinking for my project?"
  ],
  "keywords": [
   "scientific-critical-thinking",
   "evaluates",
   "scientific",
   "claims",
   "evidence",
   "quality",
   "applies",
   "experimental",
   "design",
   "validity"
  ]
 },
 {
  "name": "scientific-schematics",
  "description": "Generates scientific diagram drafts using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.7 Flash for quality review. Refines when the review requests improvement, with at most two generations. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/scientific-schematics/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/scientific-schematics/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to generate scientific diagram drafts using Nano Banana 2 AI with smart iterative refinement.",
  "example_prompts": [
   "Can you help me generate scientific diagram drafts using Nano Banana 2 AI with smart?",
   "Walk me through scientific schematics step by step",
   "What's the best way to approach scientific schematics for my project?"
  ],
  "keywords": [
   "scientific-schematics",
   "generates",
   "scientific",
   "diagram",
   "drafts",
   "using",
   "nano",
   "banana",
   "smart",
   "iterative"
  ]
 },
 {
  "name": "scientific-slides",
  "description": "Builds slide decks and presentations for research talks. Used for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific talk. Provides slide structure, design templates, timing guidance, and visual validation. Works with PowerPoint and LaTeX Beamer.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/scientific-slides/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/scientific-slides/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you need slides for a research talk, conference presentation or thesis defense.",
  "example_prompts": [
   "Can you help me build slide decks and presentations for research talks?",
   "Walk me through scientific slides step by step",
   "What's the best way to approach scientific slides for my project?"
  ],
  "keywords": [
   "scientific-slides",
   "builds",
   "slide",
   "decks",
   "presentations",
   "research",
   "talks",
   "used",
   "making",
   "powerpoint"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "scientific-visualization",
  "description": "Creates and audits truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly. Use it for figure design, multi-panel layouts, uncertainty and missing-data displays, color/contrast review, image metadata validation, and journal export planning.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/scientific-visualization/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/scientific-visualization/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you need clear, publication-ready charts and figures from your data.",
  "example_prompts": [
   "Can you help me figure design, multi-panel layouts, uncertainty and missing-data displays, color/contrast review, image?",
   "Walk me through scientific visualization step by step",
   "What's the best way to approach scientific visualization for my project?"
  ],
  "keywords": [
   "scientific-visualization",
   "creates",
   "audits",
   "truthful",
   "accessible",
   "publication-ready",
   "scientific",
   "figures",
   "matplotlib",
   "seaborn"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "scientific-writing",
  "description": "Drafts, revises, and audits scientific manuscripts or reports with explicit evidence provenance, reporting-guideline coverage, authorship accountability, confidentiality controls, and local consistency checks. Use for manuscript sections, references, declarations, tables, figures, or submission preparation when scientific accuracy and traceability matter.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/scientific-writing/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/scientific-writing/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you want to manuscript sections, references, declarations, tables, figures.",
  "example_prompts": [
   "Can you help me manuscript sections, references, declarations, tables, figures?",
   "Walk me through scientific writing step by step",
   "What's the best way to approach scientific writing for my project?"
  ],
  "keywords": [
   "scientific-writing",
   "drafts",
   "revises",
   "audits",
   "scientific",
   "manuscripts",
   "reports",
   "explicit",
   "evidence",
   "provenance"
  ]
 },
 {
  "name": "scikit-bio",
  "description": "Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA, FASTA/Newick I/O, for microbiome analysis.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/scikit-bio/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/scikit-bio/SKILL.md",
  "category": "data",
  "when_to_use": "Use it for biological data toolkit.",
  "example_prompts": [
   "Can you help me biological data toolkit?",
   "Walk me through scikit bio step by step",
   "What's the best way to approach scikit bio for my project?"
  ],
  "keywords": [
   "scikit-bio",
   "biological",
   "data",
   "toolkit",
   "sequence",
   "analysis",
   "alignments",
   "phylogenetic",
   "trees",
   "diversity"
  ]
 },
 {
  "name": "scikit-learn",
  "description": "Supports machine learning in Python with scikit-learn. Applies when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for algorithms, preprocessing techniques, pipelines, and best practices.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/scikit-learn/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/scikit-learn/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to support machine learning in Python with scikit-learn.",
  "example_prompts": [
   "Can you help me support machine learning in Python with scikit-learn?",
   "Walk me through scikit learn step by step",
   "What's the best way to approach scikit learn for my project?"
  ],
  "keywords": [
   "scikit-learn",
   "supports",
   "machine",
   "learning",
   "python",
   "applies",
   "working",
   "supervised",
   "classification",
   "regression"
  ]
 },
 {
  "name": "scikit-survival",
  "description": "Builds, evaluates, and audits right-censored or competing-risk survival workflows with scikit-survival, including leakage-safe preprocessing, model selection, probability prediction, and censoring-aware metrics.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/scikit-survival/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/scikit-survival/SKILL.md",
  "category": "data",
  "when_to_use": "Use it for builds, evaluates, and audits right-censored or competing-risk survival workflows with scikit-survival.",
  "example_prompts": [
   "Can you help me builds, evaluates, and audits right-censored or competing-risk survival workflows with scikit-survival?",
   "Walk me through scikit survival step by step",
   "What's the best way to approach scikit survival for my project?"
  ],
  "keywords": [
   "scikit-survival",
   "builds",
   "evaluates",
   "audits",
   "right-censored",
   "competing-risk",
   "survival",
   "workflows",
   "including",
   "leakage-safe"
  ]
 },
 {
  "name": "scvelo",
  "description": "Performs RNA velocity analysis with scVelo from spliced and unspliced single-cell RNA counts. Fits deterministic or dynamical models, examines gene phase portraits, builds velocity graphs, estimates relative latent time, and ranks velocity-associated genes. Use for directional trajectory hypotheses and kinetic-model diagnostics alongside Scanpy; velocity alone does not establish cell fate or causal drivers.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/scvelo/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/scvelo/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to directional trajectory hypotheses and kinetic-model diagnostics alongside Scanpy.",
  "example_prompts": [
   "Can you help me directional trajectory hypotheses and kinetic-model diagnostics alongside Scanpy?",
   "Walk me through scvelo step by step",
   "What's the best way to approach scvelo for my project?"
  ],
  "keywords": [
   "scvelo",
   "performs",
   "rna",
   "velocity",
   "analysis",
   "spliced",
   "unspliced",
   "single-cell",
   "counts",
   "fits"
  ]
 },
 {
  "name": "scvi-tools",
  "description": "Fits probabilistic models for single-cell omics, including scVI batch integration, scANVI annotation, totalVI CITE-seq, MultiVI RNA/ATAC integration, and posterior differential expression. Use for generative modeling, reference mapping, multimodal analysis, or model-based uncertainty; use scanpy for standard preprocessing and exploratory analysis.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/scvi-tools/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/scvi-tools/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to generative modeling, reference mapping, multimodal analysis, or model-based uncertainty.",
  "example_prompts": [
   "Can you help me generative modeling, reference mapping, multimodal analysis, or model-based uncertainty?",
   "Walk me through scvi tools step by step",
   "What's the best way to approach scvi tools for my project?"
  ],
  "keywords": [
   "scvi-tools",
   "fits",
   "probabilistic",
   "models",
   "single-cell",
   "omics",
   "including",
   "scvi",
   "batch",
   "integration"
  ]
 },
 {
  "name": "seaborn",
  "description": "Creates Seaborn statistical visualizations with pandas integration for distributions, relationships, categorical comparisons, regression displays, pair plots, and heatmaps. Supports function and objects interfaces with explicit aggregation, uncertainty, and missing-data handling. Best suited to static exploratory plots; plotly covers interactive figures and scientific-visualization covers publication styling.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/seaborn/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/seaborn/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to create Seaborn statistical visualizations with pandas integration for distributions, relationships, categorical comparisons.",
  "example_prompts": [
   "Can you help me create Seaborn statistical visualizations with pandas integration for distributions, relationships, categorical?",
   "Walk me through seaborn step by step",
   "What's the best way to approach seaborn for my project?"
  ],
  "keywords": [
   "seaborn",
   "creates",
   "statistical",
   "visualizations",
   "pandas",
   "integration",
   "distributions",
   "relationships",
   "categorical",
   "comparisons"
  ]
 },
 {
  "name": "shap",
  "description": "Explain and audit machine-learning predictions with SHAP. Use for selecting SHAP explainers and maskers, computing and validating feature attributions, handling multi-output explanations, and producing local or global SHAP visualizations.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/shap/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/shap/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you're selecting SHAP explainers and maskers, computing and validating feature attributions, handling multi-output explanations.",
  "example_prompts": [
   "Help me with selecting SHAP explainers and maskers, computing and validating feature attributions, handling",
   "Walk me through shap step by step",
   "What's the best way to approach shap for my project?"
  ],
  "keywords": [
   "shap",
   "explain",
   "audit",
   "machine-learning",
   "predictions",
   "selecting",
   "explainers",
   "maskers",
   "computing",
   "validating"
  ]
 },
 {
  "name": "simpy",
  "description": "Builds, inspects, tests, and analyzes bounded process-based discrete-event simulations with SimPy. Use for event scheduling, resource queues, interrupts, monitoring, independent replications, warm-up, and reproducible output analysis.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/simpy/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/simpy/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to event scheduling, resource queues, interrupts, monitoring, independent replications, warm-up, and reproducible output analysis.",
  "example_prompts": [
   "Can you help me event scheduling, resource queues, interrupts, monitoring, independent replications, warm-up, and reproducible?",
   "Walk me through simpy step by step",
   "What's the best way to approach simpy for my project?"
  ],
  "keywords": [
   "simpy",
   "builds",
   "inspects",
   "tests",
   "analyzes",
   "bounded",
   "process-based",
   "discrete-event",
   "simulations",
   "event"
  ]
 },
 {
  "name": "stable-baselines3",
  "description": "Trains and evaluates single-agent reinforcement learning with Stable Baselines3 (PPO, SAC, DQN, TD3, DDPG, A2C), Gymnasium custom environments, vectorized rollouts, callbacks, and checkpoint normalization. Applies to reproducible RL experiments, continuous control, discrete actions, and SB3-Contrib recurrent or masked policies.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/stable-baselines3/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/stable-baselines3/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to train and evaluates single-agent reinforcement learning with Stable Baselines3 , Gymnasium custom environments.",
  "example_prompts": [
   "Can you help me train and evaluates single-agent reinforcement learning with Stable Baselines3 , Gymnasium?",
   "Walk me through stable baselines3 step by step",
   "What's the best way to approach stable baselines3 for my project?"
  ],
  "keywords": [
   "stable-baselines3",
   "trains",
   "evaluates",
   "single-agent",
   "reinforcement",
   "learning",
   "stable",
   "baselines3",
   "ppo",
   "sac"
  ]
 },
 {
  "name": "statistical-analysis",
  "description": "Guided statistical analysis for research data - test selection, assumption checking, effect sizes, power analysis, Bayesian alternatives, and APA-formatted reporting. Use whenever a user wants to compare groups, test a hypothesis, analyze experimental or survey data, check statistical assumptions, compute required sample sizes, or write up results - even if they never name a specific test. Covers t-tests, ANOVA, chi-square, correlation, regression, non-parametric and Bayesian methods. For low-level model APIs, see the statsmodels and pymc skills.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/statistical-analysis/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/statistical-analysis/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want help picking and running the right statistical test on your data.",
  "example_prompts": [
   "Can you help me compare groups, test a hypothesis, analyze experimental or survey data, check?",
   "Walk me through statistical analysis step by step",
   "What's the best way to approach statistical analysis for my project?"
  ],
  "keywords": [
   "statistical-analysis",
   "guided",
   "statistical",
   "analysis",
   "research",
   "data",
   "test",
   "selection",
   "assumption",
   "checking"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "statistical-power",
  "description": "Calculates sample sizes and statistical power for study planning. Applies when someone asks \"how many subjects/samples/replicates do I need\", wants an a priori power analysis, a minimum detectable effect (MDE), a power curve, or needs to justify a sample size for a grant, IRB protocol, or pre-registration. Covers closed-form power for t-tests, ANOVA, proportions, correlations, chi-square, and regression, plus simulation-based (Monte Carlo) power for complex designs — logistic/Poisson regression, mixed models, cluster-randomized trials, survival, and interactions. Also handles requests that only mention an effect size, alpha, or \"80% power\" without saying \"power analysis\" explicitly. For laying out the study (randomization, blocking, factorial/DOE, crossover, sequential designs) use experimental-design; for analyzing data already collected and reporting it use statistical-analysis.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/statistical-power/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/statistical-power/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you need to know how many samples or participants your study needs.",
  "example_prompts": [
   "how many subjects/samples/replicates do I need",
   "80% power",
   "power analysis"
  ],
  "keywords": [
   "statistical-power",
   "calculates",
   "sample",
   "sizes",
   "statistical",
   "power",
   "study",
   "planning",
   "applies",
   "someone"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "statsmodels",
  "description": "Fits and diagnoses Python statistical models including OLS, GLM, discrete and mixed models, ARIMA and SARIMAX. Supports coefficient inference, marginal effects, model comparison and time series forecasting with explicit design and uncertainty checks. Used for econometrics and statistical modeling; for guided test selection with APA reporting, see statistical-analysis.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/statsmodels/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/statsmodels/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to fit and diagnoses Python statistical models including OLS, GLM, discrete and mixed models, ARIMA and SARIMAX.",
  "example_prompts": [
   "Can you help me fit and diagnoses Python statistical models including OLS, GLM, discrete?",
   "Walk me through statsmodels step by step",
   "What's the best way to approach statsmodels for my project?"
  ],
  "keywords": [
   "statsmodels",
   "fits",
   "diagnoses",
   "python",
   "statistical",
   "models",
   "including",
   "ols",
   "glm",
   "discrete"
  ]
 },
 {
  "name": "sympy",
  "description": "Performs exact symbolic mathematics with SymPy for algebra, calculus, equation solving, symbolic linear algebra, physics, and lambdify or LaTeX code generation. Use when a task needs symbolic results, explicit assumptions, or exact arithmetic; use NumPy or SciPy for purely numerical workloads.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/sympy/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/sympy/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when a task needs symbolic results, explicit assumptions, or exact arithmetic.",
  "example_prompts": [
   "I need help with a task needs symbolic results, explicit assumptions, or exact arithmetic",
   "Walk me through sympy step by step",
   "What's the best way to approach sympy for my project?"
  ],
  "keywords": [
   "sympy",
   "performs",
   "exact",
   "symbolic",
   "mathematics",
   "algebra",
   "calculus",
   "equation",
   "solving",
   "linear"
  ]
 },
 {
  "name": "tamarind",
  "description": "Provides access to a collection of open-source molecular design and structural biology tools on the Tamarind Bio platform, via its REST API or MCP server — no local GPUs required. Tamarind bundles popular open-source models for structure prediction (AlphaFold, Boltz, Chai, ESMFold), protein, binder, and de novo design (RFdiffusion, ProteinMPNN, BoltzGen), antibody and nanobody design and developability, protein-ligand docking (DiffDock, Autodock Vina), binding-affinity prediction, MSA generation, and molecular dynamics. Use when the user mentions Tamarind or tamarind.bio, wants to run any of these open-source tools in the cloud, references app.tamarind.bio/api or the x-api-key header, or needs to submit batches of sequences for structural or biophysical characterization.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/tamarind/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/tamarind/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to mentions Tamarind or tamarind.",
  "example_prompts": [
   "Can you help me mentions Tamarind or tamarind?",
   "Walk me through tamarind step by step",
   "What's the best way to approach tamarind for my project?"
  ],
  "keywords": [
   "tamarind",
   "provides",
   "access",
   "collection",
   "open-source",
   "molecular",
   "design",
   "structural",
   "biology",
   "tools"
  ]
 },
 {
  "name": "tellurium",
  "description": "Simulates biochemical kinetic models from SBML or Antimony with Tellurium and libRoadRunner, checks model units, compares deterministic parameter perturbations, and exports and replays SBML plus SED-ML COMBINE archives. Use for reaction-network time courses, kinetic parameters, concentration dynamics and reproducible simulation experiments; steady-state constraint-based metabolic flux analysis belongs to cobrapy.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/tellurium/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/tellurium/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want to reaction-network time courses, kinetic parameters, concentration dynamics and reproducible simulation experiments.",
  "example_prompts": [
   "Can you help me reaction-network time courses, kinetic parameters, concentration dynamics and reproducible simulation experiments?",
   "Walk me through tellurium step by step",
   "What's the best way to approach tellurium for my project?"
  ],
  "keywords": [
   "tellurium",
   "simulates",
   "biochemical",
   "kinetic",
   "models",
   "sbml",
   "antimony",
   "libroadrunner",
   "checks",
   "model"
  ]
 },
 {
  "name": "tiledbvcf",
  "description": "Stores and retrieves genomic variant calls with TileDB-VCF. Use for indexed single-sample VCF/BCF ingestion, incremental cohorts, region and sample queries, streaming results, allele statistics, QC, and VCF/BCF export locally or through TileDB Cloud.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/tiledbvcf/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/tiledbvcf/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to indexed single-sample VCF/BCF ingestion, incremental cohorts, region and sample queries, streaming results, allele statistics.",
  "example_prompts": [
   "Can you help me indexed single-sample VCF/BCF ingestion, incremental cohorts, region and sample queries, streaming?",
   "Walk me through tiledbvcf step by step",
   "What's the best way to approach tiledbvcf for my project?"
  ],
  "keywords": [
   "tiledbvcf",
   "stores",
   "retrieves",
   "genomic",
   "variant",
   "calls",
   "tiledb-vcf",
   "indexed",
   "single-sample",
   "vcf"
  ]
 },
 {
  "name": "timesfm-forecasting",
  "description": "Performs zero-shot time-series forecasting with Google's TimesFM, including regular-grid CSV preparation, quantile forecasts, XReg covariates, and held-out evaluation. Uses the Apache-licensed TimesFM 2.5 checkpoint by default and documents the distinct TimesFM 3.0 multivariate API and weight-license requirements.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/timesfm-forecasting/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/timesfm-forecasting/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to perform zero-shot time-series forecasting with Google's TimesFM, including regular-grid CSV preparation, quantile forecasts.",
  "example_prompts": [
   "Can you help me perform zero-shot time-series forecasting with Google's TimesFM, including regular-grid CSV preparation?",
   "Walk me through timesfm forecasting step by step",
   "What's the best way to approach timesfm forecasting for my project?"
  ],
  "keywords": [
   "timesfm-forecasting",
   "performs",
   "zero-shot",
   "time-series",
   "forecasting",
   "google",
   "timesfm",
   "including",
   "regular-grid",
   "csv"
  ]
 },
 {
  "name": "torch-geometric",
  "description": "Supports PyTorch Geometric (PyG) graph neural networks — node/link/graph classification, message passing (GCN, GAT, GraphSAGE, GIN), heterogeneous graphs, neighbor sampling, and custom datasets. Use when working with torch_geometric, not for general NetworkX analytics or non-graph PyTorch models.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/torch-geometric/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/torch-geometric/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you're working with torch_geometric, not for general NetworkX analytics or non-graph PyTorch models.",
  "example_prompts": [
   "Help me with working with torch_geometric, not for general NetworkX analytics or non-graph PyTorch",
   "Walk me through torch geometric step by step",
   "What's the best way to approach torch geometric for my project?"
  ],
  "keywords": [
   "torch-geometric",
   "supports",
   "pytorch",
   "geometric",
   "pyg",
   "graph",
   "neural",
   "networks",
   "node",
   "link"
  ]
 },
 {
  "name": "torchdrug",
  "description": "Builds and troubleshoots TorchDrug 0.2.1 workflows for molecular graphs, property prediction, self-supervised pretraining, molecule generation, retrosynthesis, protein representation learning, and knowledge graph reasoning. Use when code imports torchdrug or needs its datasets, models, tasks, or Engine.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/torchdrug/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/torchdrug/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to code imports torchdrug or needs its datasets, models, tasks, or Engine.",
  "example_prompts": [
   "Can you help me code imports torchdrug or needs its datasets, models, tasks, or Engine?",
   "Walk me through torchdrug step by step",
   "What's the best way to approach torchdrug for my project?"
  ],
  "keywords": [
   "torchdrug",
   "builds",
   "troubleshoots",
   "workflows",
   "molecular",
   "graphs",
   "property",
   "prediction",
   "self-supervised",
   "pretraining"
  ]
 },
 {
  "name": "transformers",
  "description": "Hugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer fine-tuning on NLP, vision, audio, and multimodal tasks. Applies when working with AutoModel, pipelines, tokenizers, generation configs, or TrainingArguments within Transformers.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/transformers/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/transformers/SKILL.md",
  "category": "data",
  "when_to_use": "Use it for hugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer fine-tuning on NLP, vision.",
  "example_prompts": [
   "Help me with hugging Face Transformers for loading Hub models, running pipeline inference, text",
   "Walk me through transformers step by step",
   "What's the best way to approach transformers for my project?"
  ],
  "keywords": [
   "transformers",
   "hugging",
   "face",
   "loading",
   "hub",
   "models",
   "running",
   "pipeline",
   "inference",
   "text"
  ]
 },
 {
  "name": "treatment-plans",
  "description": "Formats and structurally validates local treatment-plan documentation after clinical decisions have already been supplied and verified by authorized licensed professionals. Use for source traceability, clinician-authored intervention records, goals and checkpoints, shared-decision records, reconciliation handoffs, and release gates—not for clinical decision-making.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/treatment-plans/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/treatment-plans/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you want to source traceability, clinician-authored intervention records, goals and checkpoints, shared-decision records.",
  "example_prompts": [
   "Can you help me source traceability, clinician-authored intervention records, goals and checkpoints, shared-decision records?",
   "Walk me through treatment plans step by step",
   "What's the best way to approach treatment plans for my project?"
  ],
  "keywords": [
   "treatment-plans",
   "formats",
   "structurally",
   "validates",
   "local",
   "treatment-plan",
   "documentation",
   "after",
   "clinical",
   "decisions"
  ]
 },
 {
  "name": "umap-learn",
  "description": "Applies UMAP-learn to nonlinear dimensionality reduction, 2D/3D embeddings, clustering preprocessing, supervised or semi-supervised UMAP, DensMAP, AlignedUMAP, and Parametric UMAP workflows.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/umap-learn/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/umap-learn/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to applie UMAP-learn to nonlinear dimensionality reduction, 2D/3D embeddings, clustering preprocessing, supervised.",
  "example_prompts": [
   "Can you help me applie UMAP-learn to nonlinear dimensionality reduction, 2D/3D embeddings, clustering preprocessing, supervised?",
   "Walk me through umap learn step by step",
   "What's the best way to approach umap learn for my project?"
  ],
  "keywords": [
   "umap-learn",
   "applies",
   "nonlinear",
   "dimensionality",
   "reduction",
   "embeddings",
   "clustering",
   "preprocessing",
   "supervised",
   "semi-supervised"
  ]
 },
 {
  "name": "uncertainty-and-units",
  "description": "Tracks physical units and propagates measurement uncertainty in scientific calculations using pint and uncertainties. Use for unit conversion and dimensional checking, GUM uncertainty budgets, Type A and Type B evaluation, coverage factors and expanded uncertainty, Monte Carlo propagation, significant-figure and plus-minus reporting, error propagation through curve fits, CODATA constants, auditing Python code for stripped units or broken uncertainty propagation, and order-of-magnitude plausibility checks using dimensionless groups (Reynolds, Peclet, Damkohler, Knudsen, Biot, Womersley), characteristic scales such as diffusion time or Debye length, and observed magnitude ranges. Trigger on \"is this number physically reasonable\", \"sanity check these units\", \"what regime is this flow in\", or a result that looks off by orders of magnitude.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/uncertainty-and-units/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/uncertainty-and-units/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to unit conversion and dimensional checking, GUM uncertainty budgets, Type A and Type B evaluation.",
  "example_prompts": [
   "is this number physically reasonable",
   "sanity check these units",
   "what regime is this flow in"
  ],
  "keywords": [
   "uncertainty-and-units",
   "tracks",
   "physical",
   "units",
   "propagates",
   "measurement",
   "uncertainty",
   "scientific",
   "calculations",
   "using"
  ]
 },
 {
  "name": "usfiscaldata",
  "description": "Queries the U.S. Treasury Fiscal Data REST API for federal financial data. No API key required. Use for national debt (Debt to the Penny), Daily Treasury Statements, Monthly Treasury Statements, Treasury securities auctions, interest rates, foreign exchange rates, savings bonds, or U.S. government revenue and spending statistics.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/usfiscaldata/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/usfiscaldata/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to national debt , Daily Treasury Statements, Monthly Treasury Statements, Treasury securities auctions, interest rates.",
  "example_prompts": [
   "Can you help me national debt , Daily Treasury Statements, Monthly Treasury Statements, Treasury securities?",
   "Walk me through usfiscaldata step by step",
   "What's the best way to approach usfiscaldata for my project?"
  ],
  "keywords": [
   "usfiscaldata",
   "queries",
   "treasury",
   "fiscal",
   "data",
   "rest",
   "api",
   "federal",
   "financial",
   "key"
  ]
 },
 {
  "name": "vaex",
  "description": "Processes large tabular scientific datasets with Vaex expressions, filtered views, streamed statistics, binned visualizations, and file conversion. Use for larger-than-RAM HDF5, Arrow, CSV, or Parquet analysis, virtual feature engineering, or Vaex ML preprocessing; distinguishes these operations from estimators and conversions that materialize data.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/vaex/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/vaex/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to larger-than-RAM HDF5, Arrow, CSV, or Parquet analysis, virtual feature engineering, or Vaex ML preprocessing.",
  "example_prompts": [
   "Can you help me larger-than-RAM HDF5, Arrow, CSV, or Parquet analysis, virtual feature engineering?",
   "Walk me through vaex step by step",
   "What's the best way to approach vaex for my project?"
  ],
  "keywords": [
   "vaex",
   "processes",
   "large",
   "tabular",
   "scientific",
   "datasets",
   "expressions",
   "filtered",
   "views",
   "streamed"
  ]
 },
 {
  "name": "venue-templates",
  "description": "Prepares journal manuscripts, conference papers, research posters, and grant documents using venue-specific formatting guidance and bundled LaTeX scaffolds. Supports selecting an official template, checking current page or anonymity rules, adapting academic writing to a venue, or inspecting a submission PDF.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/venue-templates/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/venue-templates/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you need to format a paper, poster or grant for a specific journal or conference.",
  "example_prompts": [
   "Can you help me prepare journal manuscripts, conference papers, research posters?",
   "Walk me through venue templates step by step",
   "What's the best way to approach venue templates for my project?"
  ],
  "keywords": [
   "venue-templates",
   "prepares",
   "journal",
   "manuscripts",
   "conference",
   "papers",
   "research",
   "posters",
   "grant",
   "documents"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "waypoint-bio",
  "description": "Supports work with Outpost Bio's open microbiome foundation models - the Waypoint checkpoints (Waypoint-6m, Waypoint-45m, Waypoint-170m), the Atlas pretraining corpus, the Compass eight-task benchmark, or the `waypoint` CLI from the `waypoint-bio` package. Covers embedding microbiome samples, fine-tuning on taxonomic abundance data, benchmarking a checkpoint on Compass, pretraining a GPT-2 model on taxonomic abundance profiles, and converting MetaPhlAn, Kraken2, QIIME 2, or MGnify abundance tables into waypoint format.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/waypoint-bio/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/waypoint-bio/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to support work with Outpost Bio's open microbiome foundation models - the Waypoint checkpoints , the Atlas pretraining corpus.",
  "example_prompts": [
   "Can you help me support work with Outpost Bio's open microbiome foundation models -?",
   "Walk me through waypoint bio step by step",
   "What's the best way to approach waypoint bio for my project?"
  ],
  "keywords": [
   "waypoint-bio",
   "supports",
   "work",
   "outpost",
   "bio",
   "open",
   "microbiome",
   "foundation",
   "models",
   "waypoint"
  ]
 },
 {
  "name": "what-if-oracle",
  "description": "Supports structured what-if scenario analysis for research planning, experimental contingencies, and scientific project decisions. Explores favorable, reference, adverse, wild-card, contrarian, and second-order scenarios with explicit assumptions, evidence, and decision triggers. Use to stress-test a research plan under uncertainty; scenario narratives do not estimate causal effects or calibrated forecast probabilities.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/what-if-oracle/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/what-if-oracle/SKILL.md",
  "category": "coding",
  "when_to_use": "Use it when you want to support structured what-if scenario analysis for research planning, experimental contingencies.",
  "example_prompts": [
   "Can you help me support structured what-if scenario analysis for research planning, experimental contingencies?",
   "Walk me through what if oracle step by step",
   "What's the best way to approach what if oracle for my project?"
  ],
  "keywords": [
   "what-if-oracle",
   "supports",
   "structured",
   "what-if",
   "scenario",
   "analysis",
   "research",
   "planning",
   "experimental",
   "contingencies"
  ]
 },
 {
  "name": "zarr-python",
  "description": "Stores and queries chunked N-D scientific arrays with Zarr-Python 3, including codecs, sharding, S3/GCS storage, and NumPy/Dask/Xarray integration. Use for array layout, bounded I/O, format migration, or scientific metadata preservation.",
  "repo": "K-Dense-AI/scientific-agent-skills",
  "repo_stars": 50561,
  "path": "skills/zarr-python/SKILL.md",
  "url": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/skills/zarr-python/SKILL.md",
  "category": "data",
  "when_to_use": "Use it when you want to array layout, bounded I/O, format migration, or scientific metadata preservation.",
  "example_prompts": [
   "Can you help me array layout, bounded I/O, format migration, or scientific metadata preservation?",
   "Walk me through zarr python step by step",
   "What's the best way to approach zarr python for my project?"
  ],
  "keywords": [
   "zarr-python",
   "stores",
   "queries",
   "chunked",
   "n-d",
   "scientific",
   "arrays",
   "including",
   "codecs",
   "sharding"
  ]
 },
 {
  "name": "planning-with-files-ar",
  "description": "تخطيط مستمر قائم على الملفات لعمل وكلاء الذكاء الاصطناعي متعدد الخطوات. يحتفظ بملفات task_plan.md و findings.md و progress.md على القرص، وتحقن خطافات دورة الحياة سياق التخطيط المحدد للمشروع. تقرأ الاستعادة التلقائية ملفات تخطيط المشروع فقط. يمكن للأمر الصريح session-catchup.py --metadata فحص بيانات وصفية لجلسات الوكيل المحلية التابعة للمشروع نفسه، بينما قد يصدر --replay مقتطفات محدودة مؤطرة بقيمة nonce. يمكن للوضع المحكوم الاختياري طلب المتابعة فقط عندما يدعمه المضيف، ولا ينفذ أبدًا أوامر معلنة في Markdown. لا تتضمن المهارة مسارًا لرفع البيانات عبر الشبكة. تُستخدم للبحث أو العمل الذي يحتاج إلى 5 استدعاءات أدوات أو أكثر.",
  "repo": "OthmanAdi/planning-with-files",
  "repo_stars": 27469,
  "path": "skills/i18n/planning-with-files-ar/SKILL.md",
  "url": "https://github.com/OthmanAdi/planning-with-files/blob/master/skills/i18n/planning-with-files-ar/SKILL.md",
  "category": "data",
  "when_to_use": "Use it for تخطيط مستمر قائم على الملفات لعمل وكلاء الذكاء الاصطناعي متعدد الخطوات.",
  "example_prompts": [
   "I need help with تخطيط مستمر قائم على الملفات لعمل وكلاء الذكاء الاصطناعي متعدد الخطوات",
   "Walk me through planning with files ar step by step",
   "What's the best way to approach planning with files ar for my project?"
  ],
  "keywords": [
   "planning-with-files-ar",
   "task",
   "plan",
   "findings",
   "progress",
   "session-catchup",
   "metadata",
   "replay",
   "nonce",
   "markdown"
  ]
 },
 {
  "name": "planning-with-files-de",
  "description": "Persistente dateibasierte Planung für mehrstufige Arbeit mit KI-Agenten. Hält task_plan.md, findings.md und progress.md auf dem Datenträger; Lebenszyklus-Hooks speisen ausgewählten Planungskontext des Projekts ein. Die automatische Wiederherstellung liest nur die Planungsdateien des Projekts. Nur ein ausdrücklicher Aufruf von session-catchup.py --metadata darf lokale Sitzungsmetadaten desselben Projekts prüfen; --replay darf begrenzte, nonce-gerahmte Auszüge ausgeben. Der optionale Gate-Modus kann nur bei Unterstützung durch den Host eine Fortsetzung anfordern und führt niemals in Markdown angegebene Befehle aus. Der Skill hat keinen Netzwerk-Uploadpfad. Verwenden für Forschung oder Arbeit mit mehr als 5 Tool-Aufrufen.",
  "repo": "OthmanAdi/planning-with-files",
  "repo_stars": 27469,
  "path": "skills/i18n/planning-with-files-de/SKILL.md",
  "url": "https://github.com/OthmanAdi/planning-with-files/blob/master/skills/i18n/planning-with-files-de/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to persistente dateibasierte Planung für mehrstufige Arbeit mit KI-Agenten.",
  "example_prompts": [
   "Can you help me persistente dateibasierte Planung für mehrstufige Arbeit mit KI-Agenten?",
   "Walk me through planning with files de step by step",
   "What's the best way to approach planning with files de for my project?"
  ],
  "keywords": [
   "planning-with-files-de",
   "persistente",
   "dateibasierte",
   "planung",
   "mehrstufige",
   "arbeit",
   "mit",
   "ki-agenten",
   "task",
   "plan"
  ]
 },
 {
  "name": "planning-with-files-es",
  "description": "Planificación persistente basada en archivos para tareas multipaso de agentes de IA. Mantiene task_plan.md, findings.md y progress.md en disco; los hooks del ciclo de vida inyectan contexto seleccionado de planificación del proyecto. La recuperación automática solo lee los archivos de planificación del proyecto. session-catchup.py --metadata, solicitado de forma explícita, puede inspeccionar metadatos locales de sesiones del mismo proyecto; --replay puede emitir extractos limitados y enmarcados con nonce. El modo con gate opcional solo puede solicitar que el host continúe si este lo admite y nunca ejecuta comandos declarados en Markdown. El skill no tiene ninguna ruta de carga por red. Úsalo para investigación o trabajo que requiera 5 o más llamadas a herramientas.",
  "repo": "OthmanAdi/planning-with-files",
  "repo_stars": 27469,
  "path": "skills/i18n/planning-with-files-es/SKILL.md",
  "url": "https://github.com/OthmanAdi/planning-with-files/blob/master/skills/i18n/planning-with-files-es/SKILL.md",
  "category": "data",
  "when_to_use": "Use it for planificación persistente basada en archivos para tareas multipaso de agentes de IA.",
  "example_prompts": [
   "I need help with planificación persistente basada en archivos para tareas multipaso de agentes de",
   "Walk me through planning with files es step by step",
   "What's the best way to approach planning with files es for my project?"
  ],
  "keywords": [
   "planning-with-files-es",
   "planificaci",
   "persistente",
   "basada",
   "archivos",
   "para",
   "tareas",
   "multipaso",
   "agentes",
   "mantiene"
  ]
 },
 {
  "name": "planning-with-files-zh",
  "description": "用于多步骤 AI 代理工作的持久化文件规划系统。将 task_plan.md、findings.md 和 progress.md 保存在磁盘上，生命周期钩子会注入选定的项目规划上下文。自动恢复只读取项目规划文件。只有显式运行 session-catchup.py --metadata 才会检查本机同项目的会话元数据；--replay 可输出有长度限制且由 nonce 框定的同项目摘录。可选门禁仅在宿主支持时请求继续，绝不执行 Markdown 中声明的命令。本技能没有网络上传路径。适用于研究或需要 5 次以上工具调用的工作。触发词：任务规划、项目计划、制定计划、分解任务、多步骤规划、进度跟踪、文件规划、帮我规划、拆解项目",
  "repo": "OthmanAdi/planning-with-files",
  "repo_stars": 27469,
  "path": "skills/i18n/planning-with-files-zh/SKILL.md",
  "url": "https://github.com/OthmanAdi/planning-with-files/blob/master/skills/i18n/planning-with-files-zh/SKILL.md",
  "category": "data",
  "when_to_use": "Use it for 用于多步骤 AI 代理工作的持久化文件规划系统。将 task_plan.md、findings.md 和 progress.md 保存在磁盘上，生命周期钩子会注入选定的项目规划上下文。自动恢复只读取项目规划文件。只有显式运行 session-catchup.py.",
  "example_prompts": [
   "I need help with 用于多步骤 AI 代理工作的持久化文件规划系统。将 task_plan.md、findings.md 和 progress.md 保存在磁盘上，生命周期钩子会注入选定的项目规划上下文。自动恢复只读取项目规划文件。只有显式运行 session-catchup.py",
   "Walk me through planning with files zh step by step",
   "What's the best way to approach planning with files zh for my project?"
  ],
  "keywords": [
   "planning-with-files-zh",
   "task",
   "plan",
   "findings",
   "progress",
   "session-catchup",
   "metadata",
   "replay",
   "nonce",
   "markdown"
  ]
 },
 {
  "name": "planning-with-files-zht",
  "description": "用於多步驟 AI 代理工作的持久化檔案規劃。將 task_plan.md、findings.md 與 progress.md 保存在磁碟上，生命週期鉤子會注入選定的專案規劃內容。自動恢復只讀取專案規劃檔案；只有明確執行 session-catchup.py --metadata 才會檢查本機同一專案的代理工作階段中繼資料，--replay 則會輸出有界且以 nonce 框定的摘錄。選用的閘門模式只會在主機支援時要求繼續，而且絕不執行 Markdown 中宣告的命令。此技能沒有網路上傳路徑。適用於研究或需要超過 5 次工具呼叫的工作。觸發詞：任務規劃、專案計畫、制定計畫、分解任務、多步驟規劃、進度追蹤、檔案規劃、幫我規劃、拆解專案",
  "repo": "OthmanAdi/planning-with-files",
  "repo_stars": 27469,
  "path": "skills/i18n/planning-with-files-zht/SKILL.md",
  "url": "https://github.com/OthmanAdi/planning-with-files/blob/master/skills/i18n/planning-with-files-zht/SKILL.md",
  "category": "data",
  "when_to_use": "Use it for 用於多步驟 AI 代理工作的持久化檔案規劃。將 task_plan.md、findings.md 與 progress.md 保存在磁碟上，生命週期鉤子會注入選定的專案規劃內容。自動恢復只讀取專案規劃檔案；只有明確執行 session-catchup.py.",
  "example_prompts": [
   "I need help with 用於多步驟 AI 代理工作的持久化檔案規劃。將 task_plan.md、findings.md 與 progress.md 保存在磁碟上，生命週期鉤子會注入選定的專案規劃內容。自動恢復只讀取專案規劃檔案；只有明確執行 session-catchup.py",
   "Walk me through planning with files zht step by step",
   "What's the best way to approach planning with files zht for my project?"
  ],
  "keywords": [
   "planning-with-files-zht",
   "task",
   "plan",
   "findings",
   "progress",
   "session-catchup",
   "metadata",
   "replay",
   "nonce",
   "markdown"
  ]
 },
 {
  "name": "planning-with-files",
  "description": "Persistent file-based planning for multi-step AI-agent work. Keeps task_plan.md, findings.md, and progress.md on disk; lifecycle hooks inject selected project planning context. Automatic recovery reads project planning files only. Explicit session-catchup.py --metadata reads same-project local agent session records and emits aggregate counts only; --replay may emit bounded nonce-framed excerpts. Optional gated mode can request continuation only when the host supports it and never runs commands declared in Markdown. The skill has no network upload path. Use for research or work needing 5+ tool calls.",
  "repo": "OthmanAdi/planning-with-files",
  "repo_stars": 27469,
  "path": "skills/planning-with-files/SKILL.md",
  "url": "https://github.com/OthmanAdi/planning-with-files/blob/master/skills/planning-with-files/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're doing a long multi-step task and want Claude to keep its plan and progress in files.",
  "example_prompts": [
   "Can you help me research or work needing 5+ tool calls?",
   "Walk me through planning with files step by step",
   "What's the best way to approach planning with files for my project?"
  ],
  "keywords": [
   "planning-with-files",
   "persistent",
   "file-based",
   "planning",
   "multi-step",
   "ai-agent",
   "work",
   "keeps",
   "task",
   "plan"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "seo-ahrefs",
  "description": "Ahrefs API analyst (extension). Reads referring domains, backlinks, organic keywords, and content explorer data via the tested @ahrefs/mcp@0.0.11 server. Pairs with seo-backlinks for multi-source confidence weighting.",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "extensions/ahrefs/skills/seo-ahrefs/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/extensions/ahrefs/skills/seo-ahrefs/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to ahref API analyst.",
  "example_prompts": [
   "Can you help me ahref API analyst?",
   "Walk me through seo ahrefs step by step",
   "What's the best way to approach seo ahrefs for my project?"
  ],
  "keywords": [
   "seo-ahrefs",
   "ahrefs",
   "api",
   "analyst",
   "extension",
   "reads",
   "referring",
   "domains",
   "backlinks",
   "organic"
  ]
 },
 {
  "name": "seo-image-gen",
  "description": "AI image generation for SEO assets: OG/social preview images, blog hero images, schema images, product photography, infographics. Powered by Gemini via nanobanana-mcp. Requires banana extension installed. Use when user says \"generate image\", \"OG image\", \"social preview\", \"hero image\", \"blog image\", \"product photo\", \"infographic\", \"seo image\", \"create visual\", \"image-gen\", \"favicon\", \"schema image\", \"pinterest pin\", \"generate visual\", \"banner\", or \"thumbnail\".",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "extensions/banana/skills/seo-image-gen/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/extensions/banana/skills/seo-image-gen/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you need SEO-friendly images like social preview images or blog hero images.",
  "example_prompts": [
   "generate image",
   "OG image",
   "social preview"
  ],
  "keywords": [
   "seo-image-gen",
   "image",
   "generation",
   "seo",
   "assets",
   "social",
   "preview",
   "images",
   "blog",
   "hero"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "seo-bing",
  "description": "Bing Webmaster Tools + IndexNow extension. Microsoft Copilot citations are fed by the Bing index; this skill makes Bing visibility, link data, and IndexNow URL submission first-class.",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "extensions/bing-webmaster/skills/seo-bing/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/extensions/bing-webmaster/skills/seo-bing/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it for bing Webmaster Tools + IndexNow extension.",
  "example_prompts": [
   "Help me with bing Webmaster Tools + IndexNow extension",
   "Walk me through seo bing step by step",
   "What's the best way to approach seo bing for my project?"
  ],
  "keywords": [
   "seo-bing",
   "bing",
   "webmaster",
   "tools",
   "indexnow",
   "extension",
   "microsoft",
   "copilot",
   "citations",
   "fed"
  ]
 },
 {
  "name": "seo-dataforseo",
  "description": "Live SEO data via DataForSEO MCP server: SERP analysis, keyword research (volume, difficulty, intent, trends), backlink profiles, on-page analysis, competitor and content analysis, business listings, AI visibility (LLM mention tracking), and domain analytics. Requires DataForSEO extension installed. Use when user says \"dataforseo\", \"live SERP\", \"keyword volume\", \"backlink data\", \"AI visibility check\", or \"real search data\".",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "extensions/dataforseo/skills/seo-dataforseo/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/extensions/dataforseo/skills/seo-dataforseo/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to live SEO data via DataForSEO MCP server: SERP analysis.",
  "example_prompts": [
   "live SERP",
   "keyword volume",
   "backlink data"
  ],
  "keywords": [
   "seo-dataforseo",
   "live",
   "seo",
   "data",
   "via",
   "dataforseo",
   "mcp",
   "server",
   "serp",
   "analysis"
  ]
 },
 {
  "name": "seo-firecrawl",
  "description": "Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says \"crawl site\", \"map site\", \"full crawl\", \"find all pages\", \"broken links\", \"site structure\", \"discover pages\", \"JS rendering\", or needs site-wide analysis.",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "extensions/firecrawl/skills/seo-firecrawl/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/extensions/firecrawl/skills/seo-firecrawl/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to user says \"crawl site\", \"map site\", \"full crawl\", \"find all pages\", \"broken links\", \"site structure\", \"discover pages\".",
  "example_prompts": [
   "crawl site",
   "map site",
   "full crawl"
  ],
  "keywords": [
   "seo-firecrawl",
   "full-site",
   "crawling",
   "scraping",
   "site",
   "mapping",
   "via",
   "firecrawl",
   "mcp",
   "says"
  ]
 },
 {
  "name": "seo-matomo",
  "description": "Matomo Reporting API extension. Self-hosted or Matomo Cloud analytics as a GA4 alternative or complement. Organic traffic, landing pages, device / country breakdowns, referrers, search keywords. Triggers on \"Matomo\", \"self-hosted analytics\", \"analytics ohne Google\", \"GA4 alternative\", \"Matomo Reporting\", \"Piwik\".",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "extensions/matomo/skills/seo-matomo/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/extensions/matomo/skills/seo-matomo/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it for matomo Reporting API extension.",
  "example_prompts": [
   "self-hosted analytics",
   "analytics ohne Google",
   "GA4 alternative"
  ],
  "keywords": [
   "seo-matomo",
   "matomo",
   "reporting",
   "api",
   "extension",
   "self-hosted",
   "cloud",
   "analytics",
   "ga4",
   "alternative"
  ]
 },
 {
  "name": "seo-profound",
  "description": "Profound LLM citation tracker (extension). Time-series brand citation rates across ChatGPT, Perplexity, and other LLMs. Pairs with seo-seranking for triangulated AI visibility coverage.",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "extensions/profound/skills/seo-profound/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/extensions/profound/skills/seo-profound/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to profound LLM citation tracker.",
  "example_prompts": [
   "Can you help me profound LLM citation tracker?",
   "Walk me through seo profound step by step",
   "What's the best way to approach seo profound for my project?"
  ],
  "keywords": [
   "seo-profound",
   "profound",
   "llm",
   "citation",
   "tracker",
   "extension",
   "time-series",
   "brand",
   "rates",
   "across"
  ]
 },
 {
  "name": "seo-seranking",
  "description": "SE Ranking AI visibility analyst (extension). Tracks AI Share-of-Voice across ChatGPT, Gemini, Perplexity, AI Overviews, and AI Mode in a single query.",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "extensions/seranking/skills/seo-seranking/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/extensions/seranking/skills/seo-seranking/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it for SE Ranking AI visibility analyst.",
  "example_prompts": [
   "I need help with SE Ranking AI visibility analyst",
   "Walk me through seo seranking step by step",
   "What's the best way to approach seo seranking for my project?"
  ],
  "keywords": [
   "seo-seranking",
   "ranking",
   "visibility",
   "analyst",
   "extension",
   "tracks",
   "share-of-voice",
   "across",
   "chatgpt",
   "gemini"
  ]
 },
 {
  "name": "seo-unlighthouse",
  "description": "Multi-page Lighthouse audit via the MIT-licensed Unlighthouse CLI. Free-tier alternative to running PageSpeed against every URL on a site, no API quota burn, runs locally.",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "extensions/unlighthouse/skills/seo-unlighthouse/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/extensions/unlighthouse/skills/seo-unlighthouse/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it for multi-page Lighthouse audit via the MIT-licensed Unlighthouse CLI.",
  "example_prompts": [
   "Can you help me multi-page Lighthouse audit via the MIT-licensed Unlighthouse CLI?",
   "Walk me through seo unlighthouse step by step",
   "What's the best way to approach seo unlighthouse for my project?"
  ],
  "keywords": [
   "seo-unlighthouse",
   "multi-page",
   "lighthouse",
   "audit",
   "via",
   "mit-licensed",
   "unlighthouse",
   "cli",
   "free-tier",
   "alternative"
  ]
 },
 {
  "name": "seo-agentic",
  "description": "Audit and fix agent readiness: the Lighthouse Agentic Browsing fraction, accessibility tree for agents, robots.txt and Content-Signal for AI agents, WAF treatment of agent traffic, llms.txt, Markdown delivery, ai-catalog.json, /.well-known discovery files, and WebMCP tools. Exclude AI citability and brand signals (seo-geo) and commerce protocol depth (seo-ecommerce).",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo-agentic/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo-agentic/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to audit and fix agent readiness: the Lighthouse Agentic Browsing fraction, accessibility tree for agents.",
  "example_prompts": [
   "Can you help me audit and fix agent readiness: the Lighthouse Agentic Browsing fraction, accessibility?",
   "Walk me through seo agentic step by step",
   "What's the best way to approach seo agentic for my project?"
  ],
  "keywords": [
   "seo-agentic",
   "audit",
   "fix",
   "agent",
   "readiness",
   "lighthouse",
   "agentic",
   "browsing",
   "fraction",
   "accessibility"
  ]
 },
 {
  "name": "seo-audit",
  "description": "Run a full-site SEO audit and return a scored, prioritized report. Use only for site-wide checks; use seo-page for one URL or seo-technical for a technical-only review.",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo-audit/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo-audit/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to find out why your site or blog isn't ranking and what SEO issues to fix.",
  "example_prompts": [
   "Can you help me run a full-site SEO audit and return a scored, prioritized report?",
   "Walk me through seo audit step by step",
   "What's the best way to approach seo audit for my project?"
  ],
  "keywords": [
   "seo-audit",
   "run",
   "full-site",
   "seo",
   "audit",
   "return",
   "scored",
   "prioritized",
   "report",
   "only"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "seo-backlinks",
  "description": "Analyze a site's backlink profile, anchors, toxic signals, competitors, gaps, and disavow candidates. Use only when links or referring domains are the requested focus.",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo-backlinks/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo-backlinks/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to analyze a site's backlink profile, anchors, toxic signals, competitors, gaps, and disavow candidates.",
  "example_prompts": [
   "Can you help me analyze a site's backlink profile, anchors, toxic signals, competitors, gaps?",
   "Walk me through seo backlinks step by step",
   "What's the best way to approach seo backlinks for my project?"
  ],
  "keywords": [
   "seo-backlinks",
   "analyze",
   "site",
   "backlink",
   "profile",
   "anchors",
   "toxic",
   "signals",
   "competitors",
   "gaps"
  ]
 },
 {
  "name": "seo-cluster",
  "description": "Cluster keywords by SERP overlap and design hub-and-spoke content architecture with internal links. Use for planning only; use the blog-cluster command to execute article production.",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo-cluster/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo-cluster/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it for cluster.",
  "example_prompts": [
   "Can you help me cluster?",
   "Walk me through seo cluster step by step",
   "What's the best way to approach seo cluster for my project?"
  ],
  "keywords": [
   "seo-cluster",
   "cluster",
   "keywords",
   "serp",
   "overlap",
   "design",
   "hub-and-spoke",
   "content",
   "architecture",
   "internal"
  ]
 },
 {
  "name": "seo-competitor-pages",
  "description": "Generate SEO-optimized competitor comparison and alternatives pages. Covers \"X vs Y\" layouts, \"alternatives to X\" pages, feature matrices, schema markup, and conversion optimization. Use when user says \"comparison page\", \"vs page\", \"alternatives page\", \"competitor comparison\", \"X vs Y\", \"versus\", \"compare competitors\", or \"alternative to\".",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo-competitor-pages/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo-competitor-pages/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to user says \"comparison page\", \"vs page\", \"alternatives page\", \"competitor comparison\", \"X vs Y\", \"versus\".",
  "example_prompts": [
   "X vs Y",
   "alternatives to X",
   "comparison page"
  ],
  "keywords": [
   "seo-competitor-pages",
   "generate",
   "seo-optimized",
   "competitor",
   "comparison",
   "alternatives",
   "pages",
   "covers",
   "layouts",
   "feature"
  ]
 },
 {
  "name": "seo-content-brief",
  "description": "Generate competitive SEO content briefs with per-section word counts, competitor scoring, keyword density guidance, and page-type templates. Supports both new page briefs and improve-existing-page briefs. Use when user says \"content brief\", \"write a brief\", \"content outline\", \"blog brief\", \"service page brief\", \"brief for\", \"writing brief\", \"content plan\", or \"outline for\".",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo-content-brief/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo-content-brief/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you're about to write an article and want an SEO content brief with keywords and structure.",
  "example_prompts": [
   "content brief",
   "write a brief",
   "content outline"
  ],
  "keywords": [
   "seo-content-brief",
   "generate",
   "competitive",
   "seo",
   "content",
   "briefs",
   "per-section",
   "word",
   "counts",
   "competitor"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "seo-content",
  "description": "Evaluate page content for usefulness, E-E-A-T, readability, thinness, and AI citation readiness, plus last-mile draft cleanup (AI-typical phrasing and invisible Unicode watermark characters). Use for content-only analysis, not full-page technical checks.",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo-content/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo-content/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to content-only analysis, not full-page technical checks.",
  "example_prompts": [
   "Can you help me content-only analysis, not full-page technical checks?",
   "Walk me through seo content step by step",
   "What's the best way to approach seo content for my project?"
  ],
  "keywords": [
   "seo-content",
   "evaluate",
   "page",
   "content",
   "usefulness",
   "e-e-a-t",
   "readability",
   "thinness",
   "citation",
   "readiness"
  ]
 },
 {
  "name": "seo-drift",
  "description": "SEO drift monitoring: capture baselines of SEO-critical elements, detect changes, and track regressions over time. Git for SEO: baseline, diff, and track changes to your on-page SEO. Use when user says \"SEO drift\", \"baseline\", \"track changes\", \"did anything break\", \"SEO regression\", \"compare SEO\", \"before and after\", \"monitor SEO changes\", or \"deployment check\".",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo-drift/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo-drift/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to user says \"SEO drift\", \"baseline\", \"track changes\", \"did anything break\", \"SEO regression\", \"compare SEO\", \"before and after\".",
  "example_prompts": [
   "SEO drift",
   "track changes",
   "did anything break"
  ],
  "keywords": [
   "seo-drift",
   "seo",
   "drift",
   "monitoring",
   "capture",
   "baselines",
   "seo-critical",
   "elements",
   "detect",
   "changes"
  ]
 },
 {
  "name": "seo-ecommerce",
  "description": "Analyze ecommerce SEO across product pages, product schema, Shopping visibility, marketplace signals, and keyword gaps. Use only for stores, catalogs, or product listings.",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo-ecommerce/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo-ecommerce/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to analyze ecommerce SEO across product pages, product schema, Shopping visibility, marketplace signals.",
  "example_prompts": [
   "Can you help me analyze ecommerce SEO across product pages, product schema, Shopping visibility, marketplace?",
   "Walk me through seo ecommerce step by step",
   "What's the best way to approach seo ecommerce for my project?"
  ],
  "keywords": [
   "seo-ecommerce",
   "analyze",
   "ecommerce",
   "seo",
   "across",
   "product",
   "pages",
   "schema",
   "shopping",
   "visibility"
  ]
 },
 {
  "name": "seo-flow",
  "description": "FLOW framework integration: evidence-led SEO using the Find → Leverage → Optimize → Win loop. Surfaces stage-specific AI prompts from the FLOW knowledge base (41 prompts, CC BY 4.0). Use when user says \"FLOW\", \"FLOW framework\", \"seo flow\", \"evidence-led SEO\", \"find leverage optimize win\", or wants stage-specific SEO prompts.",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo-flow/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo-flow/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to user says \"FLOW\", \"FLOW framework\", \"seo flow\", \"evidence-led SEO\", \"find leverage optimize win\".",
  "example_prompts": [
   "FLOW framework",
   "seo flow",
   "evidence-led SEO"
  ],
  "keywords": [
   "seo-flow",
   "flow",
   "framework",
   "integration",
   "evidence-led",
   "seo",
   "using",
   "find",
   "leverage",
   "optimize"
  ]
 },
 {
  "name": "seo-geo",
  "description": "Audit and improve content for AI Overviews and answer engines, including citability, entity clarity, crawler access, brand signals, and passage structure.",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo-geo/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo-geo/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want your content to show up better in AI answer engines like Google AI Overviews.",
  "example_prompts": [
   "Can you help me audit and improve content for AI Overviews and answer engines?",
   "Walk me through seo geo step by step",
   "What's the best way to approach seo geo for my project?"
  ],
  "keywords": [
   "seo-geo",
   "audit",
   "improve",
   "content",
   "overviews",
   "answer",
   "engines",
   "including",
   "citability",
   "entity"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "seo-google",
  "description": "Google SEO APIs: Search Console (Search Analytics, URL Inspection, Sitemaps), PageSpeed Insights v5, CrUX field data with 25-week history, Indexing API v3, and GA4 organic traffic. Provides real Google field data for Core Web Vitals, indexation status, search performance, and organic traffic trends. Use when user says \"search console\", \"GSC\", \"PageSpeed\", \"CrUX\", \"field data\", \"indexing API\", \"GA4 organic\", \"URL inspection\", or \"real CWV data\".",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo-google/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo-google/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to user says \"search console\", \"GSC\", \"PageSpeed\", \"CrUX\", \"field data\", \"indexing API\", \"GA4 organic\", \"URL inspection\".",
  "example_prompts": [
   "search console",
   "field data",
   "indexing API"
  ],
  "keywords": [
   "seo-google",
   "google",
   "seo",
   "apis",
   "search",
   "console",
   "analytics",
   "url",
   "inspection",
   "sitemaps"
  ]
 },
 {
  "name": "seo-hreflang",
  "description": "Hreflang and international SEO audit, validation, and generation. Detects common mistakes, validates language/region codes, and generates correct hreflang implementations. Use when user says \"hreflang\", \"i18n SEO\", \"international SEO\", \"multi-language\", \"multi-region\", or \"language tags\".",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo-hreflang/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo-hreflang/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to user says \"hreflang\", \"i18n SEO\", \"international SEO\", \"multi-language\", \"multi-region\", or \"language tags\".",
  "example_prompts": [
   "i18n SEO",
   "international SEO",
   "language tags"
  ],
  "keywords": [
   "seo-hreflang",
   "hreflang",
   "international",
   "seo",
   "audit",
   "validation",
   "generation",
   "detects",
   "common",
   "mistakes"
  ]
 },
 {
  "name": "seo-images",
  "description": "Image optimization analysis for SEO and performance. Checks alt text, file sizes, formats, responsive images, lazy loading, CLS prevention, image SERP rankings (via DataForSEO), and image file optimization (WebP/AVIF conversion, IPTC/XMP metadata injection). Use when user says \"image optimization\", \"alt text\", \"image SEO\", \"image size\", \"image audit\", \"optimize images\", \"image metadata\", \"image SERP\", \"convert to webp\", or \"image file optimize\".",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo-images/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo-images/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to user says \"image optimization\", \"alt text\", \"image SEO\", \"image size\", \"image audit\", \"optimize images\", \"image metadata\".",
  "example_prompts": [
   "image optimization",
   "alt text",
   "image SEO"
  ],
  "keywords": [
   "seo-images",
   "image",
   "optimization",
   "analysis",
   "seo",
   "performance",
   "checks",
   "alt",
   "text",
   "file"
  ]
 },
 {
  "name": "seo-local",
  "description": "Audit local SEO, including Google Business Profile, NAP consistency, citations, reviews, local schema, location pages, and multi-location structure.",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo-local/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo-local/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to audit local SEO, including Google Business Profile, NAP consistency, citations, reviews, local schema, location pages.",
  "example_prompts": [
   "Can you help me audit local SEO, including Google Business Profile, NAP consistency, citations, reviews?",
   "Walk me through seo local step by step",
   "What's the best way to approach seo local for my project?"
  ],
  "keywords": [
   "seo-local",
   "audit",
   "local",
   "seo",
   "including",
   "google",
   "business",
   "profile",
   "nap",
   "consistency"
  ]
 },
 {
  "name": "seo-maps",
  "description": "Maps intelligence for local SEO: geo-grid rank tracking, GBP profile auditing via API, review intelligence across Google/Tripadvisor/Trustpilot, cross-platform NAP verification, competitor radius mapping, and LocalBusiness schema generation. Three tiers: free (Overpass + Geoapify), DataForSEO, and DataForSEO + Google. Use when user says \"maps\", \"geo-grid\", \"rank tracking\", \"GBP audit\", \"review velocity\", \"competitor radius\", or \"SoLV\".",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo-maps/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo-maps/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to user says \"maps\", \"geo-grid\", \"rank tracking\", \"GBP audit\", \"review velocity\", \"competitor radius\", or \"SoLV\".",
  "example_prompts": [
   "rank tracking",
   "GBP audit",
   "review velocity"
  ],
  "keywords": [
   "seo-maps",
   "maps",
   "intelligence",
   "local",
   "seo",
   "geo-grid",
   "rank",
   "tracking",
   "gbp",
   "profile"
  ]
 },
 {
  "name": "seo-page",
  "description": "Analyze one supplied URL across on-page, content, technical metadata, schema, images, and performance. Use only for a single-page review.",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo-page/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo-page/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to analyze one supplied URL across on-page, content, technical metadata, schema, images, and performance.",
  "example_prompts": [
   "Can you help me analyze one supplied URL across on-page, content, technical metadata, schema, images?",
   "Walk me through seo page step by step",
   "What's the best way to approach seo page for my project?"
  ],
  "keywords": [
   "seo-page",
   "analyze",
   "one",
   "supplied",
   "url",
   "across",
   "on-page",
   "content",
   "technical",
   "metadata"
  ]
 },
 {
  "name": "seo-plan",
  "description": "Strategic SEO planning for new or existing websites. Industry-specific templates, competitive analysis, content strategy, and implementation roadmap. Use when user says \"SEO plan\", \"SEO strategy\", \"SEO planning\", \"content strategy\", \"keyword strategy\", \"content calendar\", \"site architecture\", or \"SEO roadmap\".",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo-plan/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo-plan/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to user says \"SEO plan\", \"SEO strategy\", \"SEO planning\", \"content strategy\", \".",
  "example_prompts": [
   "SEO plan",
   "SEO strategy",
   "SEO planning"
  ],
  "keywords": [
   "seo-plan",
   "strategic",
   "seo",
   "planning",
   "new",
   "existing",
   "websites",
   "industry-specific",
   "templates",
   "competitive"
  ]
 },
 {
  "name": "seo-programmatic",
  "description": "Programmatic SEO planning and analysis for pages generated at scale from data sources. Covers template engines, URL patterns, internal linking automation, thin content safeguards, and index bloat prevention. Use when user says \"programmatic SEO\", \"pages at scale\", \"dynamic pages\", \"template pages\", \"generated pages\", or \"data-driven SEO\".",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo-programmatic/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo-programmatic/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to user says \"programmatic SEO\", \"pages at scale\", \"dynamic pages\", \"template pages\", \"generated pages\", or \"data-driven SEO\".",
  "example_prompts": [
   "programmatic SEO",
   "pages at scale",
   "dynamic pages"
  ],
  "keywords": [
   "seo-programmatic",
   "programmatic",
   "seo",
   "planning",
   "analysis",
   "pages",
   "generated",
   "scale",
   "data",
   "sources"
  ]
 },
 {
  "name": "seo-schema",
  "description": "Detect, validate, or generate Schema.org JSON-LD for a supplied page or entity. Use only when structured data or rich-result markup is requested.",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo-schema/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo-schema/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it for detect, validate, or generate Schema.org JSON-LD for a supplied page or entity.",
  "example_prompts": [
   "Can you help me detect, validate, or generate Schema.org JSON-LD for a supplied page?",
   "Walk me through seo schema step by step",
   "What's the best way to approach seo schema for my project?"
  ],
  "keywords": [
   "seo-schema",
   "detect",
   "validate",
   "generate",
   "schema",
   "org",
   "json-ld",
   "supplied",
   "page",
   "entity"
  ]
 },
 {
  "name": "seo-sitemap",
  "description": "Analyze existing XML sitemaps or generate new ones with industry templates. Validates format, URLs, and structure. Use when user says \"sitemap\", \"generate sitemap\", \"sitemap issues\", or \"XML sitemap\".",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo-sitemap/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo-sitemap/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to user says \"sitemap\", \"generate sitemap\", \"sitemap issues\", or \"XML sitemap\".",
  "example_prompts": [
   "generate sitemap",
   "sitemap issues",
   "XML sitemap"
  ],
  "keywords": [
   "seo-sitemap",
   "analyze",
   "existing",
   "xml",
   "sitemaps",
   "generate",
   "new",
   "ones",
   "industry",
   "templates"
  ]
 },
 {
  "name": "seo-sxo",
  "description": "Diagnose search-experience and intent mismatches using SERP page types, user stories, and persona scoring. Use when ranking problems appear intent- or layout-driven.",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo-sxo/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo-sxo/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you're ranking problems appear intent- or layout-driven.",
  "example_prompts": [
   "Help me with ranking problems appear intent- or layout-driven",
   "Walk me through seo sxo step by step",
   "What's the best way to approach seo sxo for my project?"
  ],
  "keywords": [
   "seo-sxo",
   "diagnose",
   "search-experience",
   "intent",
   "mismatches",
   "using",
   "serp",
   "page",
   "types",
   "stories"
  ]
 },
 {
  "name": "seo-technical",
  "description": "Audit technical SEO across crawlability, indexability, security, URLs, mobile, Core Web Vitals, rendering, structured data, and IndexNow. Exclude content strategy and backlinks.",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo-technical/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo-technical/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want to audit technical SEO across crawlability, indexability, security, URLs, mobile, Core Web Vitals, rendering, structured data.",
  "example_prompts": [
   "Can you help me audit technical SEO across crawlability, indexability, security, URLs, mobile, Core Web?",
   "Walk me through seo technical step by step",
   "What's the best way to approach seo technical for my project?"
  ],
  "keywords": [
   "seo-technical",
   "audit",
   "technical",
   "seo",
   "across",
   "crawlability",
   "indexability",
   "security",
   "urls",
   "mobile"
  ]
 },
 {
  "name": "seo",
  "description": "Comprehensive SEO analysis for any website or business type. Full site audits, single-page analysis, technical SEO (crawlability, indexability, Core Web Vitals with INP), schema markup, content quality (E-E-A-T), image optimization, sitemap analysis, and GEO for AI Overviews/ChatGPT/Perplexity. Industry detection for SaaS, e-commerce, local, publishers, agencies. Triggers on: SEO, audit, schema, Core Web Vitals, sitemap, E-E-A-T, AI Overviews, GEO, technical SEO, content quality, page speed. Use this hub only when the SEO domain is clear and the requested workflow is not; otherwise use the exact retained leaf or command.",
  "repo": "AgriciDaniel/claude-seo",
  "repo_stars": 19007,
  "path": "skills/seo/SKILL.md",
  "url": "https://github.com/AgriciDaniel/claude-seo/blob/main/skills/seo/SKILL.md",
  "category": "marketing",
  "when_to_use": "Use it when you want a full SEO checkup of your website, including technical, content and on-page issues.",
  "example_prompts": [
   "Can you help me comprehensive SEO analysis for any website or business type?",
   "Walk me through seo step by step",
   "What's the best way to approach seo for my project?"
  ],
  "keywords": [
   "seo",
   "comprehensive",
   "analysis",
   "website",
   "business",
   "type",
   "full",
   "site",
   "audits",
   "single-page"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "academic-paper-reviewer",
  "description": "Multi-perspective academic paper review with dynamic reviewer personas. Runs a 5-seat, role-separated review panel (Journal-Fit Reviewer + 3 peer-review roles + Devil's Advocate) with field-specific expertise; role separation is not a claim of independent error processes. Supports full review, re-review (verification), quick assessment, methodology focus, Socratic guided, and calibration modes. Triggers on: review paper, peer review, manuscript review, referee report, review my paper, critique paper, simulate review, editorial review, calibrate reviewer, reviewer calibration, measure reviewer accuracy, 審查論文, 論文審查, 模擬審查, 同儕審查, 幫我審這篇, 以審查人角度評估, 審查者校準, 논문 심사, 동료 심사, 모의 심사, 심사자 관점에서 평가, 심사자 보정, revisar artículo, revisión entre pares, revisión de manuscrito, informe de árbitro, revisa mi artículo, criticar artículo, simular revisión, revisión editorial, calibrar revisor.",
  "repo": "Imbad0202/academic-research-skills",
  "repo_stars": 52269,
  "path": "academic-paper-reviewer/SKILL.md",
  "url": "https://github.com/Imbad0202/academic-research-skills/blob/main/academic-paper-reviewer/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you want your academic paper reviewed from several reviewer perspectives before submitting.",
  "example_prompts": [
   "Can you help me multi-perspective academic paper review with dynamic reviewer personas?",
   "Walk me through academic paper reviewer step by step",
   "What's the best way to approach academic paper reviewer for my project?"
  ],
  "keywords": [
   "academic-paper-reviewer",
   "multi-perspective",
   "academic",
   "paper",
   "review",
   "dynamic",
   "reviewer",
   "personas",
   "runs",
   "seat"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "academic-paper",
  "description": "12-agent academic paper writing pipeline. 11 modes (full/plan/outline/revision/revision-coach/abstract/lit-review/format-convert/citation-check/disclosure/rebuttal-audit). 6 paper types, 5 citation formats, bilingual abstracts, LaTeX/DOCX-via-Pandoc/PDF output. Style Calibration + Writing Quality Check + Anti-Patterns with IRON RULE markers. Triggers: write paper, academic paper, guide my paper, parse reviews, I got reviewer comments, revision roadmap, should we push back, conference rebuttal, grant panel response, audit my rebuttal, check my response draft, AI disclosure, check citations, citation check, check my references, verify references, look over the refs, 寫論文, 學術論文, 引導我寫論文, 審查意見, 我收到審查意見, 修訂路線圖, 評估回覆, 檢查引用, 引用檢查, 檢查參考文獻, 核對文獻, 논문 작성, 초록 작성, 논문 수정, 논문 계획을 도와줘, 심사 의견을 받았어, 심사 의견 반영, 답변서 점검, AI 사용 고지, 인용 확인, 인용 형식 검사, enmendar mi artículo, redactar artículo, guía mi artículo, analizar reseñas, auditar mi respuesta, verificar borrador de respuesta, verificar citas, divulgación de IA.",
  "repo": "Imbad0202/academic-research-skills",
  "repo_stars": 52269,
  "path": "academic-paper/SKILL.md",
  "url": "https://github.com/Imbad0202/academic-research-skills/blob/main/academic-paper/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it when you're writing an academic paper and want help with the outline, drafting, citations or revisions.",
  "example_prompts": [
   "I need help with 12-agent academic paper writing pipeline",
   "Walk me through academic paper step by step",
   "What's the best way to approach academic paper for my project?"
  ],
  "keywords": [
   "academic-paper",
   "agent",
   "academic",
   "paper",
   "writing",
   "pipeline",
   "modes",
   "full",
   "plan",
   "outline"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "academic-pipeline",
  "description": "Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize. Coordinates deep-research, academic-paper, and academic-paper-reviewer into a seamless 10-stage workflow with mandatory, coverage-bounded integrity checks, two-stage peer review, and auditable quality-assurance artifacts. Triggers on: academic pipeline, research to paper, full paper workflow, paper pipeline, end-to-end paper, research-to-publication, complete paper workflow, 연구부터 논문까지, 연구 주제 설정부터 논문 완성까지, 논문 전체 워크플로, flujo de trabajo académico, investigación a artículo, flujo completo de artículo, pipeline de investigación completa, publicación de investigación, flujo de trabajo completo del artículo.",
  "repo": "Imbad0202/academic-research-skills",
  "repo_stars": 52269,
  "path": "academic-pipeline/SKILL.md",
  "url": "https://github.com/Imbad0202/academic-research-skills/blob/main/academic-pipeline/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you want help with the whole academic process, from research and writing to review and revision.",
  "example_prompts": [
   "Can you help me orchestrator for the full academic research pipeline: research -> write ->?",
   "Walk me through academic pipeline step by step",
   "What's the best way to approach academic pipeline for my project?"
  ],
  "keywords": [
   "academic-pipeline",
   "orchestrator",
   "full",
   "academic",
   "research",
   "pipeline",
   "write",
   "integrity",
   "check",
   "review"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "deep-research",
  "description": "Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 8 modes: full research, quick brief, paper review, lit-review, fact-check, three-way literature scan, Socratic guided research dialogue, and systematic review with optional meta-analysis. Covers research question formulation, Socratic mentoring, methodology design, systematic literature search, source verification, cross-source synthesis, risk of bias assessment, meta-analysis, APA 7.0 report compilation, editorial review, devil's advocate challenges, ethics review, and post-research literature monitoring. Triggers on: research, deep research, literature review, systematic review, meta-analysis, PRISMA, evidence synthesis, fact-check, WHY HOW WHAT papers, 3W literature scan, guide my research, help me think through, 研究, 深度研究, 文獻回顧, 文獻探討, 系統性回顧, 後設分析, 事實查核, 三段式文獻掃描, 引導我的研究, 幫我釐清, 幫我想想, 我不確定要研究什麼, 研究方向, 研究主題, 심층 연구, 문헌 조사, 체계적 문헌고찰, 메타분석, 사실 확인, 연구 방향을 잡아줘, 연구 주제 정하는 것을 도와줘, revisión de literatura, metaanálisis",
  "repo": "Imbad0202/academic-research-skills",
  "repo_stars": 52269,
  "path": "deep-research/SKILL.md",
  "url": "https://github.com/Imbad0202/academic-research-skills/blob/main/deep-research/SKILL.md",
  "category": "design",
  "when_to_use": "Use it when you want thorough, well-sourced research on a topic, like a literature review or fact-check.",
  "example_prompts": [
   "Can you help me universal deep research agent team?",
   "Walk me through deep research step by step",
   "What's the best way to approach deep research for my project?"
  ],
  "keywords": [
   "deep-research",
   "universal",
   "deep",
   "research",
   "agent",
   "team",
   "pipeline",
   "rigorous",
   "academic",
   "topic"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "sr-screener",
  "description": "Protocol-driven study screening for systematic, scoping and rapid reviews. Turns a proposal or PROSPERO protocol into confirmed eligibility rules, then screens titles/abstracts and full texts with two blinded AI reviewers and a third-reviewer adjudicator: ordered exclusion codes, no silent defaults, resumable batch runs, QC (seed studies, near-miss rechecks, kappa and PABAK), PRISMA 2020 counts, EndNote/Zotero RIS groups, an Excel log, a methods draft and a literature_corpus handoff to academic-paper. Reads RIS, PubMed .nbib, Web of Science and CSV exports; removes duplicates. 8 modes: protocol, quick, pilot, ta-screen, ft-screen, adjudicate, audit, report. Use it to screen records against eligibility criteria, pilot screening, resolve screening conflicts, audit exclusions or report the selection process. Triggers on: screen these papers, title/abstract screening, full-text screening, screening conflicts, inclusion criteria, PRISMA flow, غربالگری مقالات, اسکرینینگ عنوان و چکیده, معیارهای ورود و خروج.",
  "repo": "Imbad0202/academic-research-skills",
  "repo_stars": 52269,
  "path": "sr-screener/SKILL.md",
  "url": "https://github.com/Imbad0202/academic-research-skills/blob/main/sr-screener/SKILL.md",
  "category": "documents",
  "when_to_use": "Use it for protocol-driven study screening for systematic, scoping and rapid reviews.",
  "example_prompts": [
   "Can you help me protocol-driven study screening for systematic, scoping and rapid reviews?",
   "Walk me through sr screener step by step",
   "What's the best way to approach sr screener for my project?"
  ],
  "keywords": [
   "sr-screener",
   "protocol-driven",
   "study",
   "screening",
   "systematic",
   "scoping",
   "rapid",
   "reviews",
   "turns",
   "proposal"
  ]
 },
 {
  "name": "abusing-dpapi-for-credential-access",
  "description": "Extract and decrypt Windows DPAPI-protected secrets (Credential Manager, browser logins/cookies, Wi-Fi credentials, KeePass keys) online or offline using SharpDPAPI, SharpChrome, Mimikatz, or Impacket's dpapi.py, including domain-wide decryption via the DPAPI backup key. Use during authorized red-team credential-access engagements after gaining a foothold or when triaging DPAPI blobs pulled from a host.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/abusing-dpapi-for-credential-access/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/abusing-dpapi-for-credential-access/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to extract and decrypt Windows DPAPI-protected secrets online or offline using SharpDPAPI, SharpChrome, Mimikatz.",
  "example_prompts": [
   "Can you help me extract and decrypt Windows DPAPI-protected secrets online or offline using SharpDPAPI?",
   "Walk me through abusing dpapi for credential access step by step",
   "What's the best way to approach abusing dpapi for credential access for my project?"
  ],
  "keywords": [
   "abusing-dpapi-for-credential-access",
   "extract",
   "decrypt",
   "windows",
   "dpapi-protected",
   "secrets",
   "credential",
   "manager",
   "browser",
   "logins"
  ]
 },
 {
  "name": "abusing-shadow-credentials-for-privesc",
  "description": "Take over Active Directory accounts by writing attacker-controlled public keys to msDS-KeyCredentialLink (Shadow Credentials) with pyWhisker, Whisker, or Certipy, then authenticate via PKINIT to recover the target's NT hash without a password reset. Use when BloodHound shows GenericWrite/GenericAll/AddKeyCredentialLink over a target, as a stealthier alternative to ForceChangePassword, during authorized red-team engagements.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/abusing-shadow-credentials-for-privesc/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/abusing-shadow-credentials-for-privesc/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1loodHound shows GenericWrite/GenericAll/AddKeyCredentialLink over a target, as a stealthier alternative to ForceChangePassword.",
  "example_prompts": [
   "I need help with \\1loodHound shows GenericWrite/GenericAll/AddKeyCredentialLink over a target, as a stealthier alternative",
   "Walk me through abusing shadow credentials for privesc step by step",
   "What's the best way to approach abusing shadow credentials for privesc for my project?"
  ],
  "keywords": [
   "abusing-shadow-credentials-for-privesc",
   "take",
   "over",
   "active",
   "directory",
   "accounts",
   "writing",
   "attacker-controlled",
   "public",
   "keys"
  ]
 },
 {
  "name": "achieving-cmmc-level-2-compliance",
  "description": "Prepare a defense-contractor environment for CMMC Level 2 certification: scope CUI and FCI, implement the 110 NIST SP 800-171 Rev 2 security requirements across 14 families, compute the SPRS score with the DoD Assessment Methodology, manage a compliant POA&M, and ready the organization for a C3PAO assessment. Use when an organization handles Controlled Unclassified Information (CUI) under a DoD contract, when a contract carries DFARS clause 252.204-7012/7019/7020/7021, when preparing for or responding to a CMMC assessment, when computing or improving an SPRS score, when building a System Security Plan or POA&M for 800-171, or when scoping which systems are in the CUI boundary. Keywords: CMMC, CMMC Level 2, NIST 800-171, SP 800-171 Rev 2, CUI, FCI, SPRS, DFARS 7012, C3PAO, POA&M, System Security Plan, DoD Assessment Methodology, 110 controls, defense industrial base, DIB, FedRAMP equivalency.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/achieving-cmmc-level-2-compliance/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/achieving-cmmc-level-2-compliance/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when an organization handles Controlled Unclassified Information under a DoD contract.",
  "example_prompts": [
   "I need help with an organization handles Controlled Unclassified Information under a DoD contract",
   "Walk me through achieving cmmc level 2 compliance step by step",
   "What's the best way to approach achieving cmmc level 2 compliance for my project?"
  ],
  "keywords": [
   "achieving-cmmc-level-2-compliance",
   "prepare",
   "defense-contractor",
   "environment",
   "cmmc",
   "level",
   "certification",
   "scope",
   "cui",
   "fci"
  ]
 },
 {
  "name": "acquiring-disk-image-with-dd-and-dcfldd",
  "description": "Create forensically sound bit-for-bit disk images with dd or dcfldd on a Linux forensic workstation, preserving evidence integrity through hash verification (MD5/SHA) during acquisition. Use when imaging a suspect drive, USB device, or memory card for investigation, preserving volatile disk evidence during incident response, or producing a verified copy for legal or law-enforcement proceedings before any destructive analysis.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/acquiring-disk-image-with-dd-and-dcfldd/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/acquiring-disk-image-with-dd-and-dcfldd/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're imaging a suspect drive, USB device, or memory card for investigation, preserving volatile disk evidence during incident response.",
  "example_prompts": [
   "Help me with imaging a suspect drive, USB device, or memory card for investigation",
   "Walk me through acquiring disk image with dd and dcfldd step by step",
   "What's the best way to approach acquiring disk image with dd and dcfldd for my project?"
  ],
  "keywords": [
   "acquiring-disk-image-with-dd-and-dcfldd",
   "create",
   "forensically",
   "sound",
   "bit-for-bit",
   "disk",
   "images",
   "dcfldd",
   "linux",
   "forensic"
  ]
 },
 {
  "name": "analyzing-active-directory-acl-abuse",
  "description": "Detect dangerous ACL misconfigurations in Active Directory using ldap3 to identify GenericAll, WriteDACL, and WriteOwner abuse paths",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-active-directory-acl-abuse/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-active-directory-acl-abuse/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to detect dangerous ACL misconfigurations in Active Directory using ldap3 to identify GenericAll, WriteDACL.",
  "example_prompts": [
   "Can you help me detect dangerous ACL misconfigurations in Active Directory using ldap3 to identify?",
   "Walk me through analyzing active directory acl abuse step by step",
   "What's the best way to approach analyzing active directory acl abuse for my project?"
  ],
  "keywords": [
   "analyzing-active-directory-acl-abuse",
   "detect",
   "dangerous",
   "acl",
   "misconfigurations",
   "active",
   "directory",
   "using",
   "ldap3",
   "identify"
  ]
 },
 {
  "name": "analyzing-android-malware-with-apktool",
  "description": "Perform static analysis of Android APK malware using apktool for resource decompilation, jadx for Java source recovery, and androguard for manifest inspection, dangerous permission-combination detection, and identification of obfuscated code, dynamic code loading, and reflection-based API calls. Use to statically triage a suspicious APK without executing it or to build mobile malware detection rules.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-android-malware-with-apktool/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-android-malware-with-apktool/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for perform static analysis of Android APK malware using apktool for resource decompilation, jadx for Java source recovery.",
  "example_prompts": [
   "Can you help me perform static analysis of Android APK malware using apktool for resource?",
   "Walk me through analyzing android malware with apktool step by step",
   "What's the best way to approach analyzing android malware with apktool for my project?"
  ],
  "keywords": [
   "analyzing-android-malware-with-apktool",
   "perform",
   "static",
   "analysis",
   "android",
   "apk",
   "malware",
   "using",
   "apktool",
   "resource"
  ]
 },
 {
  "name": "analyzing-api-gateway-access-logs",
  "description": "Parses API Gateway access logs (AWS API Gateway, Kong, Nginx) to detect BOLA/IDOR attacks, rate limit bypass, credential scanning, and injection attempts. Uses pandas for statistical analysis of request patterns and anomaly detection. Use when investigating API abuse or building API-specific threat detection rules.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-api-gateway-access-logs/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-api-gateway-access-logs/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating API abuse or building API-specific threat detection rules.",
  "example_prompts": [
   "Help me with investigating API abuse or building API-specific threat detection rules",
   "Walk me through analyzing api gateway access logs step by step",
   "What's the best way to approach analyzing api gateway access logs for my project?"
  ],
  "keywords": [
   "analyzing-api-gateway-access-logs",
   "parses",
   "api",
   "gateway",
   "access",
   "logs",
   "aws",
   "kong",
   "nginx",
   "detect"
  ]
 },
 {
  "name": "analyzing-apt-group-with-mitre-navigator",
  "description": "Query ATT&CK data with attackcti, mitreattack-python, and stix2, then build MITRE ATT&CK Navigator layers and multi-layer heatmap overlays mapping one or more APT groups' TTPs for detection-gap analysis. Use to compare threat-actor technique coverage, find gaps in detection engineering, or produce Navigator visualizations for threat-intel reporting.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-apt-group-with-mitre-navigator/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-apt-group-with-mitre-navigator/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for query ATT&CK data with attackcti, mitreattack-python, and stix2.",
  "example_prompts": [
   "Can you help me query ATT&CK data with attackcti, mitreattack-python, and stix2?",
   "Walk me through analyzing apt group with mitre navigator step by step",
   "What's the best way to approach analyzing apt group with mitre navigator for my project?"
  ],
  "keywords": [
   "analyzing-apt-group-with-mitre-navigator",
   "query",
   "att",
   "data",
   "attackcti",
   "mitreattack-python",
   "stix2",
   "then",
   "build",
   "mitre"
  ]
 },
 {
  "name": "analyzing-azure-activity-logs-for-threats",
  "description": "Queries Azure Monitor activity logs and sign-in logs via azure-monitor-query to detect suspicious administrative operations, impossible travel, privilege escalation, and resource modifications. Builds KQL queries for threat hunting in Azure environments. Use when investigating suspicious Azure tenant activity or building cloud SIEM detections.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-azure-activity-logs-for-threats/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-azure-activity-logs-for-threats/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating suspicious Azure tenant activity or building cloud SIEM detections.",
  "example_prompts": [
   "Help me with investigating suspicious Azure tenant activity or building cloud SIEM detections",
   "Walk me through analyzing azure activity logs for threats step by step",
   "What's the best way to approach analyzing azure activity logs for threats for my project?"
  ],
  "keywords": [
   "analyzing-azure-activity-logs-for-threats",
   "queries",
   "azure",
   "monitor",
   "activity",
   "logs",
   "sign-in",
   "via",
   "azure-monitor-query",
   "detect"
  ]
 },
 {
  "name": "analyzing-bootkit-and-rootkit-samples",
  "description": "Analyzes bootkit and advanced rootkit malware infecting the Master Boot Record (MBR), Volume Boot Record (VBR), or UEFI firmware for below-OS persistence, covering boot sector analysis, UEFI module inspection, and anti-rootkit detection. Use when compromise survives OS reinstallation or antivirus/EDR fails to detect malware despite clear infection signs.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-bootkit-and-rootkit-samples/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-bootkit-and-rootkit-samples/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to compromise survives OS reinstallation or antivirus/EDR fails to detect malware despite clear infection signs.",
  "example_prompts": [
   "Can you help me compromise survives OS reinstallation or antivirus/EDR fails to detect malware despite?",
   "Walk me through analyzing bootkit and rootkit samples step by step",
   "What's the best way to approach analyzing bootkit and rootkit samples for my project?"
  ],
  "keywords": [
   "analyzing-bootkit-and-rootkit-samples",
   "analyzes",
   "bootkit",
   "advanced",
   "rootkit",
   "malware",
   "infecting",
   "master",
   "boot",
   "record"
  ]
 },
 {
  "name": "analyzing-browser-forensics-with-hindsight",
  "description": "Parse Chromium-based browser databases with Hindsight to extract and correlate browsing history, downloads, cookies, cached content, autofill data, saved passwords, and extensions from Chrome, Edge, Brave, Opera, and Vivaldi into a unified timeline (XLSX, JSON, or SQLite output). Use during incident response, insider-threat investigations, or criminal cases when you need to reconstruct a user's web activity from a browser profile.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-browser-forensics-with-hindsight/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-browser-forensics-with-hindsight/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to parse Chromium-based browser databases with Hindsight to extract and correlate browsing history, downloads, cookies.",
  "example_prompts": [
   "Can you help me parse Chromium-based browser databases with Hindsight to extract and correlate browsing?",
   "Walk me through analyzing browser forensics with hindsight step by step",
   "What's the best way to approach analyzing browser forensics with hindsight for my project?"
  ],
  "keywords": [
   "analyzing-browser-forensics-with-hindsight",
   "parse",
   "chromium-based",
   "browser",
   "databases",
   "hindsight",
   "extract",
   "correlate",
   "browsing",
   "history"
  ]
 },
 {
  "name": "analyzing-campaign-attribution-evidence",
  "description": "Systematically evaluate cyber-campaign evidence to attribute an operation to a threat actor, using the Diamond Model and Analysis of Competing Hypotheses (ACH) to weigh infrastructure overlaps, TTP consistency, malware code similarity, and timing/language artifacts into confidence-weighted attribution assessments. Use when an incident investigation needs a defensible attribution confidence level.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-campaign-attribution-evidence/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-campaign-attribution-evidence/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when an incident investigation needs a defensible attribution confidence level.",
  "example_prompts": [
   "I need help with an incident investigation needs a defensible attribution confidence level",
   "Walk me through analyzing campaign attribution evidence step by step",
   "What's the best way to approach analyzing campaign attribution evidence for my project?"
  ],
  "keywords": [
   "analyzing-campaign-attribution-evidence",
   "systematically",
   "evaluate",
   "cyber-campaign",
   "evidence",
   "attribute",
   "operation",
   "threat",
   "actor",
   "using"
  ]
 },
 {
  "name": "analyzing-certificate-transparency-for-phishing",
  "description": "Monitor Certificate Transparency logs using crt.sh and Certstream to detect phishing domains, lookalike certificates, and unauthorized certificate issuance targeting your organization.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-certificate-transparency-for-phishing/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-certificate-transparency-for-phishing/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for monitor Certificate Transparency logs using crt.sh and Certstream to detect phishing domains, lookalike certificates.",
  "example_prompts": [
   "Can you help me monitor Certificate Transparency logs using crt.sh and Certstream to detect phishing?",
   "Walk me through analyzing certificate transparency for phishing step by step",
   "What's the best way to approach analyzing certificate transparency for phishing for my project?"
  ],
  "keywords": [
   "analyzing-certificate-transparency-for-phishing",
   "monitor",
   "certificate",
   "transparency",
   "logs",
   "using",
   "crt",
   "certstream",
   "detect",
   "phishing"
  ]
 },
 {
  "name": "analyzing-cloud-storage-access-patterns",
  "description": "Detect abnormal access in AWS S3, GCS, and Azure Blob Storage by analyzing CloudTrail Data Events, GCS audit logs, and Azure Storage Analytics for after-hours bulk downloads, new-IP access, and API-call spikes (e.g. GetObject) via statistical baselines and time-series anomaly detection. Use when investigating suspected cloud data exfiltration or building related detection rules.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-cloud-storage-access-patterns/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-cloud-storage-access-patterns/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating suspected cloud data exfiltration or building related detection rules.",
  "example_prompts": [
   "Help me with investigating suspected cloud data exfiltration or building related detection rules",
   "Walk me through analyzing cloud storage access patterns step by step",
   "What's the best way to approach analyzing cloud storage access patterns for my project?"
  ],
  "keywords": [
   "analyzing-cloud-storage-access-patterns",
   "detect",
   "abnormal",
   "access",
   "aws",
   "gcs",
   "azure",
   "blob",
   "storage",
   "analyzing"
  ]
 },
 {
  "name": "analyzing-cobalt-strike-beacon-configuration",
  "description": "Extract and analyze Cobalt Strike beacon configuration from PE files and memory dumps to identify C2 infrastructure, malleable profiles, and operator tradecraft.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-cobalt-strike-beacon-configuration/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-cobalt-strike-beacon-configuration/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to extract and analyze Cobalt Strike beacon configuration from PE files and memory dumps to identify C2 infrastructure.",
  "example_prompts": [
   "Can you help me extract and analyze Cobalt Strike beacon configuration from PE files?",
   "Walk me through analyzing cobalt strike beacon configuration step by step",
   "What's the best way to approach analyzing cobalt strike beacon configuration for my project?"
  ],
  "keywords": [
   "analyzing-cobalt-strike-beacon-configuration",
   "extract",
   "analyze",
   "cobalt",
   "strike",
   "beacon",
   "configuration",
   "files",
   "memory",
   "dumps"
  ]
 },
 {
  "name": "analyzing-cobaltstrike-malleable-c2-profiles",
  "description": "Parse and analyze Cobalt Strike Malleable C2 profiles with dissect.cobaltstrike (profiles and beacon-payload configs) and pyMalleableC2 (AST parsing) to extract HTTP/DNS transforms, URIs, headers, sleep/jitter, and injection behavior, then generate network detection signatures. Use when reverse-engineering a captured malleable profile or building detections against Cobalt Strike Beacon traffic.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-cobaltstrike-malleable-c2-profiles/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-cobaltstrike-malleable-c2-profiles/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're reverse-engineering a captured malleable profile or building detections against Cobalt Strike Beacon traffic.",
  "example_prompts": [
   "Help me with reverse-engineering a captured malleable profile or building detections against Cobalt Strike",
   "Walk me through analyzing cobaltstrike malleable c2 profiles step by step",
   "What's the best way to approach analyzing cobaltstrike malleable c2 profiles for my project?"
  ],
  "keywords": [
   "analyzing-cobaltstrike-malleable-c2-profiles",
   "parse",
   "analyze",
   "cobalt",
   "strike",
   "malleable",
   "profiles",
   "dissect",
   "cobaltstrike",
   "beacon-payload"
  ]
 },
 {
  "name": "analyzing-command-and-control-communication",
  "description": "Analyzes malware C2 communication over HTTP, HTTPS, DNS, and custom protocols to reverse-engineer beacon patterns, command structures, data encoding, and infrastructure (primary servers, fallback domains, dead drops). Use after reverse engineering reveals network traffic needing protocol analysis or when building detection signatures for a framework like Cobalt Strike, Metasploit, or Sliver.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-command-and-control-communication/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-command-and-control-communication/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to analyze malware C2 communication over HTTP, HTTPS, DNS, and custom protocols to reverse-engineer beacon patterns.",
  "example_prompts": [
   "Can you help me analyze malware C2 communication over HTTP, HTTPS, DNS, and custom protocols?",
   "Walk me through analyzing command and control communication step by step",
   "What's the best way to approach analyzing command and control communication for my project?"
  ],
  "keywords": [
   "analyzing-command-and-control-communication",
   "analyzes",
   "malware",
   "communication",
   "over",
   "http",
   "https",
   "dns",
   "custom",
   "protocols"
  ]
 },
 {
  "name": "analyzing-cyber-kill-chain",
  "description": "Analyzes intrusion activity against the Lockheed Martin Cyber Kill Chain framework to identify which phases an adversary has completed, where defenses succeeded or failed, and what controls would have interrupted the attack at earlier phases. Use when conducting post-incident analysis, building prevention-focused security controls, or mapping detection gaps to kill chain phases. Activates for requests involving kill chain analysis, intrusion kill chain, attack phase mapping, or Lockheed Martin kill chain framework.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-cyber-kill-chain/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-cyber-kill-chain/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're conducting post-incident analysis, building prevention-focused security controls, or mapping detection gaps to kill chain phases.",
  "example_prompts": [
   "Help me with conducting post-incident analysis, building prevention-focused security controls, or mapping detection gaps",
   "Walk me through analyzing cyber kill chain step by step",
   "What's the best way to approach analyzing cyber kill chain for my project?"
  ],
  "keywords": [
   "analyzing-cyber-kill-chain",
   "analyzes",
   "intrusion",
   "activity",
   "against",
   "lockheed",
   "martin",
   "cyber",
   "kill",
   "chain"
  ]
 },
 {
  "name": "analyzing-disk-image-with-autopsy",
  "description": "Perform comprehensive forensic analysis of raw (dd), E01, or AFF disk images with Autopsy and The Sleuth Kit, recovering deleted files, examining metadata and embedded artifacts, keyword searching, and building investigation timelines with visual reports. Use for structured analysis of a forensic disk image or when stakeholders need visual reports from evidence.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-disk-image-with-autopsy/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-disk-image-with-autopsy/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for perform comprehensive forensic analysis of raw , E01, or AFF disk images with Autopsy and The Sleuth Kit, recovering deleted files.",
  "example_prompts": [
   "Can you help me perform comprehensive forensic analysis of raw , E01, or AFF disk?",
   "Walk me through analyzing disk image with autopsy step by step",
   "What's the best way to approach analyzing disk image with autopsy for my project?"
  ],
  "keywords": [
   "analyzing-disk-image-with-autopsy",
   "perform",
   "comprehensive",
   "forensic",
   "analysis",
   "raw",
   "e01",
   "aff",
   "disk",
   "images"
  ]
 },
 {
  "name": "analyzing-dns-logs-for-exfiltration",
  "description": "Analyzes DNS query logs to detect data exfiltration via DNS tunneling, DGA domain communication, and covert C2 channels using entropy analysis, query volume anomalies, and subdomain length detection in SIEM platforms. Use when SOC teams need to identify DNS-based threats that bypass traditional network security controls.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-dns-logs-for-exfiltration/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-dns-logs-for-exfiltration/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1OC teams need to identify DNS-based threats that bypass traditional network security controls.",
  "example_prompts": [
   "I need help with \\1OC teams need to identify DNS-based threats that bypass traditional network",
   "Walk me through analyzing dns logs for exfiltration step by step",
   "What's the best way to approach analyzing dns logs for exfiltration for my project?"
  ],
  "keywords": [
   "analyzing-dns-logs-for-exfiltration",
   "analyzes",
   "dns",
   "query",
   "logs",
   "detect",
   "data",
   "exfiltration",
   "via",
   "tunneling"
  ]
 },
 {
  "name": "analyzing-docker-container-forensics",
  "description": "Investigate compromised Docker containers by analyzing images, layers, volumes, logs, and runtime artifacts to identify malicious activity and evidence.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-docker-container-forensics/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-docker-container-forensics/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to investigate compromised Docker containers by analyzing images, layers, volumes, logs.",
  "example_prompts": [
   "Can you help me investigate compromised Docker containers by analyzing images, layers, volumes, logs?",
   "Walk me through analyzing docker container forensics step by step",
   "What's the best way to approach analyzing docker container forensics for my project?"
  ],
  "keywords": [
   "analyzing-docker-container-forensics",
   "investigate",
   "compromised",
   "docker",
   "containers",
   "analyzing",
   "images",
   "layers",
   "volumes",
   "logs"
  ]
 },
 {
  "name": "analyzing-email-headers-for-phishing-investigation",
  "description": "Parse and analyze email headers (Received chain, Return-Path, Message-ID) to trace the true origin of a phishing email and validate SPF, DKIM, and DMARC results to confirm or rule out sender spoofing. Use when triaging a suspicious or reported email, investigating a phishing incident, or verifying whether a message's sender domain was spoofed.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-email-headers-for-phishing-investigation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-email-headers-for-phishing-investigation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to check a suspicious email's headers to see where it really came from.",
  "example_prompts": [
   "Help me with triaging a suspicious or reported email, investigating a phishing incident",
   "Walk me through analyzing email headers for phishing investigation step by step",
   "What's the best way to approach analyzing email headers for phishing investigation for my project?"
  ],
  "keywords": [
   "analyzing-email-headers-for-phishing-investigation",
   "parse",
   "analyze",
   "email",
   "headers",
   "received",
   "chain",
   "return-path",
   "message-id",
   "trace"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "analyzing-ethereum-smart-contract-vulnerabilities",
  "description": "Perform static and symbolic analysis of Solidity smart contracts using Slither and Mythril to detect reentrancy, integer overflow, access control, and other vulnerability classes before deployment to Ethereum mainnet.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-ethereum-smart-contract-vulnerabilities/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-ethereum-smart-contract-vulnerabilities/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for perform static and symbolic analysis of Solidity smart contracts using Slither and Mythril to detect reentrancy, integer overflow.",
  "example_prompts": [
   "Can you help me perform static and symbolic analysis of Solidity smart contracts using Slither?",
   "Walk me through analyzing ethereum smart contract vulnerabilities step by step",
   "What's the best way to approach analyzing ethereum smart contract vulnerabilities for my project?"
  ],
  "keywords": [
   "analyzing-ethereum-smart-contract-vulnerabilities",
   "perform",
   "static",
   "symbolic",
   "analysis",
   "solidity",
   "smart",
   "contracts",
   "using",
   "slither"
  ]
 },
 {
  "name": "analyzing-golang-malware-with-ghidra",
  "description": "Reverse engineer Go-compiled malware in Ghidra by parsing Go buildinfo and pclntab structures, recovering stripped/obfuscated function names (e.g. via GoResolver), and extracting embedded module/dependency strings and types from Go binaries. Use when analyzing a Go-language malware sample, deobfuscating a garble-packed Go binary, or recovering function names and third-party dependencies from a stripped Go executable.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-golang-malware-with-ghidra/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-golang-malware-with-ghidra/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're analyzing a Go-language malware sample, deobfuscating a garble-packed Go binary.",
  "example_prompts": [
   "Help me with analyzing a Go-language malware sample, deobfuscating a garble-packed Go binary",
   "Walk me through analyzing golang malware with ghidra step by step",
   "What's the best way to approach analyzing golang malware with ghidra for my project?"
  ],
  "keywords": [
   "analyzing-golang-malware-with-ghidra",
   "reverse",
   "engineer",
   "go-compiled",
   "malware",
   "ghidra",
   "parsing",
   "buildinfo",
   "pclntab",
   "structures"
  ]
 },
 {
  "name": "analyzing-heap-spray-exploitation",
  "description": "Detect and analyze heap spray attacks in memory dumps using Volatility3 plugins to identify NOP sled patterns, shellcode landing zones, and suspicious large allocations in process virtual address space.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-heap-spray-exploitation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-heap-spray-exploitation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to detect and analyze heap spray attacks in memory dumps using Volatility3 plugins to identify NOP sled patterns.",
  "example_prompts": [
   "Can you help me detect and analyze heap spray attacks in memory dumps using Volatility3?",
   "Walk me through analyzing heap spray exploitation step by step",
   "What's the best way to approach analyzing heap spray exploitation for my project?"
  ],
  "keywords": [
   "analyzing-heap-spray-exploitation",
   "detect",
   "analyze",
   "heap",
   "spray",
   "attacks",
   "memory",
   "dumps",
   "using",
   "volatility3"
  ]
 },
 {
  "name": "analyzing-indicators-of-compromise",
  "description": "Analyzes indicators of compromise (IOCs) including IP addresses, domains, file hashes, URLs, and email artifacts to determine maliciousness confidence, campaign attribution, and blocking priority. Use when triaging IOCs from phishing emails, security alerts, or external threat feeds; enriching raw IOCs with multi-source intelligence; or making block/monitor/whitelist decisions. Activates for requests involving VirusTotal, AbuseIPDB, MalwareBazaar, MISP, or IOC enrichment pipelines.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-indicators-of-compromise/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-indicators-of-compromise/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're triaging IOCs from phishing emails, security alerts, or external threat feeds.",
  "example_prompts": [
   "Help me with triaging IOCs from phishing emails, security alerts, or external threat feeds",
   "Walk me through analyzing indicators of compromise step by step",
   "What's the best way to approach analyzing indicators of compromise for my project?"
  ],
  "keywords": [
   "analyzing-indicators-of-compromise",
   "analyzes",
   "indicators",
   "compromise",
   "iocs",
   "including",
   "addresses",
   "domains",
   "file",
   "hashes"
  ]
 },
 {
  "name": "analyzing-ios-app-security-with-objection",
  "description": "Runtime iOS app security testing with Objection (Frida): inspect keychain and filesystem data, explore app internals at runtime, and validate/bypass client-side protections during authorized mobile assessments.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-ios-app-security-with-objection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-ios-app-security-with-objection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to runtime iOS app security testing with Objection : inspect keychain and filesystem data, explore app internals at runtime.",
  "example_prompts": [
   "Can you help me runtime iOS app security testing with Objection : inspect keychain?",
   "Walk me through analyzing ios app security with objection step by step",
   "What's the best way to approach analyzing ios app security with objection for my project?"
  ],
  "keywords": [
   "analyzing-ios-app-security-with-objection",
   "runtime",
   "ios",
   "app",
   "security",
   "testing",
   "objection",
   "frida",
   "inspect",
   "keychain"
  ]
 },
 {
  "name": "analyzing-kubernetes-audit-logs",
  "description": "Parses Kubernetes API server audit logs (JSON lines) to detect exec-into-pod, secret access, RBAC modifications, privileged pod creation, and anonymous API access, and builds SIEM detection rules from the event patterns. Use when investigating a suspected cluster compromise, reconstructing what an attacker did through the API server, or writing Kubernetes-specific detection content. Keywords: audit policy, audit log, kube-apiserver, exec into pod, RBAC change, anonymous access, detection rules. Do not use for syscall-level detection inside a running container - use detecting-container-runtime-threats-with-falco. '",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-kubernetes-audit-logs/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-kubernetes-audit-logs/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating a suspected cluster compromise, reconstructing what an attacker did through the API server.",
  "example_prompts": [
   "Help me with investigating a suspected cluster compromise, reconstructing what an attacker did through",
   "Walk me through analyzing kubernetes audit logs step by step",
   "What's the best way to approach analyzing kubernetes audit logs for my project?"
  ],
  "keywords": [
   "analyzing-kubernetes-audit-logs",
   "parses",
   "kubernetes",
   "api",
   "server",
   "audit",
   "logs",
   "json",
   "lines",
   "detect"
  ]
 },
 {
  "name": "analyzing-linux-audit-logs-for-intrusion",
  "description": "Uses the Linux Audit framework (auditd) with ausearch and aureport utilities to detect intrusion attempts, unauthorized access, privilege escalation, and suspicious system activity. Covers audit rule configuration, log querying, timeline reconstruction, and integration with SIEM platforms. Activates for requests involving auditd analysis, Linux audit log investigation, ausearch queries, aureport summaries, or host-based intrusion detection on Linux.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-linux-audit-logs-for-intrusion/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-linux-audit-logs-for-intrusion/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to use the Linux Audit framework with ausearch and aureport utilities to detect intrusion attempts, unauthorized access.",
  "example_prompts": [
   "Can you help me use the Linux Audit framework with ausearch and aureport utilities?",
   "Walk me through analyzing linux audit logs for intrusion step by step",
   "What's the best way to approach analyzing linux audit logs for intrusion for my project?"
  ],
  "keywords": [
   "analyzing-linux-audit-logs-for-intrusion",
   "uses",
   "linux",
   "audit",
   "framework",
   "auditd",
   "ausearch",
   "aureport",
   "utilities",
   "detect"
  ]
 },
 {
  "name": "analyzing-linux-elf-malware",
  "description": "Analyze malicious Linux ELF binaries — botnets, cryptominers, ransomware, and rootkits targeting Linux servers, containers, and cloud infrastructure — through static analysis, dynamic tracing, and reverse engineering of x86_64 and ARM samples. Use when investigating Linux malware, triaging a suspicious ELF binary, assessing a compromised Linux server, or analyzing container-targeted malware.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-linux-elf-malware/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-linux-elf-malware/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating Linux malware, triaging a suspicious ELF binary, assessing a compromised Linux server.",
  "example_prompts": [
   "Help me with investigating Linux malware, triaging a suspicious ELF binary, assessing a compromised",
   "Walk me through analyzing linux elf malware step by step",
   "What's the best way to approach analyzing linux elf malware for my project?"
  ],
  "keywords": [
   "analyzing-linux-elf-malware",
   "analyze",
   "malicious",
   "linux",
   "elf",
   "binaries",
   "botnets",
   "cryptominers",
   "ransomware",
   "rootkits"
  ]
 },
 {
  "name": "analyzing-linux-kernel-rootkits",
  "description": "Detect kernel-level rootkits in Linux memory dumps using Volatility3 linux plugins (check_syscall, lsmod, hidden_modules), rkhunter system scanning, and /proc vs /sys discrepancy analysis to identify hooked syscalls, hidden kernel modules, and tampered system structures.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-linux-kernel-rootkits/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-linux-kernel-rootkits/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to detect kernel-level rootkits in Linux memory dumps using Volatility3 linux plugins , rkhunter system scanning.",
  "example_prompts": [
   "Can you help me detect kernel-level rootkits in Linux memory dumps using Volatility3 linux plugins?",
   "Walk me through analyzing linux kernel rootkits step by step",
   "What's the best way to approach analyzing linux kernel rootkits for my project?"
  ],
  "keywords": [
   "analyzing-linux-kernel-rootkits",
   "detect",
   "kernel-level",
   "rootkits",
   "linux",
   "memory",
   "dumps",
   "using",
   "volatility3",
   "plugins"
  ]
 },
 {
  "name": "analyzing-linux-system-artifacts",
  "description": "Examine Linux system artifacts (auth logs, cron/systemd persistence, shell history, SSH keys, and system configuration) to uncover evidence of compromise, detect rootkits or backdoors, and reconstruct user/attacker activity. Use when investigating a compromised Linux server or workstation, hunting for persistence mechanisms, or scoping a Linux-based breach during incident response.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-linux-system-artifacts/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-linux-system-artifacts/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating a compromised Linux server or workstation, hunting for persistence mechanisms.",
  "example_prompts": [
   "Help me with investigating a compromised Linux server or workstation, hunting for persistence mechanisms",
   "Walk me through analyzing linux system artifacts step by step",
   "What's the best way to approach analyzing linux system artifacts for my project?"
  ],
  "keywords": [
   "analyzing-linux-system-artifacts",
   "examine",
   "linux",
   "system",
   "artifacts",
   "auth",
   "logs",
   "cron",
   "systemd",
   "persistence"
  ]
 },
 {
  "name": "analyzing-lnk-file-and-jump-list-artifacts",
  "description": "Analyze Windows LNK shortcut files and Jump List artifacts with LECmd, JLECmd, and manual Shell Link Binary Format parsing to establish evidence of file access, program execution, and user activity that persists even after the target file is deleted. Use when investigating Windows user activity, reconstructing file-access or program-execution timelines, or examining recent/frequently-used file evidence in a forensic exam.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-lnk-file-and-jump-list-artifacts/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-lnk-file-and-jump-list-artifacts/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating Windows user activity, reconstructing file-access or program-execution timelines.",
  "example_prompts": [
   "Help me with investigating Windows user activity, reconstructing file-access or program-execution timelines",
   "Walk me through analyzing lnk file and jump list artifacts step by step",
   "What's the best way to approach analyzing lnk file and jump list artifacts for my project?"
  ],
  "keywords": [
   "analyzing-lnk-file-and-jump-list-artifacts",
   "analyze",
   "windows",
   "lnk",
   "shortcut",
   "files",
   "jump",
   "list",
   "artifacts",
   "lecmd"
  ]
 },
 {
  "name": "analyzing-macro-malware-in-office-documents",
  "description": "Analyzes malicious VBA macros embedded in Microsoft Office documents (Word, Excel, PowerPoint) to identify download cradles, payload execution, persistence mechanisms, and anti-analysis techniques. Uses olevba, oledump, and VBA deobfuscation to extract the attack chain. Activates for requests involving Office macro analysis, VBA malware investigation, maldoc analysis, or document-based threat examination.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-macro-malware-in-office-documents/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-macro-malware-in-office-documents/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to analyze malicious VBA macros embedded in Microsoft Office documents to identify download cradles, payload execution.",
  "example_prompts": [
   "Can you help me analyze malicious VBA macros embedded in Microsoft Office documents to identify?",
   "Walk me through analyzing macro malware in office documents step by step",
   "What's the best way to approach analyzing macro malware in office documents for my project?"
  ],
  "keywords": [
   "analyzing-macro-malware-in-office-documents",
   "analyzes",
   "malicious",
   "vba",
   "macros",
   "embedded",
   "microsoft",
   "office",
   "documents",
   "word"
  ]
 },
 {
  "name": "analyzing-malicious-pdf-with-peepdf",
  "description": "Perform static analysis of malicious PDF documents using peepdf, pdfid, and pdf-parser to extract embedded JavaScript, shellcode, and suspicious objects. Use when triaging a suspicious PDF attachment from a phishing email, analyzing a PDF-based exploit document, or building detection signatures for weaponized PDF threats.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-malicious-pdf-with-peepdf/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-malicious-pdf-with-peepdf/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're triaging a suspicious PDF attachment from a phishing email, analyzing a PDF-based exploit document.",
  "example_prompts": [
   "Help me with triaging a suspicious PDF attachment from a phishing email, analyzing",
   "Walk me through analyzing malicious pdf with peepdf step by step",
   "What's the best way to approach analyzing malicious pdf with peepdf for my project?"
  ],
  "keywords": [
   "analyzing-malicious-pdf-with-peepdf",
   "perform",
   "static",
   "analysis",
   "malicious",
   "pdf",
   "documents",
   "using",
   "peepdf",
   "pdfid"
  ]
 },
 {
  "name": "analyzing-malicious-url-with-urlscan",
  "description": "URLScan.io is a free service for scanning and analyzing suspicious URLs. It captures screenshots, DOM content, HTTP transactions, JavaScript behavior, and network connections of web pages in an isolat",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-malicious-url-with-urlscan/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-malicious-url-with-urlscan/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for URLScan.io is a free service for scanning and analyzing suspicious URLs.",
  "example_prompts": [
   "I need help with URLScan.io is a free service for scanning and analyzing suspicious URLs",
   "Walk me through analyzing malicious url with urlscan step by step",
   "What's the best way to approach analyzing malicious url with urlscan for my project?"
  ],
  "keywords": [
   "analyzing-malicious-url-with-urlscan",
   "urlscan",
   "free",
   "service",
   "scanning",
   "analyzing",
   "suspicious",
   "urls",
   "captures",
   "screenshots"
  ]
 },
 {
  "name": "analyzing-malware-behavior-with-cuckoo-sandbox",
  "description": "Detonate malware samples in Cuckoo Sandbox to observe runtime behavior — process creation, file system and registry changes, network communications, and API calls — and generate behavioral reports for classification and IOC extraction. Use when a sample has passed static triage and needs dynamic/behavioral analysis, when mapping a full infection chain, or when building YARA/behavioral signatures from observed sandbox activity.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-malware-behavior-with-cuckoo-sandbox/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-malware-behavior-with-cuckoo-sandbox/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a sample has passed static triage and needs dynamic/behavioral analysis, when mapping a full infection chain.",
  "example_prompts": [
   "I need help with a sample has passed static triage and needs dynamic/behavioral analysis, when",
   "Walk me through analyzing malware behavior with cuckoo sandbox step by step",
   "What's the best way to approach analyzing malware behavior with cuckoo sandbox for my project?"
  ],
  "keywords": [
   "analyzing-malware-behavior-with-cuckoo-sandbox",
   "detonate",
   "malware",
   "samples",
   "cuckoo",
   "sandbox",
   "observe",
   "runtime",
   "behavior",
   "process"
  ]
 },
 {
  "name": "analyzing-malware-family-relationships-with-malpedia",
  "description": "Query the Malpedia API to look up malware family aliases and naming (platform.family_name), pull community/vendor YARA rules, link families to threat actors, and map family relationships such as loader-payload chains and shared authorship. Use when researching a malware family's aliases, lineage, or actor attribution, or when sourcing YARA rules for detection.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-malware-family-relationships-with-malpedia/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-malware-family-relationships-with-malpedia/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're researching a malware family's aliases, lineage, or actor attribution, or when sourcing YARA rules for detection.",
  "example_prompts": [
   "Help me with researching a malware family's aliases, lineage, or actor attribution, or when",
   "Walk me through analyzing malware family relationships with malpedia step by step",
   "What's the best way to approach analyzing malware family relationships with malpedia for my project?"
  ],
  "keywords": [
   "analyzing-malware-family-relationships-with-malpedia",
   "query",
   "malpedia",
   "api",
   "look",
   "malware",
   "family",
   "aliases",
   "naming",
   "platform"
  ]
 },
 {
  "name": "analyzing-malware-persistence-with-autoruns",
  "description": "Use Sysinternals Autoruns to systematically enumerate and analyze malware persistence mechanisms across Windows registry run keys, scheduled tasks, services, drivers, and startup locations. Use when hunting for persistence during Windows incident response, triaging a compromised endpoint, or validating that malware autostart entries have been fully identified and removed.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-malware-persistence-with-autoruns/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-malware-persistence-with-autoruns/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for persistence during Windows incident response, triaging a compromised endpoint.",
  "example_prompts": [
   "Help me with hunting for persistence during Windows incident response, triaging a compromised endpoint",
   "Walk me through analyzing malware persistence with autoruns step by step",
   "What's the best way to approach analyzing malware persistence with autoruns for my project?"
  ],
  "keywords": [
   "analyzing-malware-persistence-with-autoruns",
   "sysinternals",
   "autoruns",
   "systematically",
   "enumerate",
   "analyze",
   "malware",
   "persistence",
   "mechanisms",
   "across"
  ]
 },
 {
  "name": "analyzing-malware-sandbox-evasion-techniques",
  "description": "Detect sandbox and VM evasion techniques in malware samples by analyzing timing checks, VM/hypervisor artifact queries, user-interaction checks, and sleep-inflation patterns from Cuckoo or AnyRun behavioral reports. Use when a sample shows no or minimal activity in a sandbox, when a behavioral report needs review for evasion indicators, or when building detections for anti-analysis techniques.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-malware-sandbox-evasion-techniques/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-malware-sandbox-evasion-techniques/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a sample shows no or minimal activity in a sandbox, when a behavioral report needs review for evasion indicators.",
  "example_prompts": [
   "I need help with a sample shows no or minimal activity in a sandbox, when",
   "Walk me through analyzing malware sandbox evasion techniques step by step",
   "What's the best way to approach analyzing malware sandbox evasion techniques for my project?"
  ],
  "keywords": [
   "analyzing-malware-sandbox-evasion-techniques",
   "detect",
   "sandbox",
   "evasion",
   "techniques",
   "malware",
   "samples",
   "analyzing",
   "timing",
   "checks"
  ]
 },
 {
  "name": "analyzing-memory-dumps-with-volatility",
  "description": "Analyzes RAM memory dumps from compromised systems using the Volatility framework to identify malicious processes, injected code, network connections, loaded modules, and extracted credentials. Supports Windows, Linux, and macOS memory forensics. Activates for requests involving memory forensics, RAM analysis, volatile data examination, process injection detection, or memory-resident malware investigation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-memory-dumps-with-volatility/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-memory-dumps-with-volatility/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to analyze RAM memory dumps from compromised systems using the Volatility framework to identify malicious processes.",
  "example_prompts": [
   "Can you help me analyze RAM memory dumps from compromised systems using the Volatility framework?",
   "Walk me through analyzing memory dumps with volatility step by step",
   "What's the best way to approach analyzing memory dumps with volatility for my project?"
  ],
  "keywords": [
   "analyzing-memory-dumps-with-volatility",
   "analyzes",
   "ram",
   "memory",
   "dumps",
   "compromised",
   "systems",
   "using",
   "volatility",
   "framework"
  ]
 },
 {
  "name": "analyzing-memory-forensics-with-lime-and-volatility",
  "description": "Performs Linux memory acquisition using LiME (Linux Memory Extractor) kernel module and analysis with Volatility 3 framework. Extracts process lists, network connections, bash history, loaded kernel modules, and injected code from Linux memory images. Use when performing incident response on compromised Linux systems.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-memory-forensics-with-lime-and-volatility/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-memory-forensics-with-lime-and-volatility/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're performing incident response on compromised Linux systems.",
  "example_prompts": [
   "Help me with performing incident response on compromised Linux systems",
   "Walk me through analyzing memory forensics with lime and volatility step by step",
   "What's the best way to approach analyzing memory forensics with lime and volatility for my project?"
  ],
  "keywords": [
   "analyzing-memory-forensics-with-lime-and-volatility",
   "performs",
   "linux",
   "memory",
   "acquisition",
   "using",
   "lime",
   "extractor",
   "kernel",
   "module"
  ]
 },
 {
  "name": "analyzing-mft-for-deleted-file-recovery",
  "description": "Analyze the NTFS Master File Table ($MFT) with MFTECmd, analyzeMFT, and X-Ways Forensics to recover metadata and content of deleted files by examining MFT record entries, $LogFile, $UsnJrnl, and MFT slack space. Use when recovering evidence of deleted files, reconstructing NTFS file-system timelines, or detecting anti-forensic timestomping during a Windows forensic examination.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-mft-for-deleted-file-recovery/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-mft-for-deleted-file-recovery/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're recovering evidence of deleted files, reconstructing NTFS file-system timelines.",
  "example_prompts": [
   "Help me with recovering evidence of deleted files, reconstructing NTFS file-system timelines",
   "Walk me through analyzing mft for deleted file recovery step by step",
   "What's the best way to approach analyzing mft for deleted file recovery for my project?"
  ],
  "keywords": [
   "analyzing-mft-for-deleted-file-recovery",
   "analyze",
   "ntfs",
   "master",
   "file",
   "table",
   "mft",
   "mftecmd",
   "analyzemft",
   "x-ways"
  ]
 },
 {
  "name": "analyzing-network-covert-channels-in-malware",
  "description": "Detect and analyze covert communication channels used by malware, including DNS tunneling, ICMP exfiltration, steganographic HTTP, and other protocol abuse used for C2 and data exfiltration. Use when investigating suspicious DNS/ICMP/HTTP traffic patterns, hunting for hidden C2 channels in network captures, or attributing exfiltration traffic to a known tunneling toolset.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-network-covert-channels-in-malware/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-network-covert-channels-in-malware/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating suspicious DNS/ICMP/HTTP traffic patterns, hunting for hidden C2 channels in network captures.",
  "example_prompts": [
   "Help me with investigating suspicious DNS/ICMP/HTTP traffic patterns, hunting for hidden C2 channels in",
   "Walk me through analyzing network covert channels in malware step by step",
   "What's the best way to approach analyzing network covert channels in malware for my project?"
  ],
  "keywords": [
   "analyzing-network-covert-channels-in-malware",
   "detect",
   "analyze",
   "covert",
   "communication",
   "channels",
   "used",
   "malware",
   "including",
   "dns"
  ]
 },
 {
  "name": "analyzing-network-flow-data-with-netflow",
  "description": "Parse NetFlow v9 and IPFIX records to detect volumetric anomalies, port scanning, data exfiltration, and C2 beaconing patterns. Uses the Python netflow library to decode flow records, builds traffic baselines, and applies statistical analysis to identify flows with abnormal byte counts, connection durations, and periodic timing patterns.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-network-flow-data-with-netflow/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-network-flow-data-with-netflow/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to parse NetFlow v9 and IPFIX records to detect volumetric anomalies, port scanning, data exfiltration, and C2 beaconing patterns.",
  "example_prompts": [
   "Can you help me parse NetFlow v9 and IPFIX records to detect volumetric anomalies, port?",
   "Walk me through analyzing network flow data with netflow step by step",
   "What's the best way to approach analyzing network flow data with netflow for my project?"
  ],
  "keywords": [
   "analyzing-network-flow-data-with-netflow",
   "parse",
   "netflow",
   "ipfix",
   "records",
   "detect",
   "volumetric",
   "anomalies",
   "port",
   "scanning"
  ]
 },
 {
  "name": "analyzing-network-packets-with-scapy",
  "description": "Use Scapy to craft, send, sniff, and dissect TCP/UDP/ICMP/DNS packets, analyze pcap files, implement SYN scans, and detect anomalous traffic such as fragmented or malformed packets. Use when performing authorized network reconnaissance, protocol-level forensic analysis, or building traffic anomaly detection during security testing.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-network-packets-with-scapy/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-network-packets-with-scapy/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're performing authorized network reconnaissance, protocol-level forensic analysis.",
  "example_prompts": [
   "Help me with performing authorized network reconnaissance, protocol-level forensic analysis",
   "Walk me through analyzing network packets with scapy step by step",
   "What's the best way to approach analyzing network packets with scapy for my project?"
  ],
  "keywords": [
   "analyzing-network-packets-with-scapy",
   "scapy",
   "craft",
   "send",
   "sniff",
   "dissect",
   "tcp",
   "udp",
   "icmp",
   "dns"
  ]
 },
 {
  "name": "analyzing-network-traffic-for-incidents",
  "description": "Analyzes network traffic captures and flow data to identify adversary activity during security incidents, including command-and-control communications, lateral movement, data exfiltration, and exploitation attempts. Uses Wireshark, Zeek, and NetFlow analysis techniques. Activates for requests involving network traffic analysis, packet capture investigation, PCAP analysis, network forensics, C2 traffic detection, or exfiltration detection.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-network-traffic-for-incidents/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-network-traffic-for-incidents/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to analyze network traffic captures and flow data to identify adversary activity during security incidents.",
  "example_prompts": [
   "Can you help me analyze network traffic captures and flow data to identify adversary activity?",
   "Walk me through analyzing network traffic for incidents step by step",
   "What's the best way to approach analyzing network traffic for incidents for my project?"
  ],
  "keywords": [
   "analyzing-network-traffic-for-incidents",
   "analyzes",
   "network",
   "traffic",
   "captures",
   "flow",
   "data",
   "identify",
   "adversary",
   "activity"
  ]
 },
 {
  "name": "analyzing-network-traffic-of-malware",
  "description": "Analyzes network traffic generated by malware during sandbox execution or live incident response to identify C2 protocols, data exfiltration channels, payload downloads, and lateral movement patterns using Wireshark, Zeek, and Suricata. Activates for requests involving malware network analysis, C2 traffic decoding, malware PCAP analysis, or network-based malware detection.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-network-traffic-of-malware/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-network-traffic-of-malware/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to analyze network traffic generated by malware during sandbox execution or live incident response to identify C2 protocols.",
  "example_prompts": [
   "Can you help me analyze network traffic generated by malware during sandbox execution or live?",
   "Walk me through analyzing network traffic of malware step by step",
   "What's the best way to approach analyzing network traffic of malware for my project?"
  ],
  "keywords": [
   "analyzing-network-traffic-of-malware",
   "analyzes",
   "network",
   "traffic",
   "generated",
   "malware",
   "during",
   "sandbox",
   "execution",
   "live"
  ]
 },
 {
  "name": "analyzing-network-traffic-with-wireshark",
  "description": "Captures and analyzes network packet data using Wireshark and tshark to identify malicious traffic patterns, diagnose protocol issues, extract artifacts, and support incident response investigations on authorized network segments.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-network-traffic-with-wireshark/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-network-traffic-with-wireshark/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to capture and analyzes network packet data using Wireshark and tshark to identify malicious traffic patterns.",
  "example_prompts": [
   "Can you help me capture and analyzes network packet data using Wireshark and tshark?",
   "Walk me through analyzing network traffic with wireshark step by step",
   "What's the best way to approach analyzing network traffic with wireshark for my project?"
  ],
  "keywords": [
   "analyzing-network-traffic-with-wireshark",
   "captures",
   "analyzes",
   "network",
   "packet",
   "data",
   "using",
   "wireshark",
   "tshark",
   "identify"
  ]
 },
 {
  "name": "analyzing-office365-audit-logs-for-compromise",
  "description": "Parse Office 365 Unified Audit Logs via Microsoft Graph API to detect email forwarding rule creation, inbox delegation, suspicious OAuth app grants, and other indicators of account compromise.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-office365-audit-logs-for-compromise/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-office365-audit-logs-for-compromise/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to parse Office 365 Unified Audit Logs via Microsoft Graph API to detect email forwarding rule creation, inbox delegation.",
  "example_prompts": [
   "Can you help me parse Office 365 Unified Audit Logs via Microsoft Graph API?",
   "Walk me through analyzing office365 audit logs for compromise step by step",
   "What's the best way to approach analyzing office365 audit logs for compromise for my project?"
  ],
  "keywords": [
   "analyzing-office365-audit-logs-for-compromise",
   "parse",
   "office",
   "unified",
   "audit",
   "logs",
   "via",
   "microsoft",
   "graph",
   "api"
  ]
 },
 {
  "name": "analyzing-outlook-pst-for-email-forensics",
  "description": "Parse Microsoft Outlook PST and OST files using libpff and pst-utils to extract message content, headers, attachments, deleted items, and MAPI metadata, including recovery of items from the Recoverable Items folder. Use when conducting email forensic investigations, legal e-discovery, or incident response that requires reconstructing communication patterns or tracing message routing from Outlook archives.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-outlook-pst-for-email-forensics/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-outlook-pst-for-email-forensics/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're conducting email forensic investigations, legal e-discovery.",
  "example_prompts": [
   "Help me with conducting email forensic investigations, legal e-discovery",
   "Walk me through analyzing outlook pst for email forensics step by step",
   "What's the best way to approach analyzing outlook pst for email forensics for my project?"
  ],
  "keywords": [
   "analyzing-outlook-pst-for-email-forensics",
   "parse",
   "microsoft",
   "outlook",
   "pst",
   "ost",
   "files",
   "using",
   "libpff",
   "pst-utils"
  ]
 },
 {
  "name": "analyzing-packed-malware-with-upx-unpacker",
  "description": "Identifies and unpacks UPX-packed malware samples, including binaries with modified UPX magic bytes or headers that block automated decompression, to recover the original executable for static analysis. Use when a sample shows high entropy, minimal imports, or only LoadLibrary/GetProcAddress in its import table, or when preparing a packed binary for disassembly in Ghidra or IDA.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-packed-malware-with-upx-unpacker/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-packed-malware-with-upx-unpacker/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a sample shows high entropy, minimal imports, or only LoadLibrary/GetProcAddress in its import table.",
  "example_prompts": [
   "I need help with a sample shows high entropy, minimal imports, or only LoadLibrary/GetProcAddress in",
   "Walk me through analyzing packed malware with upx unpacker step by step",
   "What's the best way to approach analyzing packed malware with upx unpacker for my project?"
  ],
  "keywords": [
   "analyzing-packed-malware-with-upx-unpacker",
   "identifies",
   "unpacks",
   "upx-packed",
   "malware",
   "samples",
   "including",
   "binaries",
   "modified",
   "upx"
  ]
 },
 {
  "name": "analyzing-pdf-malware-with-pdfid",
  "description": "Analyzes malicious PDF files using PDFiD, pdf-parser, and peepdf to identify embedded JavaScript, shellcode, exploits, and suspicious objects without opening the document. Determines the attack vector and extracts embedded payloads for further analysis. Activates for requests involving PDF malware analysis, malicious document analysis, PDF exploit investigation, or suspicious attachment triage.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-pdf-malware-with-pdfid/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-pdf-malware-with-pdfid/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to analyze malicious PDF files using PDFiD, pdf-parser, and peepdf to identify embedded JavaScript, shellcode, exploits.",
  "example_prompts": [
   "Can you help me analyze malicious PDF files using PDFiD, pdf-parser, and peepdf to identify?",
   "Walk me through analyzing pdf malware with pdfid step by step",
   "What's the best way to approach analyzing pdf malware with pdfid for my project?"
  ],
  "keywords": [
   "analyzing-pdf-malware-with-pdfid",
   "analyzes",
   "malicious",
   "pdf",
   "files",
   "using",
   "pdfid",
   "pdf-parser",
   "peepdf",
   "identify"
  ]
 },
 {
  "name": "analyzing-persistence-mechanisms-in-linux",
  "description": "Scan Linux systems for persistence mechanisms including crontab/systemd entries, LD_PRELOAD injection, shell profile modifications (.bashrc, .profile), and SSH authorized_keys backdoors, then correlate findings with auditd logs into an installation timeline. Use during incident response or threat hunting to detect or confirm how an adversary maintained access to a compromised Linux host.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-persistence-mechanisms-in-linux/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-persistence-mechanisms-in-linux/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to scan Linux systems for persistence mechanisms including crontab/systemd entries, LD_PRELOAD injection.",
  "example_prompts": [
   "Can you help me scan Linux systems for persistence mechanisms including crontab/systemd entries, LD_PRELOAD injection?",
   "Walk me through analyzing persistence mechanisms in linux step by step",
   "What's the best way to approach analyzing persistence mechanisms in linux for my project?"
  ],
  "keywords": [
   "analyzing-persistence-mechanisms-in-linux",
   "scan",
   "linux",
   "systems",
   "persistence",
   "mechanisms",
   "including",
   "crontab",
   "systemd",
   "entries"
  ]
 },
 {
  "name": "analyzing-powershell-empire-artifacts",
  "description": "Detect PowerShell Empire post-exploitation framework artifacts in Windows Script Block Logging (Event ID 4104) and Module Logging (Event ID 4103), including the default launcher string, Base64-encoded WebClient/FromBase64String payloads, known module invocations (Invoke-Mimikatz, Invoke-Kerberoast), and staging URL patterns. Use when hunting for or confirming Empire C2 activity in Windows event logs.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-powershell-empire-artifacts/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-powershell-empire-artifacts/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for or confirming Empire C2 activity in Windows event logs.",
  "example_prompts": [
   "Help me with hunting for or confirming Empire C2 activity in Windows event logs",
   "Walk me through analyzing powershell empire artifacts step by step",
   "What's the best way to approach analyzing powershell empire artifacts for my project?"
  ],
  "keywords": [
   "analyzing-powershell-empire-artifacts",
   "detect",
   "powershell",
   "empire",
   "post-exploitation",
   "framework",
   "artifacts",
   "windows",
   "script",
   "block"
  ]
 },
 {
  "name": "analyzing-powershell-script-block-logging",
  "description": "Parse Windows PowerShell Script Block Logs (Event ID 4104) from EVTX files to detect obfuscated commands, encoded payloads, and living-off-the-land techniques. Uses python-evtx to extract and reconstruct multi-block scripts, applies entropy analysis and pattern matching for Base64-encoded commands, Invoke-Expression abuse, download cradles, and AMSI bypass attempts.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-powershell-script-block-logging/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-powershell-script-block-logging/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to parse Windows PowerShell Script Block Logs from EVTX files to detect obfuscated commands, encoded payloads.",
  "example_prompts": [
   "Can you help me parse Windows PowerShell Script Block Logs from EVTX files to detect?",
   "Walk me through analyzing powershell script block logging step by step",
   "What's the best way to approach analyzing powershell script block logging for my project?"
  ],
  "keywords": [
   "analyzing-powershell-script-block-logging",
   "parse",
   "windows",
   "powershell",
   "script",
   "block",
   "logs",
   "event",
   "evtx",
   "files"
  ]
 },
 {
  "name": "analyzing-prefetch-files-for-execution-history",
  "description": "Parse Windows Prefetch files (versions 17, 23, 26, 30) with tools like PECmd, WinPrefetchView, or python-prefetch to determine program execution history, including run counts, execution timestamps, and referenced files/DLLs. Use when building a timeline of program execution on a Windows system, confirming whether a suspicious binary ran, or correlating execution evidence with other forensic artifacts during an investigation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-prefetch-files-for-execution-history/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-prefetch-files-for-execution-history/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building a timeline of program execution on a Windows system, confirming whether a suspicious binary ran.",
  "example_prompts": [
   "Help me with building a timeline of program execution on a Windows system, confirming",
   "Walk me through analyzing prefetch files for execution history step by step",
   "What's the best way to approach analyzing prefetch files for execution history for my project?"
  ],
  "keywords": [
   "analyzing-prefetch-files-for-execution-history",
   "parse",
   "windows",
   "prefetch",
   "files",
   "versions",
   "tools",
   "pecmd",
   "winprefetchview",
   "python-prefetch"
  ]
 },
 {
  "name": "analyzing-ransomware-encryption-mechanisms",
  "description": "Analyzes encryption algorithms, key management, and file encryption routines used by ransomware families to assess decryption feasibility, identify implementation weaknesses, and support recovery efforts. Covers AES, RSA, ChaCha20, and hybrid encryption schemes. Activates for requests involving ransomware cryptanalysis, encryption analysis, key recovery assessment, or ransomware decryption feasibility.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-ransomware-encryption-mechanisms/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-ransomware-encryption-mechanisms/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to analyze encryption algorithms, key management, and file encryption routines used by ransomware families to assess decryption.",
  "example_prompts": [
   "Can you help me analyze encryption algorithms, key management, and file encryption routines used?",
   "Walk me through analyzing ransomware encryption mechanisms step by step",
   "What's the best way to approach analyzing ransomware encryption mechanisms for my project?"
  ],
  "keywords": [
   "analyzing-ransomware-encryption-mechanisms",
   "analyzes",
   "encryption",
   "algorithms",
   "key",
   "management",
   "file",
   "routines",
   "used",
   "ransomware"
  ]
 },
 {
  "name": "analyzing-ransomware-leak-site-intelligence",
  "description": "Safely monitor ransomware group Tor-hosted data leak sites (DLS) to collect and extract structured victim posting data, track group activity trends over time, and produce sector- and geography-specific ransomware risk assessments. Use when performing threat intelligence gathering on active ransomware groups or building proactive defense reporting from double-extortion leak-site activity.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-ransomware-leak-site-intelligence/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-ransomware-leak-site-intelligence/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're performing threat intelligence gathering on active ransomware groups.",
  "example_prompts": [
   "Help me with performing threat intelligence gathering on active ransomware groups",
   "Walk me through analyzing ransomware leak site intelligence step by step",
   "What's the best way to approach analyzing ransomware leak site intelligence for my project?"
  ],
  "keywords": [
   "analyzing-ransomware-leak-site-intelligence",
   "safely",
   "monitor",
   "ransomware",
   "group",
   "tor-hosted",
   "data",
   "leak",
   "sites",
   "dls"
  ]
 },
 {
  "name": "analyzing-ransomware-network-indicators",
  "description": "Identify ransomware-related network indicators, including C2 beaconing patterns, TOR exit node connections, data exfiltration flows, and encryption key exchange, by analyzing Zeek conn.log and NetFlow data. Use when threat hunting for active ransomware network activity or investigating suspected pre-encryption exfiltration during incident response.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-ransomware-network-indicators/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-ransomware-network-indicators/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to threat hunting for active ransomware network activity.",
  "example_prompts": [
   "Can you help me threat hunting for active ransomware network activity?",
   "Walk me through analyzing ransomware network indicators step by step",
   "What's the best way to approach analyzing ransomware network indicators for my project?"
  ],
  "keywords": [
   "analyzing-ransomware-network-indicators",
   "identify",
   "ransomware-related",
   "network",
   "indicators",
   "including",
   "beaconing",
   "patterns",
   "tor",
   "exit"
  ]
 },
 {
  "name": "analyzing-ransomware-payment-wallets",
  "description": "Traces ransomware cryptocurrency payment flows using blockchain analysis tools such as Chainalysis Reactor, WalletExplorer, and blockchain.com APIs, identifying wallet clusters and tracking fund movement through mixers and exchanges to support law enforcement attribution. Use when tracing ransomware bitcoin payments, performing cryptocurrency wallet forensics, or gathering blockchain threat intelligence on extortion payments.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-ransomware-payment-wallets/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-ransomware-payment-wallets/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're tracing ransomware bitcoin payments, performing cryptocurrency wallet forensics.",
  "example_prompts": [
   "Help me with tracing ransomware bitcoin payments, performing cryptocurrency wallet forensics",
   "Walk me through analyzing ransomware payment wallets step by step",
   "What's the best way to approach analyzing ransomware payment wallets for my project?"
  ],
  "keywords": [
   "analyzing-ransomware-payment-wallets",
   "traces",
   "ransomware",
   "cryptocurrency",
   "payment",
   "flows",
   "using",
   "blockchain",
   "analysis",
   "tools"
  ]
 },
 {
  "name": "analyzing-sbom-for-supply-chain-vulnerabilities",
  "description": "Parses Software Bill of Materials (SBOM) in CycloneDX and SPDX JSON formats to identify supply chain vulnerabilities by correlating components against the NVD CVE database via the NVD 2.0 API. Builds dependency graphs, calculates risk scores, identifies transitive vulnerability paths, and generates compliance reports. Activates for requests involving SBOM analysis, software composition analysis, supply chain security assessment, dependency vulnerability scanning, CycloneDX/SPDX parsing, or CVE correlation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-sbom-for-supply-chain-vulnerabilities/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-sbom-for-supply-chain-vulnerabilities/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to parse Software Bill of Materials in CycloneDX and SPDX JSON formats to identify supply chain vulnerabilities by correlating.",
  "example_prompts": [
   "Can you help me parse Software Bill of Materials in CycloneDX and SPDX JSON formats?",
   "Walk me through analyzing sbom for supply chain vulnerabilities step by step",
   "What's the best way to approach analyzing sbom for supply chain vulnerabilities for my project?"
  ],
  "keywords": [
   "analyzing-sbom-for-supply-chain-vulnerabilities",
   "parses",
   "software",
   "bill",
   "materials",
   "sbom",
   "cyclonedx",
   "spdx",
   "json",
   "formats"
  ]
 },
 {
  "name": "analyzing-security-logs-with-splunk",
  "description": "Leverages Splunk Enterprise Security and SPL (Search Processing Language) to investigate security incidents through log correlation, timeline reconstruction, and anomaly detection. Covers Windows event logs, firewall logs, proxy logs, and authentication data analysis. Activates for requests involving Splunk investigation, SPL queries, SIEM log analysis, security event correlation, or log-based incident investigation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-security-logs-with-splunk/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-security-logs-with-splunk/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to leverage Splunk Enterprise Security and SPL to investigate security incidents through log correlation.",
  "example_prompts": [
   "Can you help me leverage Splunk Enterprise Security and SPL to investigate security incidents through?",
   "Walk me through analyzing security logs with splunk step by step",
   "What's the best way to approach analyzing security logs with splunk for my project?"
  ],
  "keywords": [
   "analyzing-security-logs-with-splunk",
   "leverages",
   "splunk",
   "enterprise",
   "security",
   "spl",
   "search",
   "processing",
   "language",
   "investigate"
  ]
 },
 {
  "name": "analyzing-slack-space-and-file-system-artifacts",
  "description": "Examine NTFS slack space, MFT entries, the USN Change Journal, and Alternate Data Streams (ADS) to recover hidden or residual data, reconstruct deleted-file metadata, and reconstruct available file-system change activity from USN records. Use during deep forensic analysis of an NTFS image when standard file recovery is insufficient, such as hunting for data hidden in ADS.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-slack-space-and-file-system-artifacts/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-slack-space-and-file-system-artifacts/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to examine NTFS slack space, MFT entries, the USN Change Journal, and Alternate Data Streams to recover hidden or residual data.",
  "example_prompts": [
   "Can you help me examine NTFS slack space, MFT entries, the USN Change Journal?",
   "Walk me through analyzing slack space and file system artifacts step by step",
   "What's the best way to approach analyzing slack space and file system artifacts for my project?"
  ],
  "keywords": [
   "analyzing-slack-space-and-file-system-artifacts",
   "examine",
   "ntfs",
   "slack",
   "space",
   "mft",
   "entries",
   "usn",
   "change",
   "journal"
  ]
 },
 {
  "name": "analyzing-supply-chain-malware-artifacts",
  "description": "Investigate supply chain attack artifacts including trojanized software updates, compromised build pipelines, and sideloaded dependencies to identify intrusion vectors and scope of compromise.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-supply-chain-malware-artifacts/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-supply-chain-malware-artifacts/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to investigate supply chain attack artifacts including trojanized software updates, compromised build pipelines.",
  "example_prompts": [
   "Can you help me investigate supply chain attack artifacts including trojanized software updates, compromised build?",
   "Walk me through analyzing supply chain malware artifacts step by step",
   "What's the best way to approach analyzing supply chain malware artifacts for my project?"
  ],
  "keywords": [
   "analyzing-supply-chain-malware-artifacts",
   "investigate",
   "supply",
   "chain",
   "attack",
   "artifacts",
   "including",
   "trojanized",
   "software",
   "updates"
  ]
 },
 {
  "name": "analyzing-threat-actor-ttps-with-mitre-attack",
  "description": "Systematically map threat actor behavior and observed IOCs to the MITRE ATT&CK framework, build technique coverage heatmaps with the ATT&CK Navigator, identify detection gaps, and produce actionable threat intelligence reports across the Enterprise, Mobile, and ICS matrices. Use when analyzing threat actor TTPs, correlating IOCs to specific ATT&CK techniques, or assessing defensive detection coverage against adversary behavior.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-threat-actor-ttps-with-mitre-attack/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-threat-actor-ttps-with-mitre-attack/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're analyzing threat actor TTPs, correlating IOCs to specific ATT&CK techniques.",
  "example_prompts": [
   "Help me with analyzing threat actor TTPs, correlating IOCs to specific ATT&CK techniques",
   "Walk me through analyzing threat actor ttps with mitre attack step by step",
   "What's the best way to approach analyzing threat actor ttps with mitre attack for my project?"
  ],
  "keywords": [
   "analyzing-threat-actor-ttps-with-mitre-attack",
   "systematically",
   "map",
   "threat",
   "actor",
   "behavior",
   "observed",
   "iocs",
   "mitre",
   "att"
  ]
 },
 {
  "name": "analyzing-threat-actor-ttps-with-mitre-navigator",
  "description": "Map advanced persistent threat (APT) group TTPs to the MITRE ATT&CK framework using the attackcti Python library to query STIX/TAXII data for group-technique associations, then generate ATT&CK Navigator layer files to visualize and compare defensive coverage against adversary profiles. Use when profiling an APT group's techniques, building Navigator coverage heatmaps, or assessing technique coverage gaps against a specific threat actor.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-threat-actor-ttps-with-mitre-navigator/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-threat-actor-ttps-with-mitre-navigator/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're profiling an APT group's techniques, building Navigator coverage heatmaps.",
  "example_prompts": [
   "Help me with profiling an APT group's techniques, building Navigator coverage heatmaps",
   "Walk me through analyzing threat actor ttps with mitre navigator step by step",
   "What's the best way to approach analyzing threat actor ttps with mitre navigator for my project?"
  ],
  "keywords": [
   "analyzing-threat-actor-ttps-with-mitre-navigator",
   "map",
   "advanced",
   "persistent",
   "threat",
   "apt",
   "group",
   "ttps",
   "mitre",
   "att"
  ]
 },
 {
  "name": "analyzing-threat-intelligence-feeds",
  "description": "Analyzes structured and unstructured threat intelligence feeds to extract actionable indicators, adversary tactics, and campaign context. Use when ingesting commercial or open-source CTI feeds, evaluating feed quality, normalizing data into STIX 2.1 format, or enriching existing IOCs with campaign attribution. Activates for requests involving ThreatConnect, Recorded Future, Mandiant Advantage, MISP, AlienVault OTX, or automated feed aggregation pipelines.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-threat-intelligence-feeds/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-threat-intelligence-feeds/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're ingesting commercial or open-source CTI feeds, evaluating feed quality, normalizing data into STIX 2.1 format.",
  "example_prompts": [
   "Help me with ingesting commercial or open-source CTI feeds, evaluating feed quality, normalizing data",
   "Walk me through analyzing threat intelligence feeds step by step",
   "What's the best way to approach analyzing threat intelligence feeds for my project?"
  ],
  "keywords": [
   "analyzing-threat-intelligence-feeds",
   "analyzes",
   "structured",
   "unstructured",
   "threat",
   "intelligence",
   "feeds",
   "extract",
   "actionable",
   "indicators"
  ]
 },
 {
  "name": "analyzing-threat-landscape-with-misp",
  "description": "Query a MISP (Malware Information Sharing Platform) instance via PyMISP to compute event statistics, IOC type breakdowns, threat actor galaxy clusters, and tag trends, and generate threat landscape reports with temporal trends. Use when asked to analyze threat intelligence data, summarize top threat actors or malware families, or produce a CTI landscape report from MISP events.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-threat-landscape-with-misp/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-threat-landscape-with-misp/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to asked to analyze threat intelligence data, summarize top threat actors or malware families.",
  "example_prompts": [
   "Can you help me asked to analyze threat intelligence data, summarize top threat actors?",
   "Walk me through analyzing threat landscape with misp step by step",
   "What's the best way to approach analyzing threat landscape with misp for my project?"
  ],
  "keywords": [
   "analyzing-threat-landscape-with-misp",
   "query",
   "misp",
   "malware",
   "information",
   "sharing",
   "platform",
   "instance",
   "via",
   "pymisp"
  ]
 },
 {
  "name": "analyzing-tls-certificate-transparency-logs",
  "description": "Queries Certificate Transparency logs via crt.sh and pycrtsh to detect phishing domains, unauthorized certificate issuance, and shadow IT. Monitors newly issued certificates for typosquatting and brand impersonation using Levenshtein distance. Use for proactive phishing domain detection and certificate monitoring.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-tls-certificate-transparency-logs/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-tls-certificate-transparency-logs/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to proactive phishing domain detection and certificate monitoring.",
  "example_prompts": [
   "Can you help me proactive phishing domain detection and certificate monitoring?",
   "Walk me through analyzing tls certificate transparency logs step by step",
   "What's the best way to approach analyzing tls certificate transparency logs for my project?"
  ],
  "keywords": [
   "analyzing-tls-certificate-transparency-logs",
   "queries",
   "certificate",
   "transparency",
   "logs",
   "via",
   "crt",
   "pycrtsh",
   "detect",
   "phishing"
  ]
 },
 {
  "name": "analyzing-typosquatting-domains-with-dnstwist",
  "description": "Generate domain permutations with dnstwist and check DNS resolution to detect typosquatting, homograph phishing, and brand impersonation domains registered against your organization. Use when asked to monitor for lookalike domains, investigate a phishing domain, or assess brand-impersonation risk.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-typosquatting-domains-with-dnstwist/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-typosquatting-domains-with-dnstwist/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to asked to monitor for lookalike domains, investigate a phishing domain, or assess brand-impersonation risk.",
  "example_prompts": [
   "Can you help me asked to monitor for lookalike domains, investigate a phishing domain?",
   "Walk me through analyzing typosquatting domains with dnstwist step by step",
   "What's the best way to approach analyzing typosquatting domains with dnstwist for my project?"
  ],
  "keywords": [
   "analyzing-typosquatting-domains-with-dnstwist",
   "generate",
   "domain",
   "permutations",
   "dnstwist",
   "check",
   "dns",
   "resolution",
   "detect",
   "typosquatting"
  ]
 },
 {
  "name": "analyzing-uefi-bootkit-persistence",
  "description": "Analyzes UEFI bootkit persistence (SPI flash implants, ESP modifications, Secure Boot bypass, UEFI variable manipulation) using chipsec for firmware integrity verification, detecting known families like BlackLotus, LoJax, and MoonBounce. Use for UEFI malware analysis, firmware persistence investigation, or Secure Boot bypass detection.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-uefi-bootkit-persistence/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-uefi-bootkit-persistence/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1EFI malware analysis, firmware persistence investigation, or Secure Boot bypass detection.",
  "example_prompts": [
   "I need help with \\1EFI malware analysis, firmware persistence investigation, or Secure Boot bypass detection",
   "Walk me through analyzing uefi bootkit persistence step by step",
   "What's the best way to approach analyzing uefi bootkit persistence for my project?"
  ],
  "keywords": [
   "analyzing-uefi-bootkit-persistence",
   "analyzes",
   "uefi",
   "bootkit",
   "persistence",
   "spi",
   "flash",
   "implants",
   "esp",
   "modifications"
  ]
 },
 {
  "name": "analyzing-usb-device-connection-history",
  "description": "Correlate Windows registry keys (USBSTOR, MountedDevices), Event Logs, and setupapi.dev.log to reconstruct USB device connection history, first/last-plugged timestamps, and drive letter mappings. Use when investigating removable media usage, tracking device provenance, or building a timeline for suspected data exfiltration.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-usb-device-connection-history/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-usb-device-connection-history/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating removable media usage, tracking device provenance, or building a timeline for suspected data exfiltration.",
  "example_prompts": [
   "Help me with investigating removable media usage, tracking device provenance, or building a timeline",
   "Walk me through analyzing usb device connection history step by step",
   "What's the best way to approach analyzing usb device connection history for my project?"
  ],
  "keywords": [
   "analyzing-usb-device-connection-history",
   "correlate",
   "windows",
   "registry",
   "keys",
   "usbstor",
   "mounteddevices",
   "event",
   "logs",
   "setupapi"
  ]
 },
 {
  "name": "analyzing-web-server-logs-for-intrusion",
  "description": "Parse Apache and Nginx access logs to detect SQL injection attempts, local file inclusion, directory traversal, web scanner fingerprints, and brute-force patterns. Uses regex-based pattern matching against OWASP attack signatures, GeoIP enrichment for source attribution, and statistical anomaly detection for request frequency and response size outliers.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-web-server-logs-for-intrusion/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-web-server-logs-for-intrusion/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to parse Apache and Nginx access logs to detect SQL injection attempts, local file inclusion, directory traversal.",
  "example_prompts": [
   "Can you help me parse Apache and Nginx access logs to detect SQL injection attempts?",
   "Walk me through analyzing web server logs for intrusion step by step",
   "What's the best way to approach analyzing web server logs for intrusion for my project?"
  ],
  "keywords": [
   "analyzing-web-server-logs-for-intrusion",
   "parse",
   "apache",
   "nginx",
   "access",
   "logs",
   "detect",
   "sql",
   "injection",
   "attempts"
  ]
 },
 {
  "name": "analyzing-windows-amcache-artifacts",
  "description": "Parses the Windows Amcache.hve registry hive with Eric Zimmerman's AmcacheParser and Timeline Explorer to extract evidence of program execution, application installation, and driver loading, including SHA-1 hash correlation with threat intel and timeline reconstruction. Use for Amcache forensics, program execution evidence gathering, or application compatibility cache investigations in DFIR work.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-windows-amcache-artifacts/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-windows-amcache-artifacts/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1mcache forensics, program execution evidence gathering, or application compatibility cache investigations in DFIR work.",
  "example_prompts": [
   "I need help with \\1mcache forensics, program execution evidence gathering, or application compatibility cache investigations",
   "Walk me through analyzing windows amcache artifacts step by step",
   "What's the best way to approach analyzing windows amcache artifacts for my project?"
  ],
  "keywords": [
   "analyzing-windows-amcache-artifacts",
   "parses",
   "windows",
   "amcache",
   "hve",
   "registry",
   "hive",
   "eric",
   "zimmerman",
   "amcacheparser"
  ]
 },
 {
  "name": "analyzing-windows-event-logs-in-splunk",
  "description": "Analyzes Windows Security, System, and Sysmon event logs in Splunk to detect authentication attacks, privilege escalation, persistence mechanisms, and lateral movement using SPL queries mapped to MITRE ATT&CK techniques. Use when SOC analysts need to investigate Windows-based threats, build detection queries, or perform forensic timeline analysis of Windows endpoints and domain controllers.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-windows-event-logs-in-splunk/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-windows-event-logs-in-splunk/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1OC analysts need to investigate Windows-based threats, build detection queries.",
  "example_prompts": [
   "I need help with \\1OC analysts need to investigate Windows-based threats, build detection queries",
   "Walk me through analyzing windows event logs in splunk step by step",
   "What's the best way to approach analyzing windows event logs in splunk for my project?"
  ],
  "keywords": [
   "analyzing-windows-event-logs-in-splunk",
   "analyzes",
   "windows",
   "security",
   "system",
   "sysmon",
   "event",
   "logs",
   "splunk",
   "detect"
  ]
 },
 {
  "name": "analyzing-windows-lnk-files-for-artifacts",
  "description": "Parse Windows LNK shortcut files to extract target paths, MAC timestamps, volume serial numbers, and machine identifiers for forensic timeline reconstruction. Use when investigating recently-accessed files, tracking removable media or network paths referenced by shortcuts, or building a DFIR timeline from LNK artifacts.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-windows-lnk-files-for-artifacts/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-windows-lnk-files-for-artifacts/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating recently-accessed files, tracking removable media or network paths referenced by shortcuts.",
  "example_prompts": [
   "Help me with investigating recently-accessed files, tracking removable media or network paths referenced",
   "Walk me through analyzing windows lnk files for artifacts step by step",
   "What's the best way to approach analyzing windows lnk files for artifacts for my project?"
  ],
  "keywords": [
   "analyzing-windows-lnk-files-for-artifacts",
   "parse",
   "windows",
   "lnk",
   "shortcut",
   "files",
   "extract",
   "target",
   "paths",
   "mac"
  ]
 },
 {
  "name": "analyzing-windows-prefetch-with-python",
  "description": "Parse Windows Prefetch (.pf) files with the windowsprefetch Python library to reconstruct application execution history, run counts, and accessed file/volume lists. Use when investigating renamed or masquerading binaries, verifying program execution timelines, or hunting for suspicious execution patterns in incident response.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-windows-prefetch-with-python/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-windows-prefetch-with-python/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating renamed or masquerading binaries, verifying program execution timelines.",
  "example_prompts": [
   "Help me with investigating renamed or masquerading binaries, verifying program execution timelines",
   "Walk me through analyzing windows prefetch with python step by step",
   "What's the best way to approach analyzing windows prefetch with python for my project?"
  ],
  "keywords": [
   "analyzing-windows-prefetch-with-python",
   "parse",
   "windows",
   "prefetch",
   "files",
   "windowsprefetch",
   "python",
   "library",
   "reconstruct",
   "application"
  ]
 },
 {
  "name": "analyzing-windows-registry-for-artifacts",
  "description": "Extract and analyze Windows Registry hives with tools like RegRipper and Registry Explorer to uncover user activity, installed software, autostart/persistence entries, and evidence of system compromise. Use when investigating registry-based persistence, reconstructing user or system activity, or performing DFIR triage on a Windows image.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-windows-registry-for-artifacts/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-windows-registry-for-artifacts/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating registry-based persistence, reconstructing user or system activity, or performing DFIR triage on a Windows image.",
  "example_prompts": [
   "Help me with investigating registry-based persistence, reconstructing user or system activity, or performing DFIR",
   "Walk me through analyzing windows registry for artifacts step by step",
   "What's the best way to approach analyzing windows registry for artifacts for my project?"
  ],
  "keywords": [
   "analyzing-windows-registry-for-artifacts",
   "extract",
   "analyze",
   "windows",
   "registry",
   "hives",
   "tools",
   "regripper",
   "explorer",
   "uncover"
  ]
 },
 {
  "name": "analyzing-windows-shellbag-artifacts",
  "description": "Analyze Windows Shellbag (BagMRU) registry artifacts with SBECmd and Shellbags Explorer to reconstruct folder browsing activity and prove user interaction with directories, including removable media and network shares, even after the folders are deleted. Use when reconstructing a user's folder access history or proving access to a since-removed directory in DFIR work.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/analyzing-windows-shellbag-artifacts/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/analyzing-windows-shellbag-artifacts/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're reconstructing a user's folder access history or proving access to a since-removed directory in DFIR work.",
  "example_prompts": [
   "Help me with reconstructing a user's folder access history or proving access to",
   "Walk me through analyzing windows shellbag artifacts step by step",
   "What's the best way to approach analyzing windows shellbag artifacts for my project?"
  ],
  "keywords": [
   "analyzing-windows-shellbag-artifacts",
   "analyze",
   "windows",
   "shellbag",
   "bagmru",
   "registry",
   "artifacts",
   "sbecmd",
   "shellbags",
   "explorer"
  ]
 },
 {
  "name": "assessing-vector-and-embedding-weaknesses",
  "description": "Test RAG vector stores (Pinecone, Qdrant, Weaviate, Chroma, pgvector, FAISS) for embedding inversion, cross-tenant data leakage, and data poisoning per OWASP LLM08:2025. Use when performing an authorized security assessment of a RAG pipeline's retrieval layer or auditing multi-tenant vector-store isolation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/assessing-vector-and-embedding-weaknesses/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/assessing-vector-and-embedding-weaknesses/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're performing an authorized security assessment of a RAG pipeline's retrieval layer or auditing multi-tenant vector-store isolation.",
  "example_prompts": [
   "Help me with performing an authorized security assessment of a RAG pipeline's retrieval layer",
   "Walk me through assessing vector and embedding weaknesses step by step",
   "What's the best way to approach assessing vector and embedding weaknesses for my project?"
  ],
  "keywords": [
   "assessing-vector-and-embedding-weaknesses",
   "test",
   "rag",
   "vector",
   "stores",
   "pinecone",
   "qdrant",
   "weaviate",
   "chroma",
   "pgvector"
  ]
 },
 {
  "name": "attacking-entra-id-with-roadtools",
  "description": "Enumerate Microsoft Entra ID (Azure AD) tenants with ROADrecon and acquire, exchange, and abuse tokens (including primary refresh tokens) with roadtx. Use for authorized red-team enumeration of a tenant's directory objects or for token-based identity attacks against Entra ID you are explicitly authorized to test.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/attacking-entra-id-with-roadtools/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/attacking-entra-id-with-roadtools/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to authorized red-team enumeration of a tenant's directory objects.",
  "example_prompts": [
   "Can you help me authorized red-team enumeration of a tenant's directory objects?",
   "Walk me through attacking entra id with roadtools step by step",
   "What's the best way to approach attacking entra id with roadtools for my project?"
  ],
  "keywords": [
   "attacking-entra-id-with-roadtools",
   "enumerate",
   "microsoft",
   "entra",
   "azure",
   "tenants",
   "roadrecon",
   "acquire",
   "exchange",
   "abuse"
  ]
 },
 {
  "name": "attacking-oauth-with-device-code-phishing",
  "description": "Run OAuth 2.0 device-code and illicit-consent phishing attacks against Microsoft Entra ID, using TokenTactics-style tooling to steal access and refresh tokens, bypass MFA, and pivot across Microsoft 365 services. Use for authorized red-team engagements simulating device-code or consent-grant phishing against a tenant you have explicit written permission to test.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/attacking-oauth-with-device-code-phishing/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/attacking-oauth-with-device-code-phishing/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to authorized red-team engagements simulating device-code.",
  "example_prompts": [
   "Can you help me authorized red-team engagements simulating device-code?",
   "Walk me through attacking oauth with device code phishing step by step",
   "What's the best way to approach attacking oauth with device code phishing for my project?"
  ],
  "keywords": [
   "attacking-oauth-with-device-code-phishing",
   "run",
   "oauth",
   "device-code",
   "illicit-consent",
   "phishing",
   "attacks",
   "against",
   "microsoft",
   "entra"
  ]
 },
 {
  "name": "operating-havoc-c2",
  "description": "Deploy a Havoc C2 team server with Yaotl malleable profiles, generate evasive Demon agents using indirect syscalls and sleep obfuscation, and run post-exploitation and pivoting operations. Use during authorized, rules-of-engagement-bound red-team engagements for adversary emulation requiring a full C2 lifecycle (server setup, evasive implant generation, tasking, and lateral pivoting).",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/operating-havoc-c2/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/operating-havoc-c2/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for deploy a Havoc C2 team server with Yaotl malleable profiles, generate evasive Demon agents using indirect syscalls and sleep obfuscation.",
  "example_prompts": [
   "Can you help me deploy a Havoc C2 team server with Yaotl malleable profiles, generate?",
   "Walk me through operating havoc c2 step by step",
   "What's the best way to approach operating havoc c2 for my project?"
  ],
  "keywords": [
   "operating-havoc-c2",
   "deploy",
   "havoc",
   "team",
   "server",
   "yaotl",
   "malleable",
   "profiles",
   "generate",
   "evasive"
  ]
 },
 {
  "name": "auditing-aws-s3-bucket-permissions",
  "description": "Systematically audit AWS S3 bucket permissions to identify publicly accessible buckets, overly permissive ACLs, misconfigured bucket policies, and missing encryption settings using AWS CLI, S3audit, and Prowler to enforce least-privilege data access controls.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/auditing-aws-s3-bucket-permissions/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/auditing-aws-s3-bucket-permissions/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for systematically audit AWS S3 bucket permissions to identify publicly accessible buckets, overly permissive ACLs.",
  "example_prompts": [
   "Can you help me systematically audit AWS S3 bucket permissions to identify publicly accessible buckets?",
   "Walk me through auditing aws s3 bucket permissions step by step",
   "What's the best way to approach auditing aws s3 bucket permissions for my project?"
  ],
  "keywords": [
   "auditing-aws-s3-bucket-permissions",
   "systematically",
   "audit",
   "aws",
   "bucket",
   "permissions",
   "identify",
   "publicly",
   "accessible",
   "buckets"
  ]
 },
 {
  "name": "auditing-azure-active-directory-configuration",
  "description": "Auditing Microsoft Entra ID (Azure Active Directory) configuration to identify risky authentication policies, overly permissive role assignments, stale accounts, conditional access gaps, and guest user risks using AzureAD PowerShell, Microsoft Graph API, and ScoutSuite.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/auditing-azure-active-directory-configuration/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/auditing-azure-active-directory-configuration/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for auditing Microsoft Entra ID configuration to identify risky authentication policies, overly permissive role assignments, stale accounts.",
  "example_prompts": [
   "Help me with auditing Microsoft Entra ID configuration to identify risky authentication policies, overly",
   "Walk me through auditing azure active directory configuration step by step",
   "What's the best way to approach auditing azure active directory configuration for my project?"
  ],
  "keywords": [
   "auditing-azure-active-directory-configuration",
   "auditing",
   "microsoft",
   "entra",
   "azure",
   "active",
   "directory",
   "configuration",
   "identify",
   "risky"
  ]
 },
 {
  "name": "auditing-cloud-with-cis-benchmarks",
  "description": "Audit AWS, Azure, and GCP environments against the CIS Foundations Benchmarks by running automated scans with tools like Prowler and ScoutSuite, interpreting failed controls, and tracking remediation for continuous compliance. Use when conducting a cloud security audit, validating CIS benchmark compliance (CIS v5 AWS, v4 Azure, v4 GCP), or setting up continuous cloud compliance monitoring.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/auditing-cloud-with-cis-benchmarks/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/auditing-cloud-with-cis-benchmarks/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're conducting a cloud security audit, validating CIS benchmark compliance , or setting up continuous cloud compliance monitoring.",
  "example_prompts": [
   "Help me with conducting a cloud security audit, validating CIS benchmark compliance",
   "Walk me through auditing cloud with cis benchmarks step by step",
   "What's the best way to approach auditing cloud with cis benchmarks for my project?"
  ],
  "keywords": [
   "auditing-cloud-with-cis-benchmarks",
   "audit",
   "aws",
   "azure",
   "gcp",
   "environments",
   "against",
   "cis",
   "foundations",
   "benchmarks"
  ]
 },
 {
  "name": "auditing-entra-id-with-aadinternals",
  "description": "Drive the AADInternals PowerShell toolkit to perform Microsoft Entra ID tenant reconnaissance, access-token acquisition across Microsoft APIs, and federation/AD FS backdoor testing (Golden SAML, T1606.002) for defensive validation. Use during an authorized Entra ID/Microsoft 365 red-team assessment to map external attack surface or verify AD FS signing certs resist Golden SAML.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/auditing-entra-id-with-aadinternals/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/auditing-entra-id-with-aadinternals/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to drive the AADInternals PowerShell toolkit to perform Microsoft Entra ID tenant reconnaissance.",
  "example_prompts": [
   "Can you help me drive the AADInternals PowerShell toolkit to perform Microsoft Entra ID tenant?",
   "Walk me through auditing entra id with aadinternals step by step",
   "What's the best way to approach auditing entra id with aadinternals for my project?"
  ],
  "keywords": [
   "auditing-entra-id-with-aadinternals",
   "drive",
   "aadinternals",
   "powershell",
   "toolkit",
   "perform",
   "microsoft",
   "entra",
   "tenant",
   "reconnaissance"
  ]
 },
 {
  "name": "auditing-foundry-smart-contract-security",
  "description": "Pre-deployment security audit of Solidity smart contracts in a Foundry project. Combines static analysis (Slither, Aderyn), symbolic execution (Mythril), and property-based testing (forge fuzz + invariant tests with handlers) to catch reentrancy, access-control, oracle/price manipulation, and arithmetic bugs BEFORE deploying to an EVM chain. Also enforces key hygiene (no plaintext private keys, encrypted cast keystore) and a secure deploy workflow. Use when writing, reviewing, testing, or deploying Solidity/Foundry contracts, building a dApp, or working with forge/cast/anvil, MetaMask, or Web3/DeFi code.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/auditing-foundry-smart-contract-security/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/auditing-foundry-smart-contract-security/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're writing, reviewing, testing, or deploying Solidity/Foundry contracts, building a dApp, or working with forge/cast/anvil, MetaMask.",
  "example_prompts": [
   "Help me with writing, reviewing, testing, or deploying Solidity/Foundry contracts, building a dApp",
   "Walk me through auditing foundry smart contract security step by step",
   "What's the best way to approach auditing foundry smart contract security for my project?"
  ],
  "keywords": [
   "auditing-foundry-smart-contract-security",
   "pre-deployment",
   "security",
   "audit",
   "solidity",
   "smart",
   "contracts",
   "foundry",
   "project",
   "combines"
  ]
 },
 {
  "name": "auditing-gcp-iam-permissions",
  "description": "Auditing Google Cloud Platform IAM permissions to identify overly permissive bindings, primitive role usage, service account key proliferation, and cross-project access risks using gcloud CLI, Policy Analyzer, and IAM Recommender.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/auditing-gcp-iam-permissions/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/auditing-gcp-iam-permissions/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for auditing Google Cloud Platform IAM permissions to identify overly permissive bindings, primitive role usage.",
  "example_prompts": [
   "Help me with auditing Google Cloud Platform IAM permissions to identify overly permissive bindings",
   "Walk me through auditing gcp iam permissions step by step",
   "What's the best way to approach auditing gcp iam permissions for my project?"
  ],
  "keywords": [
   "auditing-gcp-iam-permissions",
   "auditing",
   "google",
   "cloud",
   "platform",
   "iam",
   "permissions",
   "identify",
   "overly",
   "permissive"
  ]
 },
 {
  "name": "auditing-kubernetes-cluster-rbac",
  "description": "Auditing Kubernetes cluster RBAC configurations to identify overly permissive roles, wildcard permissions, dangerous ClusterRoleBindings, service account abuse, and privilege escalation paths using kubectl, rbac-tool, KubiScan, and Kubeaudit.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/auditing-kubernetes-cluster-rbac/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/auditing-kubernetes-cluster-rbac/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for auditing Kubernetes cluster RBAC configurations to identify overly permissive roles, wildcard permissions, dangerous ClusterRoleBindings.",
  "example_prompts": [
   "Help me with auditing Kubernetes cluster RBAC configurations to identify overly permissive roles, wildcard",
   "Walk me through auditing kubernetes cluster rbac step by step",
   "What's the best way to approach auditing kubernetes cluster rbac for my project?"
  ],
  "keywords": [
   "auditing-kubernetes-cluster-rbac",
   "auditing",
   "kubernetes",
   "cluster",
   "rbac",
   "configurations",
   "identify",
   "overly",
   "permissive",
   "roles"
  ]
 },
 {
  "name": "auditing-kubernetes-rbac-privilege-escalation",
  "description": "Finds over-permissive RBAC roles and service-account token abuse paths in a Kubernetes cluster using kubectl auth can-i, rbac-police, kubectl-who-can, and rakkess, tracing which subjects can escalate toward cluster-admin. Use when reviewing who can escalate privileges in a cluster, hunting exploitable RoleBindings during an authorized review, or validating least privilege after an RBAC change. Keywords: RBAC, ClusterRoleBinding, service account token, auth can-i, rbac-police, escalate, bind, impersonate. Do not use for designing and applying hardened RBAC - use implementing-rbac-hardening-for-kubernetes.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/auditing-kubernetes-rbac-privilege-escalation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/auditing-kubernetes-rbac-privilege-escalation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're reviewing who can escalate privileges in a cluster, hunting exploitable RoleBindings during an authorized review.",
  "example_prompts": [
   "Help me with reviewing who can escalate privileges in a cluster, hunting exploitable RoleBindings",
   "Walk me through auditing kubernetes rbac privilege escalation step by step",
   "What's the best way to approach auditing kubernetes rbac privilege escalation for my project?"
  ],
  "keywords": [
   "auditing-kubernetes-rbac-privilege-escalation",
   "finds",
   "over-permissive",
   "rbac",
   "roles",
   "service-account",
   "token",
   "abuse",
   "paths",
   "kubernetes"
  ]
 },
 {
  "name": "auditing-mcp-servers-for-tool-poisoning",
  "description": "Audit MCP servers for tool poisoning, tool shadowing, rug pulls, SSRF, and unauthenticated exposure using Invariant Labs' mcp-scan for static/runtime scanning plus manual SSRF/auth checks and description pinning. Use before adding a new MCP server to an agent stack, when reviewing an internal MCP server, detecting rug pulls, or investigating an agent's unexpected tool-driven behavior.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/auditing-mcp-servers-for-tool-poisoning/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/auditing-mcp-servers-for-tool-poisoning/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to audit MCP servers for tool poisoning, tool shadowing, rug pulls, SSRF.",
  "example_prompts": [
   "Can you help me audit MCP servers for tool poisoning, tool shadowing, rug pulls, SSRF?",
   "Walk me through auditing mcp servers for tool poisoning step by step",
   "What's the best way to approach auditing mcp servers for tool poisoning for my project?"
  ],
  "keywords": [
   "auditing-mcp-servers-for-tool-poisoning",
   "audit",
   "mcp",
   "servers",
   "tool",
   "poisoning",
   "shadowing",
   "rug",
   "pulls",
   "ssrf"
  ]
 },
 {
  "name": "auditing-terraform-infrastructure-for-security",
  "description": "Auditing Terraform infrastructure-as-code for security misconfigurations using Checkov, tfsec, Terrascan, and OPA/Rego policies to detect overly permissive IAM policies, public resource exposure, missing encryption, and insecure defaults before cloud deployment.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/auditing-terraform-infrastructure-for-security/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/auditing-terraform-infrastructure-for-security/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for auditing Terraform infrastructure-as-code for security misconfigurations using Checkov, tfsec, Terrascan.",
  "example_prompts": [
   "Help me with auditing Terraform infrastructure-as-code for security misconfigurations using Checkov, tfsec, Terrascan",
   "Walk me through auditing terraform infrastructure for security step by step",
   "What's the best way to approach auditing terraform infrastructure for security for my project?"
  ],
  "keywords": [
   "auditing-terraform-infrastructure-for-security",
   "auditing",
   "terraform",
   "infrastructure-as-code",
   "security",
   "misconfigurations",
   "using",
   "checkov",
   "tfsec",
   "terrascan"
  ]
 },
 {
  "name": "auditing-tls-certificate-transparency-logs",
  "description": "Monitors Certificate Transparency (CT) logs to detect unauthorized certificate issuance, discover subdomains via CT data, and alert on suspicious certificate activity for owned domains. Uses the crt.sh API and direct CT log querying based on RFC 6962 to build continuous monitoring pipelines that catch rogue certificates, track CA behavior, and map the external attack surface. Activates for requests involving certificate transparency monitoring, CT log auditing, subdomain discovery via certificates, or certificate issuance alerting.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/auditing-tls-certificate-transparency-logs/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/auditing-tls-certificate-transparency-logs/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to monitor Certificate Transparency logs to detect unauthorized certificate issuance, discover subdomains via CT data.",
  "example_prompts": [
   "Can you help me monitor Certificate Transparency logs to detect unauthorized certificate issuance, discover subdomains?",
   "Walk me through auditing tls certificate transparency logs step by step",
   "What's the best way to approach auditing tls certificate transparency logs for my project?"
  ],
  "keywords": [
   "auditing-tls-certificate-transparency-logs",
   "monitors",
   "certificate",
   "transparency",
   "logs",
   "detect",
   "unauthorized",
   "issuance",
   "discover",
   "subdomains"
  ]
 },
 {
  "name": "auditing-uefi-firmware-with-chipsec",
  "description": "Use Intel CHIPSEC to assess platform firmware configuration, SPI flash write protection, BIOS lock, SMM/SMRR, and Secure Boot variable state, dump SPI flash, and triage UEFI variables for firmware-level threats.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/auditing-uefi-firmware-with-chipsec/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/auditing-uefi-firmware-with-chipsec/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to use Intel CHIPSEC to assess platform firmware configuration, SPI flash write protection, BIOS lock, SMM/SMRR.",
  "example_prompts": [
   "Can you help me use Intel CHIPSEC to assess platform firmware configuration, SPI flash write?",
   "Walk me through auditing uefi firmware with chipsec step by step",
   "What's the best way to approach auditing uefi firmware with chipsec for my project?"
  ],
  "keywords": [
   "auditing-uefi-firmware-with-chipsec",
   "intel",
   "chipsec",
   "assess",
   "platform",
   "firmware",
   "configuration",
   "spi",
   "flash",
   "write"
  ]
 },
 {
  "name": "automating-ioc-enrichment",
  "description": "Automates the enrichment of raw indicators of compromise with multi-source threat intelligence context using SOAR platforms, Python pipelines, or TIP playbooks to reduce analyst triage time and standardize enrichment outputs. Use when building automated enrichment workflows integrated with SIEM alerts, email submission pipelines, or bulk IOC processing from threat feeds. Activates for requests involving SOAR enrichment, Cortex XSOAR, Splunk SOAR, TheHive, Python enrichment pipelines, or automated IOC processing.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/automating-ioc-enrichment/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/automating-ioc-enrichment/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building automated enrichment workflows integrated with SIEM alerts, email submission pipelines.",
  "example_prompts": [
   "Help me with building automated enrichment workflows integrated with SIEM alerts, email submission pipelines",
   "Walk me through automating ioc enrichment step by step",
   "What's the best way to approach automating ioc enrichment for my project?"
  ],
  "keywords": [
   "automating-ioc-enrichment",
   "automates",
   "enrichment",
   "raw",
   "indicators",
   "compromise",
   "multi-source",
   "threat",
   "intelligence",
   "context"
  ]
 },
 {
  "name": "benchmarking-kubernetes-with-kube-bench",
  "description": "Installs and runs the kube-bench tool against a Kubernetes cluster as a Job, DaemonSet, or standalone binary, selecting the correct benchmark version and targets (control plane, etcd, kubelet, worker nodes) and emitting JSON or JUnit output for pipelines. Use when setting kube-bench up for the first time, choosing which benchmark version and node targets to run, wiring it into CI, or troubleshooting skipped or misdetected checks. Keywords: kube-bench, DaemonSet, --benchmark, --targets, JSON output, JUnit, CI integration. Do not use for interpreting the findings or producing an audit report - use performing-kubernetes-cis-benchmark-with-kube-bench.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/benchmarking-kubernetes-with-kube-bench/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/benchmarking-kubernetes-with-kube-bench/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're setting kube-bench up for the first time, choosing which benchmark version and node targets to run, wiring it into CI.",
  "example_prompts": [
   "Help me with setting kube-bench up for the first time, choosing which benchmark version",
   "Walk me through benchmarking kubernetes with kube bench step by step",
   "What's the best way to approach benchmarking kubernetes with kube bench for my project?"
  ],
  "keywords": [
   "benchmarking-kubernetes-with-kube-bench",
   "installs",
   "runs",
   "kube-bench",
   "tool",
   "against",
   "kubernetes",
   "cluster",
   "job",
   "daemonset"
  ]
 },
 {
  "name": "building-adversary-infrastructure-tracking-system",
  "description": "Build an automated adversary infrastructure tracking system in Python (dnspython, python-whois, shodan, networkx) that pivots across passive DNS, certificate transparency logs, WHOIS records, and IP enrichment to map threat-actor C2 networks and flag newly registered domains matching known patterns. Use when pivoting from known indicators to discover related C2 infrastructure or maintaining a continuously updated map of a threat actor's network.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-adversary-infrastructure-tracking-system/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-adversary-infrastructure-tracking-system/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're pivoting from known indicators to discover related C2 infrastructure.",
  "example_prompts": [
   "Help me with pivoting from known indicators to discover related C2 infrastructure",
   "Walk me through building adversary infrastructure tracking system step by step",
   "What's the best way to approach building adversary infrastructure tracking system for my project?"
  ],
  "keywords": [
   "building-adversary-infrastructure-tracking-system",
   "build",
   "automated",
   "adversary",
   "infrastructure",
   "tracking",
   "system",
   "python",
   "dnspython",
   "python-whois"
  ]
 },
 {
  "name": "building-attack-pattern-library-from-cti-reports",
  "description": "Parse cyber threat intelligence reports (Mandiant, CrowdStrike, Talos, Microsoft) with stix2, mitreattack-python, and spaCy to extract adversary behaviors, map them to MITRE ATT&CK technique IDs, and build a searchable STIX 2.1 attack-pattern library with detection templates. Use when cataloging attack patterns from CTI reports for threat-informed detection engineering, or generating Sigma/YARA templates from documented behaviors.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-attack-pattern-library-from-cti-reports/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-attack-pattern-library-from-cti-reports/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're cataloging attack patterns from CTI reports for threat-informed detection engineering.",
  "example_prompts": [
   "Help me with cataloging attack patterns from CTI reports for threat-informed detection engineering",
   "Walk me through building attack pattern library from cti reports step by step",
   "What's the best way to approach building attack pattern library from cti reports for my project?"
  ],
  "keywords": [
   "building-attack-pattern-library-from-cti-reports",
   "parse",
   "cyber",
   "threat",
   "intelligence",
   "reports",
   "mandiant",
   "crowdstrike",
   "talos",
   "microsoft"
  ]
 },
 {
  "name": "building-automated-malware-submission-pipeline",
  "description": "Builds an automated malware submission and analysis pipeline that collects suspicious files from endpoints and email gateways, submits them to sandbox environments and multi-engine scanners, and generates verdicts with IOCs for SIEM integration. Use when SOC teams need to scale malware analysis beyond manual sandbox submissions for high-volume alert triage.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-automated-malware-submission-pipeline/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-automated-malware-submission-pipeline/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1OC teams need to scale malware analysis beyond manual sandbox submissions for high-volume alert triage.",
  "example_prompts": [
   "I need help with \\1OC teams need to scale malware analysis beyond manual sandbox submissions",
   "Walk me through building automated malware submission pipeline step by step",
   "What's the best way to approach building automated malware submission pipeline for my project?"
  ],
  "keywords": [
   "building-automated-malware-submission-pipeline",
   "builds",
   "automated",
   "malware",
   "submission",
   "analysis",
   "pipeline",
   "collects",
   "suspicious",
   "files"
  ]
 },
 {
  "name": "building-c2-infrastructure-with-sliver-framework",
  "description": "Deploy and harden a Sliver C2 team server (BishopFox's Go-based adversary emulation framework) with multi-protocol listeners (mTLS, HTTP/S, DNS, WireGuard), redirectors, domain fronting, and multi-operator support for authorized red-team operations. Use when standing up resilient C2 for a red-team engagement or generating beacon/session implants that must survive blue-team detection.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-c2-infrastructure-with-sliver-framework/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-c2-infrastructure-with-sliver-framework/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're standing up resilient C2 for a red-team engagement or generating beacon/session implants that must survive blue-team detection.",
  "example_prompts": [
   "Help me with standing up resilient C2 for a red-team engagement or generating beacon/session",
   "Walk me through building c2 infrastructure with sliver framework step by step",
   "What's the best way to approach building c2 infrastructure with sliver framework for my project?"
  ],
  "keywords": [
   "building-c2-infrastructure-with-sliver-framework",
   "deploy",
   "harden",
   "sliver",
   "team",
   "server",
   "bishopfox",
   "go-based",
   "adversary",
   "emulation"
  ]
 },
 {
  "name": "building-c2-redirector-infrastructure",
  "description": "Build dumb-pipe and traffic-filtering C2 redirectors with nginx (proxy_pass) and Apache (mod_rewrite), deriving filter rules from a Malleable C2 profile, layering Let's Encrypt TLS, and applying OPSEC controls like domain fronting and UA/geo filtering. Use when standing up red-team C2 that must survive blue-team triage or ensuring only profile-matching implant traffic reaches the hidden team server.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-c2-redirector-infrastructure/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-c2-redirector-infrastructure/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're standing up red-team C2 that must survive blue-team triage.",
  "example_prompts": [
   "Help me with standing up red-team C2 that must survive blue-team triage",
   "Walk me through building c2 redirector infrastructure step by step",
   "What's the best way to approach building c2 redirector infrastructure for my project?"
  ],
  "keywords": [
   "building-c2-redirector-infrastructure",
   "build",
   "dumb-pipe",
   "traffic-filtering",
   "redirectors",
   "nginx",
   "proxy",
   "pass",
   "apache",
   "mod"
  ]
 },
 {
  "name": "building-cloud-siem-with-sentinel",
  "description": "Deploy Microsoft Sentinel as a cloud-native SIEM/SOAR by configuring multi-cloud data connectors (AWS, Azure, GCP), writing KQL detection and hunting queries, and building automated Logic Apps response playbooks. Use when establishing a centralized SOC for multi-cloud environments, migrating from a legacy SIEM, or performing petabyte-scale threat hunting; not for AWS-only setups where Security Hub/GuardDuty suffice or for endpoint EDR needs.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-cloud-siem-with-sentinel/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-cloud-siem-with-sentinel/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're establishing a centralized SOC for multi-cloud environments, migrating from a legacy SIEM.",
  "example_prompts": [
   "Help me with establishing a centralized SOC for multi-cloud environments, migrating from a legacy",
   "Walk me through building cloud siem with sentinel step by step",
   "What's the best way to approach building cloud siem with sentinel for my project?"
  ],
  "keywords": [
   "building-cloud-siem-with-sentinel",
   "deploy",
   "microsoft",
   "sentinel",
   "cloud-native",
   "siem",
   "soar",
   "configuring",
   "multi-cloud",
   "data"
  ]
 },
 {
  "name": "building-detection-rule-with-splunk-spl",
  "description": "Build effective detection rules using Splunk Search Processing Language (SPL) correlation searches to identify security threats in SOC environments.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-detection-rule-with-splunk-spl/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-detection-rule-with-splunk-spl/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to build effective detection rules using Splunk Search Processing Language correlation searches to identify security threats in.",
  "example_prompts": [
   "Can you help me build effective detection rules using Splunk Search Processing Language correlation searches?",
   "Walk me through building detection rule with splunk spl step by step",
   "What's the best way to approach building detection rule with splunk spl for my project?"
  ],
  "keywords": [
   "building-detection-rule-with-splunk-spl",
   "build",
   "effective",
   "detection",
   "rules",
   "using",
   "splunk",
   "search",
   "processing",
   "language"
  ]
 },
 {
  "name": "building-detection-rules-with-sigma",
  "description": "Builds vendor-agnostic detection rules using the Sigma rule format for threat detection across SIEM platforms including Splunk, Elastic, and Microsoft Sentinel. Use when creating portable detection logic from threat intelligence, mapping rules to MITRE ATT&CK techniques, or converting community Sigma rules into platform-specific queries using sigmac or pySigma backends.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-detection-rules-with-sigma/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-detection-rules-with-sigma/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're creating portable detection logic from threat intelligence, mapping rules to MITRE ATT&CK techniques.",
  "example_prompts": [
   "Help me with creating portable detection logic from threat intelligence, mapping rules to MITRE",
   "Walk me through building detection rules with sigma step by step",
   "What's the best way to approach building detection rules with sigma for my project?"
  ],
  "keywords": [
   "building-detection-rules-with-sigma",
   "builds",
   "vendor-agnostic",
   "detection",
   "rules",
   "using",
   "sigma",
   "rule",
   "format",
   "threat"
  ]
 },
 {
  "name": "building-devsecops-pipeline-with-gitlab-ci",
  "description": "Configure a GitLab CI/CD pipeline that embeds SAST (Semgrep, SpotBugs, Gosec, Bandit, NodeJsScan), DAST, container scanning, dependency scanning, and secret detection via GitLab's managed security templates. Use when building a shift-left DevSecOps pipeline in GitLab, adding automated vulnerability scanning stages to .gitlab-ci.yml, or triaging scanner findings with GitLab Duo AI before deployment.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-devsecops-pipeline-with-gitlab-ci/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-devsecops-pipeline-with-gitlab-ci/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building a shift-left DevSecOps pipeline in GitLab, adding automated vulnerability scanning stages.",
  "example_prompts": [
   "Help me with building a shift-left DevSecOps pipeline in GitLab, adding automated vulnerability scanning",
   "Walk me through building devsecops pipeline with gitlab ci step by step",
   "What's the best way to approach building devsecops pipeline with gitlab ci for my project?"
  ],
  "keywords": [
   "building-devsecops-pipeline-with-gitlab-ci",
   "configure",
   "gitlab",
   "pipeline",
   "embeds",
   "sast",
   "semgrep",
   "spotbugs",
   "gosec",
   "bandit"
  ]
 },
 {
  "name": "building-identity-federation-with-saml-azure-ad",
  "description": "Configure SAML 2.0 identity federation between on-premises Active Directory (via AD FS or a third-party IdP) and Microsoft Entra ID, covering federation models (AD FS, password hash sync, pass-through auth, third-party IdP) and the SAML authentication flow. Use when extending on-premises authentication authority to cloud resources or designing hybrid identity SSO architecture for Entra ID.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-identity-federation-with-saml-azure-ad/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-identity-federation-with-saml-azure-ad/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're extending on-premises authentication authority to cloud resources or designing hybrid identity SSO architecture for Entra ID.",
  "example_prompts": [
   "Help me with extending on-premises authentication authority to cloud resources or designing hybrid identity",
   "Walk me through building identity federation with saml azure ad step by step",
   "What's the best way to approach building identity federation with saml azure ad for my project?"
  ],
  "keywords": [
   "building-identity-federation-with-saml-azure-ad",
   "configure",
   "saml",
   "identity",
   "federation",
   "between",
   "on-premises",
   "active",
   "directory",
   "via"
  ]
 },
 {
  "name": "building-identity-governance-lifecycle-process",
  "description": "Design identity governance and lifecycle (IGA) programs on platforms like SailPoint, Saviynt, or Entra ID Governance, covering joiner-mover-leaver (JML) automation, role mining, access requests, periodic recertification, and orphaned-account remediation sourced from an HR feed. Use when automating cross-system JML provisioning, remediating former-employee access, or building lifecycle processes for SOX, HIPAA, or GDPR compliance.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-identity-governance-lifecycle-process/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-identity-governance-lifecycle-process/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're automating cross-system JML provisioning, remediating former-employee access, or building lifecycle processes for SOX, HIPAA.",
  "example_prompts": [
   "Help me with automating cross-system JML provisioning, remediating former-employee access, or building lifecycle processes",
   "Walk me through building identity governance lifecycle process step by step",
   "What's the best way to approach building identity governance lifecycle process for my project?"
  ],
  "keywords": [
   "building-identity-governance-lifecycle-process",
   "design",
   "identity",
   "governance",
   "lifecycle",
   "iga",
   "programs",
   "platforms",
   "sailpoint",
   "saviynt"
  ]
 },
 {
  "name": "building-incident-response-dashboard",
  "description": "Builds real-time incident response dashboards in Splunk, Elastic, or Grafana to provide SOC analysts and leadership with situational awareness during active incidents, tracking affected systems, containment status, IOC spread, and response timeline. Use when IR teams need unified visibility during incident coordination and post-incident reporting.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-incident-response-dashboard/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-incident-response-dashboard/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1R teams need unified visibility during incident coordination and post-incident reporting.",
  "example_prompts": [
   "I need help with \\1R teams need unified visibility during incident coordination and post-incident reporting",
   "Walk me through building incident response dashboard step by step",
   "What's the best way to approach building incident response dashboard for my project?"
  ],
  "keywords": [
   "building-incident-response-dashboard",
   "builds",
   "real-time",
   "incident",
   "response",
   "dashboards",
   "splunk",
   "elastic",
   "grafana",
   "provide"
  ]
 },
 {
  "name": "building-incident-response-playbook",
  "description": "Designs and documents structured incident response playbooks with step-by-step procedures per incident type, decision trees, escalation criteria, RACI matrices, and SOAR platform integration, aligned to NIST SP 800-61r3 and SANS PICERL. Use when creating or maturing an IR program, documenting response runbooks for a new incident type, or designing SOAR playbooks.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-incident-response-playbook/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-incident-response-playbook/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're creating or maturing an IR program, documenting response runbooks for a new incident type, or designing SOAR playbooks.",
  "example_prompts": [
   "Help me with creating or maturing an IR program, documenting response runbooks for",
   "Walk me through building incident response playbook step by step",
   "What's the best way to approach building incident response playbook for my project?"
  ],
  "keywords": [
   "building-incident-response-playbook",
   "designs",
   "documents",
   "structured",
   "incident",
   "response",
   "playbooks",
   "step-by-step",
   "procedures",
   "per"
  ]
 },
 {
  "name": "building-incident-timeline-with-timesketch",
  "description": "Build collaborative forensic incident timelines using Timesketch to ingest, normalize, and analyze multi-source event data (including Plaso output) for attack chain reconstruction and investigation documentation. Use when reconstructing the sequence of events during an incident investigation or when multiple analysts need to jointly tag, annotate, and search a shared DFIR timeline.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-incident-timeline-with-timesketch/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-incident-timeline-with-timesketch/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're reconstructing the sequence of events during an incident investigation or when multiple analysts need to jointly tag, annotate.",
  "example_prompts": [
   "Help me with reconstructing the sequence of events during an incident investigation or when",
   "Walk me through building incident timeline with timesketch step by step",
   "What's the best way to approach building incident timeline with timesketch for my project?"
  ],
  "keywords": [
   "building-incident-timeline-with-timesketch",
   "build",
   "collaborative",
   "forensic",
   "incident",
   "timelines",
   "using",
   "timesketch",
   "ingest",
   "normalize"
  ]
 },
 {
  "name": "building-ioc-defanging-and-sharing-pipeline",
  "description": "Build an automated pipeline that ingests raw IOCs (URLs, IPs, domains, emails), normalizes and deduplicates them, then produces defanged renderings for safe human reading alongside canonical STIX 2.1 bundles distributed via TAXII servers, MISP, or email reports. Use when preparing indicators of compromise for safe analyst sharing or automating threat intel distribution to TAXII/MISP feeds.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-ioc-defanging-and-sharing-pipeline/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-ioc-defanging-and-sharing-pipeline/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're preparing indicators of compromise for safe analyst sharing or automating threat intel distribution to TAXII/MISP feeds.",
  "example_prompts": [
   "Help me with preparing indicators of compromise for safe analyst sharing or automating threat",
   "Walk me through building ioc defanging and sharing pipeline step by step",
   "What's the best way to approach building ioc defanging and sharing pipeline for my project?"
  ],
  "keywords": [
   "building-ioc-defanging-and-sharing-pipeline",
   "build",
   "automated",
   "pipeline",
   "ingests",
   "raw",
   "iocs",
   "urls",
   "ips",
   "domains"
  ]
 },
 {
  "name": "building-ioc-enrichment-pipeline-with-opencti",
  "description": "Build an automated IOC enrichment pipeline on OpenCTI (STIX 2.1 native threat intel platform) using its internal enrichment connectors to pull context from VirusTotal, Shodan, AbuseIPDB, and GreyNoise, correlate indicators with known actors/campaigns, and score them for analyst prioritization. Use when deploying OpenCTI or automating enrichment and confidence scoring of newly ingested indicators.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-ioc-enrichment-pipeline-with-opencti/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-ioc-enrichment-pipeline-with-opencti/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying OpenCTI or automating enrichment and confidence scoring of newly ingested indicators.",
  "example_prompts": [
   "Help me with deploying OpenCTI or automating enrichment and confidence scoring of newly ingested",
   "Walk me through building ioc enrichment pipeline with opencti step by step",
   "What's the best way to approach building ioc enrichment pipeline with opencti for my project?"
  ],
  "keywords": [
   "building-ioc-enrichment-pipeline-with-opencti",
   "build",
   "automated",
   "ioc",
   "enrichment",
   "pipeline",
   "opencti",
   "stix",
   "native",
   "threat"
  ]
 },
 {
  "name": "building-malware-incident-communication-template",
  "description": "Build structured communication templates for malware incidents (ransomware, wiper, trojan, worm), covering internal stakeholder notifications, executive briefings, technical advisories for IT teams, customer notifications, and regulatory disclosures, with severity-based escalation procedures. Use when drafting or standardizing incident communications and notification workflows for a malware outbreak.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-malware-incident-communication-template/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-malware-incident-communication-template/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're drafting or standardizing incident communications and notification workflows for a malware outbreak.",
  "example_prompts": [
   "Help me with drafting or standardizing incident communications and notification workflows for a malware",
   "Walk me through building malware incident communication template step by step",
   "What's the best way to approach building malware incident communication template for my project?"
  ],
  "keywords": [
   "building-malware-incident-communication-template",
   "build",
   "structured",
   "communication",
   "templates",
   "malware",
   "incidents",
   "ransomware",
   "wiper",
   "trojan"
  ]
 },
 {
  "name": "building-patch-tuesday-response-process",
  "description": "Establish a repeatable operational process for triaging, testing, and deploying Microsoft Patch Tuesday security updates (Windows, Office, Exchange, SQL Server, Azure) via WSUS/SCCM within risk-based remediation SLAs, from advisory review through validation. Use when building or improving a monthly patch management workflow or prioritizing which CVEs to remediate first.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-patch-tuesday-response-process/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-patch-tuesday-response-process/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building or improving a monthly patch management workflow or prioritizing which CVEs to remediate first.",
  "example_prompts": [
   "Help me with building or improving a monthly patch management workflow or prioritizing which",
   "Walk me through building patch tuesday response process step by step",
   "What's the best way to approach building patch tuesday response process for my project?"
  ],
  "keywords": [
   "building-patch-tuesday-response-process",
   "establish",
   "repeatable",
   "operational",
   "process",
   "triaging",
   "testing",
   "deploying",
   "microsoft",
   "patch"
  ]
 },
 {
  "name": "building-phishing-reporting-button-workflow",
  "description": "Implement a phishing report button (Microsoft 365 built-in Report button or third-party like KnowBe4/Cofense) in email clients with a SOAR-driven automated triage workflow that classifies reported emails, extracts IOCs, takes remediation actions, and gives feedback to reporters. Use when deploying user-reported phishing intake or automating triage of the resulting reporting mailbox.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-phishing-reporting-button-workflow/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-phishing-reporting-button-workflow/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying user-reported phishing intake or automating triage of the resulting reporting mailbox.",
  "example_prompts": [
   "Help me with deploying user-reported phishing intake or automating triage of the resulting reporting",
   "Walk me through building phishing reporting button workflow step by step",
   "What's the best way to approach building phishing reporting button workflow for my project?"
  ],
  "keywords": [
   "building-phishing-reporting-button-workflow",
   "implement",
   "phishing",
   "report",
   "button",
   "microsoft",
   "built-in",
   "third-party",
   "knowbe4",
   "cofense"
  ]
 },
 {
  "name": "building-ransomware-playbook-with-cisa-framework",
  "description": "Builds a structured ransomware incident response playbook aligned with the CISA StopRansomware Guide and NIST Cybersecurity Framework, covering preparation, detection, containment, eradication, recovery, and post-incident phases with actionable checklists. Use when creating or updating a ransomware playbook, running a CISA-aligned readiness assessment, or validating response steps during a tabletop exercise.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-ransomware-playbook-with-cisa-framework/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-ransomware-playbook-with-cisa-framework/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're creating or updating a ransomware playbook, running a CISA-aligned readiness assessment.",
  "example_prompts": [
   "Help me with creating or updating a ransomware playbook, running a CISA-aligned readiness assessment",
   "Walk me through building ransomware playbook with cisa framework step by step",
   "What's the best way to approach building ransomware playbook with cisa framework for my project?"
  ],
  "keywords": [
   "building-ransomware-playbook-with-cisa-framework",
   "builds",
   "structured",
   "ransomware",
   "incident",
   "response",
   "playbook",
   "aligned",
   "cisa",
   "stopransomware"
  ]
 },
 {
  "name": "building-red-team-c2-infrastructure-with-havoc",
  "description": "Deploy and configure the Havoc C2 framework (teamserver, HTTPS/HTTP/SMB listeners, Nginx redirectors, and Demon agents) with malleable traffic profiles and OPSEC-hardened infrastructure for authorized red team operations. Use when standing up or hardening Havoc C2 infrastructure for a written, authorized adversary emulation engagement.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-red-team-c2-infrastructure-with-havoc/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-red-team-c2-infrastructure-with-havoc/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're standing up or hardening Havoc C2 infrastructure for a written, authorized adversary emulation engagement.",
  "example_prompts": [
   "Help me with standing up or hardening Havoc C2 infrastructure for a written, authorized",
   "Walk me through building red team c2 infrastructure with havoc step by step",
   "What's the best way to approach building red team c2 infrastructure with havoc for my project?"
  ],
  "keywords": [
   "building-red-team-c2-infrastructure-with-havoc",
   "deploy",
   "configure",
   "havoc",
   "framework",
   "teamserver",
   "https",
   "http",
   "smb",
   "listeners"
  ]
 },
 {
  "name": "building-role-mining-for-rbac-optimization",
  "description": "Apply bottom-up and top-down role mining techniques, including clustering algorithms and formal concept analysis, to discover optimal RBAC roles from existing user-permission assignments, consolidating overlapping roles and enforcing least privilege. Use when an identity program needs to reduce role explosion or redesign its RBAC role set from access data.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-role-mining-for-rbac-optimization/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-role-mining-for-rbac-optimization/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when an identity program needs to reduce role explosion or redesign its RBAC role set from access data.",
  "example_prompts": [
   "I need help with an identity program needs to reduce role explosion or redesign its",
   "Walk me through building role mining for rbac optimization step by step",
   "What's the best way to approach building role mining for rbac optimization for my project?"
  ],
  "keywords": [
   "building-role-mining-for-rbac-optimization",
   "apply",
   "bottom-up",
   "top-down",
   "role",
   "mining",
   "techniques",
   "including",
   "clustering",
   "algorithms"
  ]
 },
 {
  "name": "building-soc-escalation-matrix",
  "description": "Build a structured SOC escalation matrix defining severity tiers, response SLAs, tiered escalation paths, and notification procedures for security incidents, using context-driven criteria that combine business risk, asset criticality, and data sensitivity. Use when designing or revising how a SOC triages and escalates incidents across analyst tiers.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-soc-escalation-matrix/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-soc-escalation-matrix/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're designing or revising how a SOC triages and escalates incidents across analyst tiers.",
  "example_prompts": [
   "Help me with designing or revising how a SOC triages and escalates incidents across",
   "Walk me through building soc escalation matrix step by step",
   "What's the best way to approach building soc escalation matrix for my project?"
  ],
  "keywords": [
   "building-soc-escalation-matrix",
   "build",
   "structured",
   "soc",
   "escalation",
   "matrix",
   "defining",
   "severity",
   "tiers",
   "response"
  ]
 },
 {
  "name": "building-soc-metrics-and-kpi-tracking",
  "description": "Builds SOC performance metrics and KPI tracking dashboards measuring Mean Time to Detect (MTTD), Mean Time to Respond (MTTR), alert quality ratios, analyst productivity, and detection coverage using SIEM data. Use when SOC leadership needs operational visibility, continuous improvement tracking, or executive-level reporting on security operations effectiveness.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-soc-metrics-and-kpi-tracking/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-soc-metrics-and-kpi-tracking/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1OC leadership needs operational visibility, continuous improvement tracking.",
  "example_prompts": [
   "I need help with \\1OC leadership needs operational visibility, continuous improvement tracking",
   "Walk me through building soc metrics and kpi tracking step by step",
   "What's the best way to approach building soc metrics and kpi tracking for my project?"
  ],
  "keywords": [
   "building-soc-metrics-and-kpi-tracking",
   "builds",
   "soc",
   "performance",
   "metrics",
   "kpi",
   "tracking",
   "dashboards",
   "measuring",
   "mean"
  ]
 },
 {
  "name": "building-soc-playbook-for-ransomware",
  "description": "Builds a structured SOC incident response playbook for ransomware attacks covering detection, containment, eradication, and recovery phases with specific SIEM queries, isolation procedures, and decision trees. Use when SOC teams need formalized response procedures for ransomware incidents aligned to NIST SP 800-61 and MITRE ATT&CK ransomware techniques.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-soc-playbook-for-ransomware/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-soc-playbook-for-ransomware/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1OC teams need formalized response procedures for ransomware incidents aligned to NIST SP 800-61 and MITRE ATT&CK ransomware techniques.",
  "example_prompts": [
   "I need help with \\1OC teams need formalized response procedures for ransomware incidents aligned",
   "Walk me through building soc playbook for ransomware step by step",
   "What's the best way to approach building soc playbook for ransomware for my project?"
  ],
  "keywords": [
   "building-soc-playbook-for-ransomware",
   "builds",
   "structured",
   "soc",
   "incident",
   "response",
   "playbook",
   "ransomware",
   "attacks",
   "covering"
  ]
 },
 {
  "name": "building-super-timelines-with-plaso",
  "description": "Generate forensic super-timelines with Plaso's log2timeline.py, pinfo.py, psort.py, and psteal.py CLI tools (fusing file-system MACB, registry, EVTX, browser history, prefetch, LNK, and more), then triage and filter the results in Timesketch. Use when reconstructing the full sequence of events on a compromised or forensically imaged host during a DFIR investigation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-super-timelines-with-plaso/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-super-timelines-with-plaso/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're reconstructing the full sequence of events on a compromised or forensically imaged host during a DFIR investigation.",
  "example_prompts": [
   "Help me with reconstructing the full sequence of events on a compromised or forensically",
   "Walk me through building super timelines with plaso step by step",
   "What's the best way to approach building super timelines with plaso for my project?"
  ],
  "keywords": [
   "building-super-timelines-with-plaso",
   "generate",
   "forensic",
   "super-timelines",
   "plaso",
   "log2timeline",
   "pinfo",
   "psort",
   "psteal",
   "cli"
  ]
 },
 {
  "name": "building-threat-actor-profile-from-osint",
  "description": "Build threat actor profiles by collecting OSINT from vendor reports, paste sites, dark web forums, social media, and code repos, correlating indicators, mapping adversary infrastructure with tools like Maltego and SpiderFoot, and producing structured dossiers of motivations, capabilities, infrastructure, and TTPs. Use when performing attribution or building an adversary dossier from open-source intelligence.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-threat-actor-profile-from-osint/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-threat-actor-profile-from-osint/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're performing attribution or building an adversary dossier from open-source intelligence.",
  "example_prompts": [
   "Help me with performing attribution or building an adversary dossier from open-source intelligence",
   "Walk me through building threat actor profile from osint step by step",
   "What's the best way to approach building threat actor profile from osint for my project?"
  ],
  "keywords": [
   "building-threat-actor-profile-from-osint",
   "build",
   "threat",
   "actor",
   "profiles",
   "collecting",
   "osint",
   "vendor",
   "reports",
   "paste"
  ]
 },
 {
  "name": "building-threat-feed-aggregation-with-misp",
  "description": "Deploy MISP via Docker and configure feeds from sources like abuse.ch, AlienVault OTX, and CIRCL to aggregate, correlate, and distribute threat intelligence, including automated feed synchronization and STIX/TAXII-based integration with Splunk, Elasticsearch, and SOAR platforms. Use when standing up centralized IOC management or wiring multi-source threat feeds into a SIEM.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-threat-feed-aggregation-with-misp/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-threat-feed-aggregation-with-misp/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're standing up centralized IOC management or wiring multi-source threat feeds into a SIEM.",
  "example_prompts": [
   "Help me with standing up centralized IOC management or wiring multi-source threat feeds into",
   "Walk me through building threat feed aggregation with misp step by step",
   "What's the best way to approach building threat feed aggregation with misp for my project?"
  ],
  "keywords": [
   "building-threat-feed-aggregation-with-misp",
   "deploy",
   "misp",
   "via",
   "docker",
   "configure",
   "feeds",
   "sources",
   "abuse",
   "alienvault"
  ]
 },
 {
  "name": "building-threat-hunt-hypothesis-framework",
  "description": "Build a systematic threat-hunt workflow that turns threat intelligence and ATT&CK gap analysis into testable hypotheses, then executes and validates them via EDR/SIEM queries (CrowdStrike, Defender, Splunk, Elastic, Sysmon, Velociraptor, Sigma) and documents findings in a standardized hunt report. Use when planning or running a proactive threat hunt or scoping compromise from an intel- or anomaly-driven lead.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-threat-hunt-hypothesis-framework/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-threat-hunt-hypothesis-framework/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're planning or running a proactive threat hunt or scoping compromise from an intel- or anomaly-driven lead.",
  "example_prompts": [
   "Help me with planning or running a proactive threat hunt or scoping compromise from",
   "Walk me through building threat hunt hypothesis framework step by step",
   "What's the best way to approach building threat hunt hypothesis framework for my project?"
  ],
  "keywords": [
   "building-threat-hunt-hypothesis-framework",
   "build",
   "systematic",
   "threat-hunt",
   "workflow",
   "turns",
   "threat",
   "intelligence",
   "att",
   "gap"
  ]
 },
 {
  "name": "building-threat-intelligence-enrichment-in-splunk",
  "description": "Build automated IOC enrichment pipelines in Splunk Enterprise Security by ingesting threat feeds into KV Store collections and correlating them against security events via lookup tables, modular inputs, and the Threat Intelligence Framework. Use when wiring threat intel into Splunk correlation searches to flag IOC matches and cut SOC triage time.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-threat-intelligence-enrichment-in-splunk/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-threat-intelligence-enrichment-in-splunk/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're wiring threat intel into Splunk correlation searches to flag IOC matches and cut SOC triage time.",
  "example_prompts": [
   "Help me with wiring threat intel into Splunk correlation searches to flag IOC matches",
   "Walk me through building threat intelligence enrichment in splunk step by step",
   "What's the best way to approach building threat intelligence enrichment in splunk for my project?"
  ],
  "keywords": [
   "building-threat-intelligence-enrichment-in-splunk",
   "build",
   "automated",
   "ioc",
   "enrichment",
   "pipelines",
   "splunk",
   "enterprise",
   "security",
   "ingesting"
  ]
 },
 {
  "name": "building-threat-intelligence-feed-integration",
  "description": "Builds automated threat intelligence feed integration pipelines connecting STIX/TAXII feeds, open-source threat intel, and commercial TI platforms into SIEM and security tools for real-time IOC matching and alerting. Use when SOC teams need to operationalize threat intelligence by automating feed ingestion, normalization, scoring, and distribution to detection systems.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-threat-intelligence-feed-integration/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-threat-intelligence-feed-integration/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1OC teams need to operationalize threat intelligence by automating feed ingestion, normalization, scoring.",
  "example_prompts": [
   "I need help with \\1OC teams need to operationalize threat intelligence by automating feed ingestion",
   "Walk me through building threat intelligence feed integration step by step",
   "What's the best way to approach building threat intelligence feed integration for my project?"
  ],
  "keywords": [
   "building-threat-intelligence-feed-integration",
   "builds",
   "automated",
   "threat",
   "intelligence",
   "feed",
   "integration",
   "pipelines",
   "connecting",
   "stix"
  ]
 },
 {
  "name": "building-threat-intelligence-platform",
  "description": "Design and deploy a Threat Intelligence Platform (TIP) by integrating open-source CTI tools (MISP, OpenCTI, TheHive, Cortex) into a unified system with feed ingestion pipelines, enrichment workflows, STIX/TAXII interoperability, and analyst dashboards. Use when architecting or standing up a centralized CTI platform to collect, analyze, and disseminate threat intelligence across a security team.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-threat-intelligence-platform/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-threat-intelligence-platform/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're architecting or standing up a centralized CTI platform to collect, analyze.",
  "example_prompts": [
   "Help me with architecting or standing up a centralized CTI platform to collect, analyze",
   "Walk me through building threat intelligence platform step by step",
   "What's the best way to approach building threat intelligence platform for my project?"
  ],
  "keywords": [
   "building-threat-intelligence-platform",
   "design",
   "deploy",
   "threat",
   "intelligence",
   "platform",
   "tip",
   "integrating",
   "open-source",
   "cti"
  ]
 },
 {
  "name": "building-vulnerability-aging-and-sla-tracking",
  "description": "Implement a vulnerability aging dashboard and SLA tracking system that measures time-to-remediation against severity-based deadlines (e.g. 14 days critical, 30 days high, 60 days medium, 90 days low), with automated escalations and compliance metrics reporting. Use when designing SLA policies, building aging/remediation dashboards, or proving compliance with remediation timelines.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-vulnerability-aging-and-sla-tracking/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-vulnerability-aging-and-sla-tracking/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're designing SLA policies, building aging/remediation dashboards, or proving compliance with remediation timelines.",
  "example_prompts": [
   "Help me with designing SLA policies, building aging/remediation dashboards, or proving compliance with remediation",
   "Walk me through building vulnerability aging and sla tracking step by step",
   "What's the best way to approach building vulnerability aging and sla tracking for my project?"
  ],
  "keywords": [
   "building-vulnerability-aging-and-sla-tracking",
   "implement",
   "vulnerability",
   "aging",
   "dashboard",
   "sla",
   "tracking",
   "system",
   "measures",
   "time-to-remediation"
  ]
 },
 {
  "name": "building-vulnerability-dashboard-with-defectdojo",
  "description": "Deploy DefectDojo as a centralized vulnerability management dashboard that ingests findings from 200+ security scanners, deduplicates results, tracks remediation metrics, and integrates with CI/CD, Jira ticketing, and Slack notifications via its REST API. Use when consolidating scanner output into one dashboard or automating vulnerability ticketing and executive reporting.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-vulnerability-dashboard-with-defectdojo/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-vulnerability-dashboard-with-defectdojo/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're consolidating scanner output into one dashboard or automating vulnerability ticketing and executive reporting.",
  "example_prompts": [
   "Help me with consolidating scanner output into one dashboard or automating vulnerability ticketing",
   "Walk me through building vulnerability dashboard with defectdojo step by step",
   "What's the best way to approach building vulnerability dashboard with defectdojo for my project?"
  ],
  "keywords": [
   "building-vulnerability-dashboard-with-defectdojo",
   "deploy",
   "defectdojo",
   "centralized",
   "vulnerability",
   "management",
   "dashboard",
   "ingests",
   "findings",
   "security"
  ]
 },
 {
  "name": "building-vulnerability-exception-tracking-system",
  "description": "Build a vulnerability exception and risk acceptance tracking system covering approval workflows, compensating controls documentation, and automatic expiration for vulnerabilities that miss SLA remediation timelines. Use when standing up a governance process for risk acceptance and exception approvals to support PCI DSS, SOC 2, or NIST CSF compliance.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-vulnerability-exception-tracking-system/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-vulnerability-exception-tracking-system/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're standing up a governance process for risk acceptance and exception approvals to support PCI DSS, SOC 2, or NIST CSF compliance.",
  "example_prompts": [
   "Help me with standing up a governance process for risk acceptance and exception approvals",
   "Walk me through building vulnerability exception tracking system step by step",
   "What's the best way to approach building vulnerability exception tracking system for my project?"
  ],
  "keywords": [
   "building-vulnerability-exception-tracking-system",
   "build",
   "vulnerability",
   "exception",
   "risk",
   "acceptance",
   "tracking",
   "system",
   "covering",
   "approval"
  ]
 },
 {
  "name": "building-vulnerability-scanning-workflow",
  "description": "Builds a structured vulnerability scanning workflow using tools like Nessus, Qualys, and OpenVAS to discover, prioritize, and track remediation of security vulnerabilities across infrastructure. Use when SOC teams need to establish recurring vulnerability assessment processes, integrate scan results with SIEM alerting, and build remediation tracking dashboards.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/building-vulnerability-scanning-workflow/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/building-vulnerability-scanning-workflow/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1OC teams need to establish recurring vulnerability assessment processes, integrate scan results with SIEM alerting.",
  "example_prompts": [
   "I need help with \\1OC teams need to establish recurring vulnerability assessment processes, integrate scan",
   "Walk me through building vulnerability scanning workflow step by step",
   "What's the best way to approach building vulnerability scanning workflow for my project?"
  ],
  "keywords": [
   "building-vulnerability-scanning-workflow",
   "builds",
   "structured",
   "vulnerability",
   "scanning",
   "workflow",
   "using",
   "tools",
   "nessus",
   "qualys"
  ]
 },
 {
  "name": "bypassing-authentication-with-forced-browsing",
  "description": "Discovering and accessing unprotected pages, APIs, and administrative interfaces by enumerating URLs and bypassing authentication controls during authorized security assessments.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/bypassing-authentication-with-forced-browsing/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/bypassing-authentication-with-forced-browsing/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for discovering and accessing unprotected pages, APIs, and administrative interfaces by enumerating URLs and bypassing authentication controls.",
  "example_prompts": [
   "Help me with discovering and accessing unprotected pages, APIs, and administrative interfaces by enumerating",
   "Walk me through bypassing authentication with forced browsing step by step",
   "What's the best way to approach bypassing authentication with forced browsing for my project?"
  ],
  "keywords": [
   "bypassing-authentication-with-forced-browsing",
   "discovering",
   "accessing",
   "unprotected",
   "pages",
   "apis",
   "administrative",
   "interfaces",
   "enumerating",
   "urls"
  ]
 },
 {
  "name": "coercing-authentication-with-coercer-petitpotam",
  "description": "Trigger machine account authentication with PetitPotam (MS-EFSR) and Coercer (MS-RPRN, MS-DFSNM, MS-FSRVP, MS-EVEN) via Coercer's scan/coerce/fuzz modes, feeding the coerced NTLM auth into a relay against AD CS Web Enrollment (ESC8), LDAP (RBCD), or SMB. Use in authorized engagements to complete a coercion-relay chain against a Domain Controller, or to validate coercion detections and signing/EPA mitigations.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/coercing-authentication-with-coercer-petitpotam/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/coercing-authentication-with-coercer-petitpotam/SKILL.md",
  "category": "security",
  "when_to_use": "Use it.",
  "example_prompts": [
   "I need help with Use it",
   "Walk me through coercing authentication with coercer petitpotam step by step",
   "What's the best way to approach coercing authentication with coercer petitpotam for my project?"
  ],
  "keywords": [
   "coercing-authentication-with-coercer-petitpotam",
   "trigger",
   "machine",
   "account",
   "authentication",
   "petitpotam",
   "ms-efsr",
   "coercer",
   "ms-rprn",
   "ms-dfsnm"
  ]
 },
 {
  "name": "collecting-indicators-of-compromise",
  "description": "Systematically collects, categorizes, and distributes indicators of compromise (IOCs) during and after security incidents to enable detection, blocking, and threat intelligence sharing. Covers network, host, email, and behavioral indicators using STIX/TAXII formats and threat intelligence platforms. Activates for requests involving IOC collection, indicator extraction, threat indicator sharing, compromise indicators, STIX export, or IOC enrichment.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/collecting-indicators-of-compromise/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/collecting-indicators-of-compromise/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for systematically collects, categorizes, and distributes indicators of compromise during and after security incidents to enable detection.",
  "example_prompts": [
   "Can you help me systematically collects, categorizes, and distributes indicators of compromise during and after?",
   "Walk me through collecting indicators of compromise step by step",
   "What's the best way to approach collecting indicators of compromise for my project?"
  ],
  "keywords": [
   "collecting-indicators-of-compromise",
   "systematically",
   "collects",
   "categorizes",
   "distributes",
   "indicators",
   "compromise",
   "iocs",
   "during",
   "after"
  ]
 },
 {
  "name": "collecting-open-source-intelligence",
  "description": "Collects and synthesizes open-source intelligence (OSINT) about threat actors, malicious infrastructure, and attack campaigns using publicly available data sources, passive reconnaissance tools, and dark web monitoring. Use when investigating external threat actor infrastructure, performing pre-engagement reconnaissance for authorized red team assessments, or enriching CTI reports with publicly available adversary context. Activates for requests involving Maltego, Shodan, OSINT framework, SpiderFoot, or infrastructure reconnaissance.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/collecting-open-source-intelligence/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/collecting-open-source-intelligence/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating external threat actor infrastructure, performing pre-engagement reconnaissance for authorized red team assessments.",
  "example_prompts": [
   "Help me with investigating external threat actor infrastructure, performing pre-engagement reconnaissance for authorized red",
   "Walk me through collecting open source intelligence step by step",
   "What's the best way to approach collecting open source intelligence for my project?"
  ],
  "keywords": [
   "collecting-open-source-intelligence",
   "collects",
   "synthesizes",
   "open-source",
   "intelligence",
   "osint",
   "about",
   "threat",
   "actors",
   "malicious"
  ]
 },
 {
  "name": "collecting-threat-intelligence-with-misp",
  "description": "Deploy MISP, configure threat feeds (MISP community, freetext, TAXII, CSV), and use the PyMISP API to programmatically fetch, add, and search events and IOCs, building automated collection pipelines that aggregate indicators from community and commercial sources. Use when gathering, storing, or correlating IOCs and threat intelligence, or when scripting MISP ingestion via PyMISP.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/collecting-threat-intelligence-with-misp/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/collecting-threat-intelligence-with-misp/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're gathering, storing, or correlating IOCs and threat intelligence, or when scripting MISP ingestion via PyMISP.",
  "example_prompts": [
   "Help me with gathering, storing, or correlating IOCs and threat intelligence, or when scripting",
   "Walk me through collecting threat intelligence with misp step by step",
   "What's the best way to approach collecting threat intelligence with misp for my project?"
  ],
  "keywords": [
   "collecting-threat-intelligence-with-misp",
   "deploy",
   "misp",
   "configure",
   "threat",
   "feeds",
   "community",
   "freetext",
   "taxii",
   "csv"
  ]
 },
 {
  "name": "collecting-volatile-evidence-from-compromised-host",
  "description": "Collect volatile forensic evidence from a compromised host by following the order of volatility, preserving memory, network connections, running processes, and system state with documented chain of custody before they are lost. Use before isolating, shutting down, or remediating a compromised host, especially when fileless or memory-resident malware is suspected, root cause analysis is needed, or the evidence must hold up in legal proceedings.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/collecting-volatile-evidence-from-compromised-host/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/collecting-volatile-evidence-from-compromised-host/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to collect volatile forensic evidence from a compromised host by following the order of volatility, preserving memory.",
  "example_prompts": [
   "Can you help me collect volatile forensic evidence from a compromised host by following?",
   "Walk me through collecting volatile evidence from compromised host step by step",
   "What's the best way to approach collecting volatile evidence from compromised host for my project?"
  ],
  "keywords": [
   "collecting-volatile-evidence-from-compromised-host",
   "collect",
   "volatile",
   "forensic",
   "evidence",
   "compromised",
   "host",
   "following",
   "order",
   "volatility"
  ]
 },
 {
  "name": "conducting-api-security-testing",
  "description": "Conducts security testing of REST, GraphQL, and gRPC APIs to identify vulnerabilities in authentication, authorization, rate limiting, input validation, and business logic. The tester uses the OWASP API Security Top 10 as the testing framework, combining Burp Suite interception with Postman collections and custom scripts to test endpoint security at every privilege level. Activates for requests involving API security testing, REST API pentest, GraphQL security assessment, or API vulnerability testing.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/conducting-api-security-testing/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/conducting-api-security-testing/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to conduct security testing of REST, GraphQL, and gRPC APIs to identify vulnerabilities in authentication, authorization.",
  "example_prompts": [
   "Can you help me conduct security testing of REST, GraphQL, and gRPC APIs to identify?",
   "Walk me through conducting api security testing step by step",
   "What's the best way to approach conducting api security testing for my project?"
  ],
  "keywords": [
   "conducting-api-security-testing",
   "conducts",
   "security",
   "testing",
   "rest",
   "graphql",
   "grpc",
   "apis",
   "identify",
   "vulnerabilities"
  ]
 },
 {
  "name": "conducting-cloud-incident-response",
  "description": "Respond to security incidents in AWS, Azure, and GCP via identity-based containment, cloud-native log analysis (CloudTrail, Azure Activity Logs, GCP Audit Logs), resource isolation, and forensic evidence acquisition adapted for ephemeral cloud infrastructure. Use when CSPM alerts or audit logs show compromised cloud credentials, unauthorized IAM changes, or a breach spanning cloud services.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/conducting-cloud-incident-response/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/conducting-cloud-incident-response/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1SPM alerts or audit logs show compromised cloud credentials, unauthorized IAM changes, or a breach spanning cloud services.",
  "example_prompts": [
   "I need help with \\1SPM alerts or audit logs show compromised cloud credentials, unauthorized IAM",
   "Walk me through conducting cloud incident response step by step",
   "What's the best way to approach conducting cloud incident response for my project?"
  ],
  "keywords": [
   "conducting-cloud-incident-response",
   "respond",
   "security",
   "incidents",
   "aws",
   "azure",
   "gcp",
   "via",
   "identity-based",
   "containment"
  ]
 },
 {
  "name": "conducting-cloud-penetration-testing",
  "description": "This skill outlines methodologies for performing authorized penetration testing against AWS, Azure, and GCP cloud environments. It covers understanding the shared responsibility model for testing scope, leveraging cloud-specific attack tools like Pacu and ScoutSuite, exploiting IAM misconfigurations, testing for SSRF to cloud metadata services, and reporting findings aligned to MITRE ATT&CK Cloud matrix.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/conducting-cloud-penetration-testing/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/conducting-cloud-penetration-testing/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to outline methodologies for performing authorized penetration testing against AWS, Azure, and GCP cloud environments.",
  "example_prompts": [
   "Can you help me outline methodologies for performing authorized penetration testing against AWS, Azure?",
   "Walk me through conducting cloud penetration testing step by step",
   "What's the best way to approach conducting cloud penetration testing for my project?"
  ],
  "keywords": [
   "conducting-cloud-penetration-testing",
   "outlines",
   "methodologies",
   "performing",
   "authorized",
   "penetration",
   "testing",
   "against",
   "aws",
   "azure"
  ]
 },
 {
  "name": "conducting-cyber-risk-assessment-with-nist-800-30",
  "description": "Conduct a defensible cybersecurity risk assessment using the NIST SP 800-30 Rev 1 methodology: prepare scope and a risk model, identify threat sources and threat events, identify vulnerabilities and predisposing conditions, determine likelihood and impact, compute risk, and communicate results as a prioritized risk register. Use when an organization needs an actual risk *assessment* (not a maturity score), when a control framework (CSF, ISO 27001, RMF, SOC 2, PCI) requires a documented risk analysis as input, when leadership asks \"what are our top risks and how bad are they\", when assessing risk for a new system or major change, or when building a risk register from scratch. This is the methodology that feeds framework selection, ATO packages, and treatment decisions. Keywords: risk assessment, NIST 800-30, threat modeling, likelihood and impact, risk register, risk analysis, threat sources, vulnerabilities, risk determination, qualitative risk, risk matrix, residual risk, risk treatment.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/conducting-cyber-risk-assessment-with-nist-800-30/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/conducting-cyber-risk-assessment-with-nist-800-30/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when an organization needs an actual risk *assessment* , when a control framework requires a documented risk analysis as input.",
  "example_prompts": [
   "I need help with an organization needs an actual risk *assessment* , when a control",
   "Walk me through conducting cyber risk assessment with nist 800 30 step by step",
   "What's the best way to approach conducting cyber risk assessment with nist 800 30 for my project?"
  ],
  "keywords": [
   "conducting-cyber-risk-assessment-with-nist-800-30",
   "conduct",
   "defensible",
   "cybersecurity",
   "risk",
   "assessment",
   "using",
   "nist",
   "rev",
   "methodology"
  ]
 },
 {
  "name": "conducting-domain-persistence-with-dcsync",
  "description": "Perform DCSync attacks by abusing MS-DRSR replication rights (DS-Replication-Get-Changes/-All) to impersonate a Domain Controller and extract KRBTGT, Domain Admin, and service account hashes for Golden Ticket forging, typically with Mimikatz. Use in authorized engagements after finding principals with replication rights, to establish long-term domain persistence, or to validate detections for replication abuse.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/conducting-domain-persistence-with-dcsync/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/conducting-domain-persistence-with-dcsync/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for perform DCSync attacks by abusing MS-DRSR replication rights to impersonate a Domain Controller and extract KRBTGT, Domain Admin.",
  "example_prompts": [
   "Can you help me perform DCSync attacks by abusing MS-DRSR replication rights to impersonate?",
   "Walk me through conducting domain persistence with dcsync step by step",
   "What's the best way to approach conducting domain persistence with dcsync for my project?"
  ],
  "keywords": [
   "conducting-domain-persistence-with-dcsync",
   "perform",
   "dcsync",
   "attacks",
   "abusing",
   "ms-drsr",
   "replication",
   "rights",
   "ds-replication-get-changes",
   "all"
  ]
 },
 {
  "name": "conducting-external-reconnaissance-with-osint",
  "description": "Conduct external recon using OSINT techniques to map an organization's external attack surface without touching target systems, gathering DNS records, certificate transparency logs, search results, social media, code repositories, and breach databases into a target profile. Use for the passive info-gathering phase of a pentest, external footprinting, or collecting employee/email intel for a social engineering campaign.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/conducting-external-reconnaissance-with-osint/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/conducting-external-reconnaissance-with-osint/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when the passive info-gathering phase of a pentest, external footprinting, or collecting employee/email intel for a social engineering campaign.",
  "example_prompts": [
   "I need help with the passive info-gathering phase of a pentest, external footprinting, or collecting",
   "Walk me through conducting external reconnaissance with osint step by step",
   "What's the best way to approach conducting external reconnaissance with osint for my project?"
  ],
  "keywords": [
   "conducting-external-reconnaissance-with-osint",
   "conduct",
   "external",
   "recon",
   "using",
   "osint",
   "techniques",
   "map",
   "organization",
   "attack"
  ]
 },
 {
  "name": "conducting-full-scope-red-team-engagement",
  "description": "Plan and execute a comprehensive, MITRE ATT&CK-aligned red team engagement spanning threat modeling, reconnaissance, initial access, and post-exploitation to evaluate an organization's detection, prevention, and response against APT-style behavior. Use when scoping or running a full-scope, objective-based engagement, or purple-teaming against a specific threat actor's TTPs.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/conducting-full-scope-red-team-engagement/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/conducting-full-scope-red-team-engagement/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're scoping or running a full-scope, objective-based engagement, or purple-teaming against a specific threat actor's TTPs.",
  "example_prompts": [
   "Help me with scoping or running a full-scope, objective-based engagement, or purple-teaming against",
   "Walk me through conducting full scope red team engagement step by step",
   "What's the best way to approach conducting full scope red team engagement for my project?"
  ],
  "keywords": [
   "conducting-full-scope-red-team-engagement",
   "plan",
   "execute",
   "comprehensive",
   "mitre",
   "att",
   "ck-aligned",
   "red",
   "team",
   "engagement"
  ]
 },
 {
  "name": "conducting-gdpr-compliance-assessment",
  "description": "Conduct comprehensive GDPR compliance assessments by evaluating data processing activities against EU Regulation 2016/679, including Article 30 records of processing, lawful basis validation, data subject rights implementation, Data Protection Impact Assessments (DPIAs) under Article 35, breach notification procedures, international transfer safeguards (SCCs, adequacy decisions), and technical/organizational measures under Article 32. Use when processing personal data of EU residents, preparing for supervisory authority audits, implementing privacy-by-design for new systems, scoping compliance gaps for M&A due diligence, assessing third-party processors, or responding to data subject access requests at scale. Incorporates 2026 guidance from ICO, EDPB, and post-Data (Use and Access) Act 2025 UK-GDPR considerations. Do not use for implementing specific Article 32 controls — use implementing-gdpr-data-protection-controls; or for DSAR automation — use implementing-gdpr-data-subject-access-request.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/conducting-gdpr-compliance-assessment/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/conducting-gdpr-compliance-assessment/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're processing personal data of EU residents, preparing for supervisory authority audits.",
  "example_prompts": [
   "Help me with processing personal data of EU residents, preparing for supervisory authority audits",
   "Walk me through conducting gdpr compliance assessment step by step",
   "What's the best way to approach conducting gdpr compliance assessment for my project?"
  ],
  "keywords": [
   "conducting-gdpr-compliance-assessment",
   "conduct",
   "comprehensive",
   "gdpr",
   "compliance",
   "assessments",
   "evaluating",
   "data",
   "processing",
   "activities"
  ]
 },
 {
  "name": "conducting-internal-network-penetration-test",
  "description": "Execute an internal network penetration test simulating an insider threat or post-breach attacker to identify lateral movement paths, privilege escalation vectors, and sensitive data exposure within the corporate network.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/conducting-internal-network-penetration-test/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/conducting-internal-network-penetration-test/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to execute an internal network penetration test simulating an insider threat.",
  "example_prompts": [
   "Can you help me execute an internal network penetration test simulating an insider threat?",
   "Walk me through conducting internal network penetration test step by step",
   "What's the best way to approach conducting internal network penetration test for my project?"
  ],
  "keywords": [
   "conducting-internal-network-penetration-test",
   "execute",
   "internal",
   "network",
   "penetration",
   "test",
   "simulating",
   "insider",
   "threat",
   "post-breach"
  ]
 },
 {
  "name": "conducting-internal-reconnaissance-with-bloodhound-ce",
  "description": "Conduct internal Active Directory reconnaissance using BloodHound Community Edition's graph database with the SharpHound (AD) and AzureHound (Entra ID) collectors, mapping ACLs, sessions, and group memberships into attack paths from a low-privileged foothold to Domain Admin. Use after an initial AD foothold to identify privilege escalation chains, or to validate that AD hardening closed known attack paths.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/conducting-internal-reconnaissance-with-bloodhound-ce/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/conducting-internal-reconnaissance-with-bloodhound-ce/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to conduct internal Active Directory reconnaissance using BloodHound Community Edition's graph database with the SharpHound.",
  "example_prompts": [
   "Can you help me conduct internal Active Directory reconnaissance using BloodHound Community Edition's graph database?",
   "Walk me through conducting internal reconnaissance with bloodhound ce step by step",
   "What's the best way to approach conducting internal reconnaissance with bloodhound ce for my project?"
  ],
  "keywords": [
   "conducting-internal-reconnaissance-with-bloodhound-ce",
   "conduct",
   "internal",
   "active",
   "directory",
   "reconnaissance",
   "using",
   "bloodhound",
   "community",
   "edition"
  ]
 },
 {
  "name": "conducting-malware-incident-response",
  "description": "Respond to malware infections across enterprise endpoints by identifying the malware family, determining infection vectors, assessing spread, and executing containment, analysis, eradication, and recovery procedures aligned to MITRE ATT&CK. Use when responding to a confirmed or suspected malware infection, including trojan/worm/ransomware outbreaks, malware triage, or infected endpoint remediation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/conducting-malware-incident-response/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/conducting-malware-incident-response/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're responding to a confirmed or suspected malware infection, including trojan/worm/ransomware outbreaks, malware triage.",
  "example_prompts": [
   "Help me with responding to a confirmed or suspected malware infection, including trojan/worm/ransomware outbreaks",
   "Walk me through conducting malware incident response step by step",
   "What's the best way to approach conducting malware incident response for my project?"
  ],
  "keywords": [
   "conducting-malware-incident-response",
   "respond",
   "malware",
   "infections",
   "across",
   "enterprise",
   "endpoints",
   "identifying",
   "family",
   "determining"
  ]
 },
 {
  "name": "conducting-man-in-the-middle-attack-simulation",
  "description": "Simulates man-in-the-middle attacks using Ettercap, mitmproxy, and Bettercap in authorized environments to intercept, analyze, and modify network traffic for testing encryption enforcement, certificate validation, and detection capabilities.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/conducting-man-in-the-middle-attack-simulation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/conducting-man-in-the-middle-attack-simulation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to simulate man-in-the-middle attacks using Ettercap, mitmproxy, and Bettercap in authorized environments to intercept, analyze.",
  "example_prompts": [
   "Can you help me simulate man-in-the-middle attacks using Ettercap, mitmproxy, and Bettercap in authorized environments?",
   "Walk me through conducting man in the middle attack simulation step by step",
   "What's the best way to approach conducting man in the middle attack simulation for my project?"
  ],
  "keywords": [
   "conducting-man-in-the-middle-attack-simulation",
   "simulates",
   "man-in-the-middle",
   "attacks",
   "using",
   "ettercap",
   "mitmproxy",
   "bettercap",
   "authorized",
   "environments"
  ]
 },
 {
  "name": "conducting-memory-forensics-with-volatility",
  "description": "Performs memory forensics analysis using Volatility 3 to extract evidence of malware execution, process injection, network connections, and credential theft from RAM dumps captured during incident response. Covers memory acquisition, process analysis, DLL inspection, and malware detection. Activates for requests involving memory forensics, RAM analysis, Volatility framework, memory dump investigation, volatile evidence analysis, or live memory acquisition.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/conducting-memory-forensics-with-volatility/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/conducting-memory-forensics-with-volatility/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to perform memory forensics analysis using Volatility 3 to extract evidence of malware execution, process injection.",
  "example_prompts": [
   "Can you help me perform memory forensics analysis using Volatility 3 to extract evidence?",
   "Walk me through conducting memory forensics with volatility step by step",
   "What's the best way to approach conducting memory forensics with volatility for my project?"
  ],
  "keywords": [
   "conducting-memory-forensics-with-volatility",
   "performs",
   "memory",
   "forensics",
   "analysis",
   "using",
   "volatility",
   "extract",
   "evidence",
   "malware"
  ]
 },
 {
  "name": "conducting-mobile-app-penetration-test",
  "description": "Conducts penetration testing of iOS and Android mobile applications following the OWASP Mobile Application Security Testing Guide (MASTG) to identify vulnerabilities in data storage, network communication, authentication, cryptography, and platform-specific security controls. The tester performs static analysis of application binaries, dynamic analysis at runtime, and API security testing to evaluate the complete mobile attack surface. Activates for requests involving mobile app pentest, iOS security assessment, Android security testing, or OWASP MASTG assessment.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/conducting-mobile-app-penetration-test/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/conducting-mobile-app-penetration-test/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to conduct penetration testing of iOS and Android mobile applications following the OWASP Mobile Application Security Testing.",
  "example_prompts": [
   "Can you help me conduct penetration testing of iOS and Android mobile applications following?",
   "Walk me through conducting mobile app penetration test step by step",
   "What's the best way to approach conducting mobile app penetration test for my project?"
  ],
  "keywords": [
   "conducting-mobile-app-penetration-test",
   "conducts",
   "penetration",
   "testing",
   "ios",
   "android",
   "mobile",
   "applications",
   "following",
   "owasp"
  ]
 },
 {
  "name": "conducting-network-penetration-test",
  "description": "Conducts comprehensive network penetration tests against authorized target environments by performing host discovery, port scanning, service enumeration, vulnerability identification, and controlled exploitation to assess the security posture of network infrastructure. The tester follows PTES methodology from reconnaissance through post-exploitation and reporting. Activates for requests involving network pentest, infrastructure security assessment, internal network testing, or external perimeter testing.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/conducting-network-penetration-test/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/conducting-network-penetration-test/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to conduct comprehensive network penetration tests against authorized target environments by performing host discovery.",
  "example_prompts": [
   "Can you help me conduct comprehensive network penetration tests against authorized target environments by performing?",
   "Walk me through conducting network penetration test step by step",
   "What's the best way to approach conducting network penetration test for my project?"
  ],
  "keywords": [
   "conducting-network-penetration-test",
   "conducts",
   "comprehensive",
   "network",
   "penetration",
   "tests",
   "against",
   "authorized",
   "target",
   "environments"
  ]
 },
 {
  "name": "conducting-pass-the-ticket-attack",
  "description": "Perform Pass-the-Ticket (PtT) lateral movement by extracting Kerberos TGT/TGS tickets from LSASS memory on a compromised host and injecting them into another session to impersonate the ticket owner without knowing their password. Use during authorized post-exploitation to move laterally or escalate access via stolen Kerberos tickets, or to validate detections for Kerberos ticket theft and reuse.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/conducting-pass-the-ticket-attack/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/conducting-pass-the-ticket-attack/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for perform Pass-the-Ticket lateral movement by extracting Kerberos TGT/TGS tickets from LSASS memory on a compromised host and injecting them.",
  "example_prompts": [
   "Can you help me perform Pass-the-Ticket lateral movement by extracting Kerberos TGT/TGS tickets from LSASS?",
   "Walk me through conducting pass the ticket attack step by step",
   "What's the best way to approach conducting pass the ticket attack for my project?"
  ],
  "keywords": [
   "conducting-pass-the-ticket-attack",
   "perform",
   "pass-the-ticket",
   "ptt",
   "lateral",
   "movement",
   "extracting",
   "kerberos",
   "tgt",
   "tgs"
  ]
 },
 {
  "name": "conducting-phishing-incident-response",
  "description": "Respond to phishing incidents by analyzing reported emails, extracting indicators, sandboxing URLs/attachments, assessing credential compromise, quarantining malicious messages organization-wide, and remediating affected accounts. Use when investigating a reported phishing or credential-phishing email, a suspected spearphishing incident, or when a mailbox-wide purge and account remediation is needed.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/conducting-phishing-incident-response/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/conducting-phishing-incident-response/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're responding to a phishing incident and need to find who was affected and clean up.",
  "example_prompts": [
   "Help me with investigating a reported phishing or credential-phishing email, a suspected spearphishing incident",
   "Walk me through conducting phishing incident response step by step",
   "What's the best way to approach conducting phishing incident response for my project?"
  ],
  "keywords": [
   "conducting-phishing-incident-response",
   "respond",
   "phishing",
   "incidents",
   "analyzing",
   "reported",
   "emails",
   "extracting",
   "indicators",
   "sandboxing"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "conducting-post-incident-lessons-learned",
  "description": "Facilitate structured post-incident reviews to identify root causes, document what worked and failed, and produce actionable recommendations to improve future incident response.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/conducting-post-incident-lessons-learned/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/conducting-post-incident-lessons-learned/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to facilitate structured post-incident reviews to identify root causes, document what worked and failed.",
  "example_prompts": [
   "Can you help me facilitate structured post-incident reviews to identify root causes, document what worked?",
   "Walk me through conducting post incident lessons learned step by step",
   "What's the best way to approach conducting post incident lessons learned for my project?"
  ],
  "keywords": [
   "conducting-post-incident-lessons-learned",
   "facilitate",
   "structured",
   "post-incident",
   "reviews",
   "identify",
   "root",
   "causes",
   "document",
   "what"
  ]
 },
 {
  "name": "conducting-social-engineering-penetration-test",
  "description": "Design and execute a social engineering penetration test combining OSINT-driven target profiling with phishing, vishing, smishing, and physical pretexting campaigns using tools like GoPhish, the Social Engineer Toolkit (SET), and Evilginx to measure human security resilience. Use when scoping or running an authorized human-attack-surface test and reporting results to identify security awareness training gaps.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/conducting-social-engineering-penetration-test/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/conducting-social-engineering-penetration-test/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're scoping or running an authorized human-attack-surface test and reporting results to identify security awareness training gaps.",
  "example_prompts": [
   "Help me with scoping or running an authorized human-attack-surface test and reporting results",
   "Walk me through conducting social engineering penetration test step by step",
   "What's the best way to approach conducting social engineering penetration test for my project?"
  ],
  "keywords": [
   "conducting-social-engineering-penetration-test",
   "design",
   "execute",
   "social",
   "engineering",
   "penetration",
   "test",
   "combining",
   "osint-driven",
   "target"
  ]
 },
 {
  "name": "conducting-social-engineering-pretext-call",
  "description": "Plan and execute authorized vishing (voice phishing) pretext calls to assess employee susceptibility to social engineering and evaluate security awareness controls.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/conducting-social-engineering-pretext-call/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/conducting-social-engineering-pretext-call/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to plan and execute authorized vishing pretext calls to assess employee susceptibility to social engineering and evaluate.",
  "example_prompts": [
   "Can you help me plan and execute authorized vishing pretext calls to assess employee susceptibility?",
   "Walk me through conducting social engineering pretext call step by step",
   "What's the best way to approach conducting social engineering pretext call for my project?"
  ],
  "keywords": [
   "conducting-social-engineering-pretext-call",
   "plan",
   "execute",
   "authorized",
   "vishing",
   "voice",
   "phishing",
   "pretext",
   "calls",
   "assess"
  ]
 },
 {
  "name": "conducting-spearphishing-simulation-campaign",
  "description": "Run a targeted spearphishing simulation for initial access by developing OSINT-derived pretexts, building payloads (HTML smuggling, macro docs, ISO/LNK, OneNote, QR codes), standing up look-alike-domain email infrastructure with SPF/DKIM/DMARC via GoPhish, and tracking results. Use in authorized engagements to gain initial access via personalized phishing against specific individuals, distinct from broad campaigns.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/conducting-spearphishing-simulation-campaign/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/conducting-spearphishing-simulation-campaign/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to run a targeted spearphishing simulation for initial access by developing OSINT-derived pretexts, building payloads.",
  "example_prompts": [
   "Can you help me run a targeted spearphishing simulation for initial access by developing OSINT-derived?",
   "Walk me through conducting spearphishing simulation campaign step by step",
   "What's the best way to approach conducting spearphishing simulation campaign for my project?"
  ],
  "keywords": [
   "conducting-spearphishing-simulation-campaign",
   "run",
   "targeted",
   "spearphishing",
   "simulation",
   "initial",
   "access",
   "developing",
   "osint-derived",
   "pretexts"
  ]
 },
 {
  "name": "conducting-wireless-network-penetration-test",
  "description": "Conducts authorized wireless network penetration tests to assess the security of WiFi infrastructure by testing for weak encryption protocols, captive portal bypasses, evil twin attacks, WPA2/WPA3 handshake capture, rogue access point detection, and client-side attacks. The tester evaluates wireless authentication, network segmentation, and the effectiveness of wireless intrusion detection systems. Activates for requests involving wireless pentest, WiFi security assessment, WPA2/WPA3 testing, or rogue access point detection.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/conducting-wireless-network-penetration-test/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/conducting-wireless-network-penetration-test/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to conduct authorized wireless network penetration tests to assess the security of WiFi infrastructure by testing for weak.",
  "example_prompts": [
   "Can you help me conduct authorized wireless network penetration tests to assess the security?",
   "Walk me through conducting wireless network penetration test step by step",
   "What's the best way to approach conducting wireless network penetration test for my project?"
  ],
  "keywords": [
   "conducting-wireless-network-penetration-test",
   "conducts",
   "authorized",
   "wireless",
   "network",
   "penetration",
   "tests",
   "assess",
   "security",
   "wifi"
  ]
 },
 {
  "name": "configuring-active-directory-tiered-model",
  "description": "Implement Microsoft's Enhanced Security Admin Environment (ESAE) tiered administration model for Active Directory, covering Tier 0/1/2 separation, privileged access workstations (PAWs), administrative forest design, and authentication policy silos. Use when designing or hardening AD privileged-access architecture, segmenting Domain/Enterprise Admin accounts into tiers, or containing lateral movement and credential theft (pass-the-hash, Kerberoasting, golden tickets).",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/configuring-active-directory-tiered-model/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/configuring-active-directory-tiered-model/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're designing or hardening AD privileged-access architecture, segmenting Domain/Enterprise Admin accounts into tiers.",
  "example_prompts": [
   "Help me with designing or hardening AD privileged-access architecture, segmenting Domain/Enterprise Admin accounts into",
   "Walk me through configuring active directory tiered model step by step",
   "What's the best way to approach configuring active directory tiered model for my project?"
  ],
  "keywords": [
   "configuring-active-directory-tiered-model",
   "implement",
   "microsoft",
   "enhanced",
   "security",
   "admin",
   "environment",
   "esae",
   "tiered",
   "administration"
  ]
 },
 {
  "name": "configuring-aws-verified-access-for-ztna",
  "description": "Configure AWS Verified Access to provide VPN-less zero trust network access to internal apps, combining identity trust providers (IAM Identity Center, Okta/OIDC), device posture providers (CrowdStrike, Jamf), Cedar policy authoring, and Terraform deployment. Use when replacing VPN access with ZTNA, writing Cedar access policies, or deploying Verified Access instances, groups, and endpoints across AWS accounts.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/configuring-aws-verified-access-for-ztna/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/configuring-aws-verified-access-for-ztna/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're replacing VPN access with ZTNA, writing Cedar access policies, or deploying Verified Access instances, groups.",
  "example_prompts": [
   "Help me with replacing VPN access with ZTNA, writing Cedar access policies, or deploying",
   "Walk me through configuring aws verified access for ztna step by step",
   "What's the best way to approach configuring aws verified access for ztna for my project?"
  ],
  "keywords": [
   "configuring-aws-verified-access-for-ztna",
   "configure",
   "aws",
   "verified",
   "access",
   "provide",
   "vpn-less",
   "zero",
   "trust",
   "network"
  ]
 },
 {
  "name": "configuring-certificate-authority-with-openssl",
  "description": "Build a two-tier PKI Certificate Authority hierarchy (offline Root CA plus issuing Intermediate CA) using OpenSSL and the Python cryptography library, covering certificate extensions, CRL distribution points, OCSP responder configuration, and certificate policy management. Use when standing up an internal CA, issuing or revoking X.509 certificates, or designing PKI trust hierarchies for TLS, code-signing, or client-authentication use cases.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/configuring-certificate-authority-with-openssl/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/configuring-certificate-authority-with-openssl/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're standing up an internal CA, issuing or revoking X.",
  "example_prompts": [
   "Help me with standing up an internal CA, issuing or revoking X",
   "Walk me through configuring certificate authority with openssl step by step",
   "What's the best way to approach configuring certificate authority with openssl for my project?"
  ],
  "keywords": [
   "configuring-certificate-authority-with-openssl",
   "build",
   "two-tier",
   "pki",
   "certificate",
   "authority",
   "hierarchy",
   "offline",
   "root",
   "plus"
  ]
 },
 {
  "name": "configuring-host-based-intrusion-detection",
  "description": "Configures host-based intrusion detection systems (HIDS) to monitor endpoint file integrity, system calls, and configuration changes for security violations. Use when deploying OSSEC, Wazuh, or AIDE for endpoint monitoring, building file integrity monitoring (FIM) policies, or meeting compliance requirements for change detection. Activates for requests involving HIDS configuration, file integrity monitoring, OSSEC/Wazuh deployment, or host-based detection.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/configuring-host-based-intrusion-detection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/configuring-host-based-intrusion-detection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying OSSEC, Wazuh, or AIDE for endpoint monitoring, building file integrity monitoring policies.",
  "example_prompts": [
   "Help me with deploying OSSEC, Wazuh, or AIDE for endpoint monitoring, building file integrity",
   "Walk me through configuring host based intrusion detection step by step",
   "What's the best way to approach configuring host based intrusion detection for my project?"
  ],
  "keywords": [
   "configuring-host-based-intrusion-detection",
   "configures",
   "host-based",
   "intrusion",
   "detection",
   "systems",
   "hids",
   "monitor",
   "endpoint",
   "file"
  ]
 },
 {
  "name": "configuring-hsm-for-key-storage",
  "description": "Configures Hardware Security Modules for cryptographic key storage using the PKCS#11 standard interface, covering key generation, signing, encryption, and key management on physical HSMs and SoftHSM2 for development. Use when protecting cryptographic keys so they never leave a hardened device boundary, or when building and testing PKCS#11-based key management workflows.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/configuring-hsm-for-key-storage/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/configuring-hsm-for-key-storage/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're protecting cryptographic keys so they never leave a hardened device boundary.",
  "example_prompts": [
   "Help me with protecting cryptographic keys so they never leave a hardened device boundary",
   "Walk me through configuring hsm for key storage step by step",
   "What's the best way to approach configuring hsm for key storage for my project?"
  ],
  "keywords": [
   "configuring-hsm-for-key-storage",
   "configures",
   "hardware",
   "security",
   "modules",
   "cryptographic",
   "key",
   "storage",
   "using",
   "pkcs"
  ]
 },
 {
  "name": "configuring-identity-aware-proxy-with-google-iap",
  "description": "Configures Google Cloud Identity-Aware Proxy (IAP) via gcloud to enforce per-request identity verification on Compute Engine, App Engine, Cloud Run, and GKE, including IAM bindings, Access Context Manager access levels, session/reauth settings, and service-account programmatic access. Use when replacing VPN access with identity-based access to GCP backends or configuring context-aware, zero-trust policies for Google Cloud services.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/configuring-identity-aware-proxy-with-google-iap/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/configuring-identity-aware-proxy-with-google-iap/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're replacing VPN access with identity-based access to GCP backends or configuring context-aware.",
  "example_prompts": [
   "Help me with replacing VPN access with identity-based access to GCP backends or configuring",
   "Walk me through configuring identity aware proxy with google iap step by step",
   "What's the best way to approach configuring identity aware proxy with google iap for my project?"
  ],
  "keywords": [
   "configuring-identity-aware-proxy-with-google-iap",
   "configures",
   "google",
   "cloud",
   "identity-aware",
   "proxy",
   "iap",
   "via",
   "gcloud",
   "enforce"
  ]
 },
 {
  "name": "configuring-ldap-security-hardening",
  "description": "Hardens LDAP directory services against credential harvesting, LDAP injection, anonymous binding, and channel-binding bypass by enforcing LDAPS, channel binding, and LDAP signing. Use when securing an LDAP or Active Directory environment against these attack classes or auditing directory service configurations for these vulnerabilities.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/configuring-ldap-security-hardening/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/configuring-ldap-security-hardening/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're securing an LDAP or Active Directory environment against these attack classes.",
  "example_prompts": [
   "Help me with securing an LDAP or Active Directory environment against these attack classes",
   "Walk me through configuring ldap security hardening step by step",
   "What's the best way to approach configuring ldap security hardening for my project?"
  ],
  "keywords": [
   "configuring-ldap-security-hardening",
   "hardens",
   "ldap",
   "directory",
   "services",
   "against",
   "credential",
   "harvesting",
   "injection",
   "anonymous"
  ]
 },
 {
  "name": "configuring-microsegmentation-for-zero-trust",
  "description": "Configures microsegmentation policies to enforce least-privilege workload-to-workload access using tools such as VMware NSX, Illumio, and Calico, preventing lateral movement in zero trust architectures. Use when designing or implementing network microsegmentation as part of a zero trust architecture aligned with NIST SP 800-207.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/configuring-microsegmentation-for-zero-trust/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/configuring-microsegmentation-for-zero-trust/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're designing or implementing network microsegmentation as part of a zero trust architecture aligned with NIST SP 800-207.",
  "example_prompts": [
   "Help me with designing or implementing network microsegmentation as part of a zero trust",
   "Walk me through configuring microsegmentation for zero trust step by step",
   "What's the best way to approach configuring microsegmentation for zero trust for my project?"
  ],
  "keywords": [
   "configuring-microsegmentation-for-zero-trust",
   "configures",
   "microsegmentation",
   "policies",
   "enforce",
   "least-privilege",
   "workload-to-workload",
   "access",
   "using",
   "tools"
  ]
 },
 {
  "name": "configuring-multi-factor-authentication-with-duo",
  "description": "Deploys Cisco Duo multi-factor authentication across enterprise applications, VPN, RDP, and SSH access points, covering Duo Authentication Proxy setup, adaptive authentication policies, device trust assessment, and phishing-resistant WebAuthn/FIDO2 deployment aligned with NIST 800-63B AAL2/AAL3. Use when adding or hardening MFA for remote access, VPN, or privileged logins with Duo.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/configuring-multi-factor-authentication-with-duo/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/configuring-multi-factor-authentication-with-duo/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're adding or hardening MFA for remote access, VPN, or privileged logins with Duo.",
  "example_prompts": [
   "Help me with adding or hardening MFA for remote access, VPN, or privileged logins",
   "Walk me through configuring multi factor authentication with duo step by step",
   "What's the best way to approach configuring multi factor authentication with duo for my project?"
  ],
  "keywords": [
   "configuring-multi-factor-authentication-with-duo",
   "deploys",
   "cisco",
   "duo",
   "multi-factor",
   "authentication",
   "across",
   "enterprise",
   "applications",
   "vpn"
  ]
 },
 {
  "name": "configuring-network-segmentation-with-vlans",
  "description": "Designs and implements VLAN-based (802.1Q) network segmentation on managed switches to isolate zones such as corporate, servers, DMZ, guest, and IoT, and to limit lateral movement paths. Use when segmenting an enterprise network into isolated security zones, meeting compliance mandates (PCI-DSS, HIPAA, SOC 2) for network isolation, or reducing blast radius from a security incident.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/configuring-network-segmentation-with-vlans/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/configuring-network-segmentation-with-vlans/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're segmenting an enterprise network into isolated security zones, meeting compliance mandates for network isolation.",
  "example_prompts": [
   "Help me with segmenting an enterprise network into isolated security zones, meeting compliance mandates",
   "Walk me through configuring network segmentation with vlans step by step",
   "What's the best way to approach configuring network segmentation with vlans for my project?"
  ],
  "keywords": [
   "configuring-network-segmentation-with-vlans",
   "designs",
   "implements",
   "vlan-based",
   "network",
   "segmentation",
   "managed",
   "switches",
   "isolate",
   "zones"
  ]
 },
 {
  "name": "configuring-oauth2-authorization-flow",
  "description": "Configures secure OAuth 2.0 authorization flows, including Authorization Code with PKCE, Client Credentials, and Device Authorization Grant, covering flow selection, PKCE implementation, token lifecycle management, and scope design per OAuth 2.1. Use when implementing or hardening OAuth 2.0 authentication/authorization for web, mobile, SPA, or machine-to-machine clients.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/configuring-oauth2-authorization-flow/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/configuring-oauth2-authorization-flow/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're implementing or hardening OAuth 2.0 authentication/authorization for web, mobile, SPA, or machine-to-machine clients.",
  "example_prompts": [
   "Help me with implementing or hardening OAuth 2.0 authentication/authorization for web, mobile, SPA",
   "Walk me through configuring oauth2 authorization flow step by step",
   "What's the best way to approach configuring oauth2 authorization flow for my project?"
  ],
  "keywords": [
   "configuring-oauth2-authorization-flow",
   "configures",
   "secure",
   "oauth",
   "authorization",
   "flows",
   "including",
   "code",
   "pkce",
   "client"
  ]
 },
 {
  "name": "configuring-pfsense-firewall-rules",
  "description": "Configures pfSense firewall rules, NAT policies, IPsec/OpenVPN tunnels, and traffic shaping to enforce network segmentation and control traffic between zones such as DMZ, internal, guest, and IoT. Use when deploying a pfSense perimeter or internal firewall, setting up port-forwarding NAT, configuring site-to-site or remote-access VPNs, or applying QoS/bandwidth policies.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/configuring-pfsense-firewall-rules/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/configuring-pfsense-firewall-rules/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying a pfSense perimeter or internal firewall, setting up port-forwarding NAT, configuring site-to-site or remote-access VPNs.",
  "example_prompts": [
   "Help me with deploying a pfSense perimeter or internal firewall, setting up port-forwarding NAT",
   "Walk me through configuring pfsense firewall rules step by step",
   "What's the best way to approach configuring pfsense firewall rules for my project?"
  ],
  "keywords": [
   "configuring-pfsense-firewall-rules",
   "configures",
   "pfsense",
   "firewall",
   "rules",
   "nat",
   "policies",
   "ipsec",
   "openvpn",
   "tunnels"
  ]
 },
 {
  "name": "configuring-snort-ids-for-intrusion-detection",
  "description": "Installs, configures, and tunes Snort 3 to monitor network traffic for malicious activity using custom and community rulesets, preprocessors, and alert output plugins. Use when deploying network-based intrusion detection at key boundaries, writing custom Snort rules, tuning rulesets to reduce false positives, or integrating Snort alerts with a SIEM.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/configuring-snort-ids-for-intrusion-detection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/configuring-snort-ids-for-intrusion-detection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying network-based intrusion detection at key boundaries, writing custom Snort rules.",
  "example_prompts": [
   "Help me with deploying network-based intrusion detection at key boundaries, writing custom Snort rules",
   "Walk me through configuring snort ids for intrusion detection step by step",
   "What's the best way to approach configuring snort ids for intrusion detection for my project?"
  ],
  "keywords": [
   "configuring-snort-ids-for-intrusion-detection",
   "installs",
   "configures",
   "tunes",
   "snort",
   "monitor",
   "network",
   "traffic",
   "malicious",
   "activity"
  ]
 },
 {
  "name": "configuring-suricata-for-network-monitoring",
  "description": "Deploys and configures Suricata IDS/IPS with Emerging Threats rulesets, EVE JSON logging, and custom rules for high-throughput, protocol-aware traffic inspection (HTTP, TLS, DNS, SMB) and SIEM integration. Use when running Suricata in IDS or inline IPS mode to detect or block malicious traffic, or when combining signature-based and protocol anomaly detection with file extraction.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/configuring-suricata-for-network-monitoring/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/configuring-suricata-for-network-monitoring/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're running Suricata in IDS or inline IPS mode to detect or block malicious traffic.",
  "example_prompts": [
   "Help me with running Suricata in IDS or inline IPS mode to detect",
   "Walk me through configuring suricata for network monitoring step by step",
   "What's the best way to approach configuring suricata for network monitoring for my project?"
  ],
  "keywords": [
   "configuring-suricata-for-network-monitoring",
   "deploys",
   "configures",
   "suricata",
   "ids",
   "ips",
   "emerging",
   "threats",
   "rulesets",
   "eve"
  ]
 },
 {
  "name": "configuring-tls-1-3-for-secure-communications",
  "description": "Configures TLS 1.3 (RFC 8446) on servers, covering cipher suite and key-exchange group selection, and validates the resulting configuration with openssl s_client and testssl.sh. Use when deploying or hardening TLS 1.3 for secure communications, or when testing a server for common TLS misconfigurations and vulnerabilities.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/configuring-tls-1-3-for-secure-communications/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/configuring-tls-1-3-for-secure-communications/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying or hardening TLS 1.3 for secure communications.",
  "example_prompts": [
   "Help me with deploying or hardening TLS 1.3 for secure communications",
   "Walk me through configuring tls 1 3 for secure communications step by step",
   "What's the best way to approach configuring tls 1 3 for secure communications for my project?"
  ],
  "keywords": [
   "configuring-tls-1-3-for-secure-communications",
   "configures",
   "tls",
   "rfc",
   "servers",
   "covering",
   "cipher",
   "suite",
   "key-exchange",
   "group"
  ]
 },
 {
  "name": "configuring-windows-defender-advanced-settings",
  "description": "Configures Microsoft Defender for Endpoint (MDE) advanced protection settings including attack surface reduction rules, controlled folder access, network protection, and exploit protection. Use when hardening Windows endpoints beyond default Defender settings, deploying enterprise-grade endpoint protection, or meeting compliance requirements for advanced malware defense. Activates for requests involving Windows Defender configuration, ASR rules, MDE tuning, or Microsoft endpoint security.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/configuring-windows-defender-advanced-settings/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/configuring-windows-defender-advanced-settings/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hardening Windows endpoints beyond default Defender settings, deploying enterprise-grade endpoint protection.",
  "example_prompts": [
   "Help me with hardening Windows endpoints beyond default Defender settings, deploying enterprise-grade endpoint protection",
   "Walk me through configuring windows defender advanced settings step by step",
   "What's the best way to approach configuring windows defender advanced settings for my project?"
  ],
  "keywords": [
   "configuring-windows-defender-advanced-settings",
   "configures",
   "microsoft",
   "defender",
   "endpoint",
   "mde",
   "advanced",
   "protection",
   "settings",
   "including"
  ]
 },
 {
  "name": "configuring-windows-event-logging-for-detection",
  "description": "Configures Windows Event Logging with advanced audit policies to generate high-fidelity security events for threat detection and forensic investigation. Use when enabling audit policies for logon events, process creation, privilege use, and object access to feed SIEM detection rules. Activates for requests involving Windows audit policy, event log configuration, security logging, or detection-oriented logging.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/configuring-windows-event-logging-for-detection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/configuring-windows-event-logging-for-detection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're enabling audit policies for logon events, process creation, privilege use, and object access to feed SIEM detection rules.",
  "example_prompts": [
   "Help me with enabling audit policies for logon events, process creation, privilege use",
   "Walk me through configuring windows event logging for detection step by step",
   "What's the best way to approach configuring windows event logging for detection for my project?"
  ],
  "keywords": [
   "configuring-windows-event-logging-for-detection",
   "configures",
   "windows",
   "event",
   "logging",
   "advanced",
   "audit",
   "policies",
   "generate",
   "high-fidelity"
  ]
 },
 {
  "name": "configuring-zscaler-private-access-for-ztna",
  "description": "Configures Zscaler Private Access (ZPA) to replace traditional VPN with zero trust network access by deploying App Connectors, defining application segments, configuring identity- and device-posture-based access policies, and integrating with IdPs. Use when replacing VPN concentrators with ZTNA or providing remote users secure access to internal applications without network-level connectivity.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/configuring-zscaler-private-access-for-ztna/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/configuring-zscaler-private-access-for-ztna/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're replacing VPN concentrators with ZTNA or providing remote users secure access to internal applications without network-level.",
  "example_prompts": [
   "Help me with replacing VPN concentrators with ZTNA or providing remote users secure access",
   "Walk me through configuring zscaler private access for ztna step by step",
   "What's the best way to approach configuring zscaler private access for ztna for my project?"
  ],
  "keywords": [
   "configuring-zscaler-private-access-for-ztna",
   "configures",
   "zscaler",
   "private",
   "access",
   "zpa",
   "replace",
   "traditional",
   "vpn",
   "zero"
  ]
 },
 {
  "name": "containing-active-breach",
  "description": "Executes containment strategies to stop active adversary operations and prevent lateral movement during a confirmed security breach. Implements short-term and long-term containment using network segmentation, endpoint isolation, credential revocation, and access control modifications. Activates for requests involving breach containment, lateral movement prevention, network isolation, active threat containment, or live incident response.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/containing-active-breach/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/containing-active-breach/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to execute containment strategies to stop active adversary operations and prevent lateral movement during a confirmed security.",
  "example_prompts": [
   "Can you help me execute containment strategies to stop active adversary operations and prevent lateral?",
   "Walk me through containing active breach step by step",
   "What's the best way to approach containing active breach for my project?"
  ],
  "keywords": [
   "containing-active-breach",
   "executes",
   "containment",
   "strategies",
   "stop",
   "active",
   "adversary",
   "operations",
   "prevent",
   "lateral"
  ]
 },
 {
  "name": "continuous-llm-red-teaming-with-promptfoo",
  "description": "Wires Promptfoo and DeepTeam into CI/CD for automated, repeatable red-teaming of LLM apps against OWASP LLM Top 10, OWASP Agentic, and MITRE ATLAS presets, failing the build when jailbreak or injection vulnerabilities regress. Use for continuous adversarial testing in CI/CD, a merge-blocking security gate, or comparing model/prompt versions for compliance reporting.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/continuous-llm-red-teaming-with-promptfoo/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/continuous-llm-red-teaming-with-promptfoo/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to continuous adversarial testing in CI/CD, a merge-blocking security gate.",
  "example_prompts": [
   "Can you help me continuous adversarial testing in CI/CD, a merge-blocking security gate?",
   "Walk me through continuous llm red teaming with promptfoo step by step",
   "What's the best way to approach continuous llm red teaming with promptfoo for my project?"
  ],
  "keywords": [
   "continuous-llm-red-teaming-with-promptfoo",
   "wires",
   "promptfoo",
   "deepteam",
   "into",
   "automated",
   "repeatable",
   "red-teaming",
   "llm",
   "apps"
  ]
 },
 {
  "name": "correlating-security-events-in-qradar",
  "description": "Correlates security events in IBM QRadar SIEM using AQL (Ariel Query Language), custom rules, building blocks, and offense management to detect multi-stage attacks across network, endpoint, and application log sources. Use when SOC analysts need to investigate QRadar offenses, build correlation rules, or tune detection logic for reducing false positives.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/correlating-security-events-in-qradar/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/correlating-security-events-in-qradar/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1OC analysts need to investigate QRadar offenses, build correlation rules, or tune detection logic for reducing false positives.",
  "example_prompts": [
   "I need help with \\1OC analysts need to investigate QRadar offenses, build correlation rules",
   "Walk me through correlating security events in qradar step by step",
   "What's the best way to approach correlating security events in qradar for my project?"
  ],
  "keywords": [
   "correlating-security-events-in-qradar",
   "correlates",
   "security",
   "events",
   "ibm",
   "qradar",
   "siem",
   "using",
   "aql",
   "ariel"
  ]
 },
 {
  "name": "correlating-threat-campaigns",
  "description": "Correlates disparate security incidents, IOCs, and adversary behaviors across time and organizations to identify unified threat campaigns, attribute them to common threat actors, and extract shared indicators for improved detection. Use when multiple incidents exhibit overlapping indicators, when sector-wide attack campaigns require cross-organizational analysis, or when building campaign-level intelligence products. Activates for requests involving campaign analysis, incident clustering, cross-organizational IOC correlation, or MISP correlation engine.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/correlating-threat-campaigns/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/correlating-threat-campaigns/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to multiple incidents exhibit overlapping indicators, when sector-wide attack campaigns require cross-organizational analysis.",
  "example_prompts": [
   "Can you help me multiple incidents exhibit overlapping indicators, when sector-wide attack campaigns require cross-organizational?",
   "Walk me through correlating threat campaigns step by step",
   "What's the best way to approach correlating threat campaigns for my project?"
  ],
  "keywords": [
   "correlating-threat-campaigns",
   "correlates",
   "disparate",
   "security",
   "incidents",
   "iocs",
   "adversary",
   "behaviors",
   "across",
   "time"
  ]
 },
 {
  "name": "defending-llms-with-guardrails",
  "description": "Deploys Llama Guard 3 safety classification, NeMo Guardrails programmable dialogue rails, and LLM Guard input/output scanner pipelines as complementary runtime defenses that inspect and constrain LLM prompts and responses. Use when adding a production runtime safety layer to an LLM, RAG, or agent application to block jailbreaks, prompt injection (OWASP LLM01), toxic content, or sensitive-data leakage before it reaches or leaves the model.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/defending-llms-with-guardrails/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/defending-llms-with-guardrails/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're adding a production runtime safety layer to an LLM, RAG, or agent application to block jailbreaks, prompt injection.",
  "example_prompts": [
   "Help me with adding a production runtime safety layer to an LLM, RAG",
   "Walk me through defending llms with guardrails step by step",
   "What's the best way to approach defending llms with guardrails for my project?"
  ],
  "keywords": [
   "defending-llms-with-guardrails",
   "deploys",
   "llama",
   "guard",
   "safety",
   "classification",
   "nemo",
   "guardrails",
   "programmable",
   "dialogue"
  ]
 },
 {
  "name": "deobfuscating-javascript-malware",
  "description": "Deobfuscates malicious JavaScript found in phishing pages, web skimmers, and dropper scripts by reversing encoding layers, eval chains, string manipulation, and control-flow obfuscation to reveal the original malicious logic. Use when investigating a phishing page's obfuscated JavaScript, analyzing a Magecart-style web skimmer, or deobfuscating a JavaScript dropper that fetches second-stage malware.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/deobfuscating-javascript-malware/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/deobfuscating-javascript-malware/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating a phishing page's obfuscated JavaScript, analyzing a Magecart-style web skimmer.",
  "example_prompts": [
   "Help me with investigating a phishing page's obfuscated JavaScript, analyzing a Magecart-style web skimmer",
   "Walk me through deobfuscating javascript malware step by step",
   "What's the best way to approach deobfuscating javascript malware for my project?"
  ],
  "keywords": [
   "deobfuscating-javascript-malware",
   "deobfuscates",
   "malicious",
   "javascript",
   "found",
   "phishing",
   "pages",
   "web",
   "skimmers",
   "dropper"
  ]
 },
 {
  "name": "deobfuscating-powershell-obfuscated-malware",
  "description": "Systematically deobfuscates multi-layer PowerShell malware using AST analysis, dynamic tracing, and tools like PSDecode and PowerDecode to reveal hidden payloads and C2 infrastructure. Use during incident response or malware analysis when a PowerShell script is obfuscated with encoding, string manipulation, or invocation tricks and you need to recover the underlying commands, dropped payloads, or C2 endpoints.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/deobfuscating-powershell-obfuscated-malware/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/deobfuscating-powershell-obfuscated-malware/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for systematically deobfuscates multi-layer PowerShell malware using AST analysis, dynamic tracing.",
  "example_prompts": [
   "Can you help me systematically deobfuscates multi-layer PowerShell malware using AST analysis, dynamic tracing?",
   "Walk me through deobfuscating powershell obfuscated malware step by step",
   "What's the best way to approach deobfuscating powershell obfuscated malware for my project?"
  ],
  "keywords": [
   "deobfuscating-powershell-obfuscated-malware",
   "systematically",
   "deobfuscates",
   "multi-layer",
   "powershell",
   "malware",
   "using",
   "ast",
   "analysis",
   "dynamic"
  ]
 },
 {
  "name": "deploying-active-directory-honeytokens",
  "description": "Deploys deception-based honeytokens in Active Directory including fake privileged accounts with AdminCount=1, fake SPNs for Kerberoasting detection (honeyroasting), decoy GPOs with cpassword traps, and fake BloodHound paths. Monitors Windows Security Event IDs 4769, 4625, 4662, 5136 for honeytoken interaction. Use when implementing AD deception defenses for detecting lateral movement, credential theft, and reconnaissance.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/deploying-active-directory-honeytokens/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/deploying-active-directory-honeytokens/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're implementing AD deception defenses for detecting lateral movement, credential theft, and reconnaissance.",
  "example_prompts": [
   "Help me with implementing AD deception defenses for detecting lateral movement, credential theft",
   "Walk me through deploying active directory honeytokens step by step",
   "What's the best way to approach deploying active directory honeytokens for my project?"
  ],
  "keywords": [
   "deploying-active-directory-honeytokens",
   "deploys",
   "deception-based",
   "honeytokens",
   "active",
   "directory",
   "including",
   "fake",
   "privileged",
   "accounts"
  ]
 },
 {
  "name": "deploying-cloud-deception-with-decoy-resources",
  "description": "Deploy cloud-native deception across AWS, Azure, and GCP using decoy (honey) resources whose only purpose is to generate a high-fidelity alert the instant an attacker touches them: canary IAM access keys, permission-less decoy users/roles/service principals, honey object-storage buckets, and decoy secrets in Secrets Manager / Key Vault / Secret Manager. Wires detection through CloudTrail + EventBridge, Azure Sentinel honeytoken watchlists + Defender, and GCP Cloud Audit Logs, so any use of a decoy is routed to the SOC with near-zero false positives. Use when protecting cloud accounts and data stores, when an org has only on-prem honeypots and needs cloud coverage, when seeding fake AWS keys to catch credential theft and code-leak exposure, or when detecting cloud reconnaissance and lateral movement. Keywords: cloud deception, canary token AWS, honey S3 bucket, decoy IAM credentials, CloudTrail alert, GuardDuty, Sentinel honeytoken, decoy secret, honey service account, cloud honeypot, breach detection.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/deploying-cloud-deception-with-decoy-resources/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/deploying-cloud-deception-with-decoy-resources/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're protecting cloud accounts and data stores, when an org has only on-prem honeypots and needs cloud coverage.",
  "example_prompts": [
   "Help me with protecting cloud accounts and data stores, when an org has only",
   "Walk me through deploying cloud deception with decoy resources step by step",
   "What's the best way to approach deploying cloud deception with decoy resources for my project?"
  ],
  "keywords": [
   "deploying-cloud-deception-with-decoy-resources",
   "deploy",
   "cloud-native",
   "deception",
   "across",
   "aws",
   "azure",
   "gcp",
   "using",
   "decoy"
  ]
 },
 {
  "name": "deploying-cloudflare-access-for-zero-trust",
  "description": "Deploys Cloudflare Access with Cloudflare Tunnel for zero trust access to self-hosted apps, configuring identity-aware policies, device posture checks, and WARP client enrollment as a VPN replacement. Use when replacing VPN with Cloudflare One, exposing internal apps without open inbound ports, or securing contractor/third-party access to specific applications.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/deploying-cloudflare-access-for-zero-trust/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/deploying-cloudflare-access-for-zero-trust/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're replacing VPN with Cloudflare One, exposing internal apps without open inbound ports.",
  "example_prompts": [
   "Help me with replacing VPN with Cloudflare One, exposing internal apps without open inbound",
   "Walk me through deploying cloudflare access for zero trust step by step",
   "What's the best way to approach deploying cloudflare access for zero trust for my project?"
  ],
  "keywords": [
   "deploying-cloudflare-access-for-zero-trust",
   "deploys",
   "cloudflare",
   "access",
   "tunnel",
   "zero",
   "trust",
   "self-hosted",
   "apps",
   "configuring"
  ]
 },
 {
  "name": "deploying-decoy-files-for-ransomware-detection",
  "description": "Deploys canary files (honeytokens) across file systems to detect ransomware encryption activity in real time. Uses strategically placed decoy documents monitored via file integrity monitoring or OS-level watchdogs to trigger alerts when ransomware modifies or encrypts them. Activates for requests involving ransomware canary deployment, honeyfile setup, deception-based ransomware detection, or file integrity monitoring for encryption.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/deploying-decoy-files-for-ransomware-detection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/deploying-decoy-files-for-ransomware-detection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to deploy canary files across file systems to detect ransomware encryption activity in real time.",
  "example_prompts": [
   "Can you help me deploy canary files across file systems to detect ransomware encryption activity?",
   "Walk me through deploying decoy files for ransomware detection step by step",
   "What's the best way to approach deploying decoy files for ransomware detection for my project?"
  ],
  "keywords": [
   "deploying-decoy-files-for-ransomware-detection",
   "deploys",
   "canary",
   "files",
   "honeytokens",
   "across",
   "file",
   "systems",
   "detect",
   "ransomware"
  ]
 },
 {
  "name": "deploying-edr-agent-with-crowdstrike",
  "description": "Deploys and configures CrowdStrike Falcon EDR agents across enterprise endpoints to enable real-time threat detection, behavioral analysis, and automated response. Use when onboarding endpoints to EDR coverage, configuring detection policies, or integrating Falcon telemetry with SIEM platforms. Activates for requests involving CrowdStrike deployment, Falcon sensor installation, EDR policy configuration, or endpoint detection and response.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/deploying-edr-agent-with-crowdstrike/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/deploying-edr-agent-with-crowdstrike/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're onboarding endpoints to EDR coverage, configuring detection policies, or integrating Falcon telemetry with SIEM platforms.",
  "example_prompts": [
   "Help me with onboarding endpoints to EDR coverage, configuring detection policies, or integrating Falcon",
   "Walk me through deploying edr agent with crowdstrike step by step",
   "What's the best way to approach deploying edr agent with crowdstrike for my project?"
  ],
  "keywords": [
   "deploying-edr-agent-with-crowdstrike",
   "deploys",
   "configures",
   "crowdstrike",
   "falcon",
   "edr",
   "agents",
   "across",
   "enterprise",
   "endpoints"
  ]
 },
 {
  "name": "deploying-honeytokens-and-canarytokens",
  "description": "Plants Canarytokens-based decoy artifacts (honey credentials, DNS tokens, web-bug URLs, AWS keys, documents, kubeconfigs) using Thinkst's open-source Canarytokens project and alerts via email or webhook when a token is touched. Use for high-fidelity intrusion detection in low-telemetry areas like file shares or credential stores, or to catch credential dumping and data-theft staging.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/deploying-honeytokens-and-canarytokens/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/deploying-honeytokens-and-canarytokens/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to high-fidelity intrusion detection in low-telemetry areas like file shares or credential stores.",
  "example_prompts": [
   "Can you help me high-fidelity intrusion detection in low-telemetry areas like file shares or credential?",
   "Walk me through deploying honeytokens and canarytokens step by step",
   "What's the best way to approach deploying honeytokens and canarytokens for my project?"
  ],
  "keywords": [
   "deploying-honeytokens-and-canarytokens",
   "plants",
   "canarytokens-based",
   "decoy",
   "artifacts",
   "honey",
   "credentials",
   "dns",
   "tokens",
   "web-bug"
  ]
 },
 {
  "name": "deploying-osquery-for-endpoint-monitoring",
  "description": "Deploys and configures osquery for real-time endpoint monitoring using SQL-based queries to inspect running processes, open ports, installed software, and system configuration. Use when building visibility into endpoint state, threat hunting across fleet, or implementing compliance monitoring. Activates for requests involving osquery deployment, endpoint visibility, fleet management, or SQL-based endpoint querying.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/deploying-osquery-for-endpoint-monitoring/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/deploying-osquery-for-endpoint-monitoring/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building visibility into endpoint state, threat hunting across fleet, or implementing compliance monitoring.",
  "example_prompts": [
   "Help me with building visibility into endpoint state, threat hunting across fleet, or implementing",
   "Walk me through deploying osquery for endpoint monitoring step by step",
   "What's the best way to approach deploying osquery for endpoint monitoring for my project?"
  ],
  "keywords": [
   "deploying-osquery-for-endpoint-monitoring",
   "deploys",
   "configures",
   "osquery",
   "real-time",
   "endpoint",
   "monitoring",
   "using",
   "sql-based",
   "queries"
  ]
 },
 {
  "name": "deploying-palo-alto-prisma-access-zero-trust",
  "description": "Deploys Palo Alto Networks Prisma Access for SASE-based zero trust network access, configuring GlobalProtect agents, ZTNA Connectors, security policy enforcement, and Strata Cloud Manager integration for unified management. Use when implementing enterprise-grade SASE with integrated ZTNA/SWG/CASB/FWaaS, replacing both VPN and branch firewalls with cloud-delivered security, or integrating ZTNA with an existing Palo Alto NGFW estate.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/deploying-palo-alto-prisma-access-zero-trust/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/deploying-palo-alto-prisma-access-zero-trust/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're implementing enterprise-grade SASE with integrated ZTNA/SWG/CASB/FWaaS.",
  "example_prompts": [
   "Help me with implementing enterprise-grade SASE with integrated ZTNA/SWG/CASB/FWaaS",
   "Walk me through deploying palo alto prisma access zero trust step by step",
   "What's the best way to approach deploying palo alto prisma access zero trust for my project?"
  ],
  "keywords": [
   "deploying-palo-alto-prisma-access-zero-trust",
   "deploys",
   "palo",
   "alto",
   "networks",
   "prisma",
   "access",
   "sase-based",
   "zero",
   "trust"
  ]
 },
 {
  "name": "deploying-ransomware-canary-files",
  "description": "Deploys and monitors ransomware canary files using Python's watchdog library, placing decoy files mimicking high-value targets (financial records, credentials, database exports) where ransomware enumerates first, and alerting via email, Slack, or syslog on any read/modify/rename/delete. Use for early-warning ransomware detection on file servers, NAS, or endpoints, or to supplement EDR where agents can't be deployed.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/deploying-ransomware-canary-files/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/deploying-ransomware-canary-files/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're early-warning ransomware detection on file servers, NAS, or endpoints, or to supplement EDR where agents can't be deployed.",
  "example_prompts": [
   "Help me with early-warning ransomware detection on file servers, NAS, or endpoints, or",
   "Walk me through deploying ransomware canary files step by step",
   "What's the best way to approach deploying ransomware canary files for my project?"
  ],
  "keywords": [
   "deploying-ransomware-canary-files",
   "deploys",
   "monitors",
   "ransomware",
   "canary",
   "files",
   "using",
   "python",
   "watchdog",
   "library"
  ]
 },
 {
  "name": "deploying-software-defined-perimeter",
  "description": "Deploys a Software-Defined Perimeter per the CSA v2.0 specification, configuring Single Packet Authorization, mutual TLS, and SDP controller/gateway components to enforce zero trust network access. Use when building or hardening zero trust network architecture, implementing SPA-based \"invisible\" infrastructure that cloaks services from unauthenticated scanning, or meeting compliance requirements for zero trust network access.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/deploying-software-defined-perimeter/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/deploying-software-defined-perimeter/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building or hardening zero trust network architecture.",
  "example_prompts": [
   "Help me with building or hardening zero trust network architecture",
   "Walk me through deploying software defined perimeter step by step",
   "What's the best way to approach deploying software defined perimeter for my project?"
  ],
  "keywords": [
   "deploying-software-defined-perimeter",
   "deploys",
   "software-defined",
   "perimeter",
   "per",
   "csa",
   "specification",
   "configuring",
   "single",
   "packet"
  ]
 },
 {
  "name": "deploying-tailscale-for-zero-trust-vpn",
  "description": "Deploys and configures Tailscale (or self-hosted Headscale) as a WireGuard-based zero trust mesh VPN, setting up identity-aware ACLs, exit nodes, subnet routers, and MagicDNS for encrypted peer-to-peer connectivity. Use when replacing traditional VPN servers with an identity-authenticated mesh network or enforcing granular per-device access control lists.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/deploying-tailscale-for-zero-trust-vpn/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/deploying-tailscale-for-zero-trust-vpn/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're replacing traditional VPN servers with an identity-authenticated mesh network or enforcing granular per-device access control lists.",
  "example_prompts": [
   "Help me with replacing traditional VPN servers with an identity-authenticated mesh network or enforcing",
   "Walk me through deploying tailscale for zero trust vpn step by step",
   "What's the best way to approach deploying tailscale for zero trust vpn for my project?"
  ],
  "keywords": [
   "deploying-tailscale-for-zero-trust-vpn",
   "deploys",
   "configures",
   "tailscale",
   "self-hosted",
   "headscale",
   "wireguard-based",
   "zero",
   "trust",
   "mesh"
  ]
 },
 {
  "name": "designing-adversary-engagement-with-mitre-engage",
  "description": "Plan, run, and measure an adversary engagement operation using the MITRE Engage framework so that deployed deception is driven by strategy instead of deployed ad hoc. Covers the Engage Matrix (Prepare, Expose, Affect, Elicit, Understand), the 10-Step Operational Process, mapping engagement Activities to the ATT&CK techniques they expose, and defining measurable Goals and Operational Objectives. Use when a team has honeypots, honeytokens, or canary tokens but no coordinating strategy, when leadership asks \"should we engage attackers and how\", when building a deception/denial program, when writing an adversary engagement operation plan, or when deciding which deception Activities to deploy against a specific threat actor. Keywords: MITRE Engage, adversary engagement, cyber deception strategy, denial and deception, Engage Matrix, EAC, EGO, Expose Affect Elicit, deception program, honeypot strategy, engagement operation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/designing-adversary-engagement-with-mitre-engage/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/designing-adversary-engagement-with-mitre-engage/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a team has honeypots, honeytokens, or canary tokens but no coordinating strategy.",
  "example_prompts": [
   "I need help with a team has honeypots, honeytokens, or canary tokens but no coordinating",
   "Walk me through designing adversary engagement with mitre engage step by step",
   "What's the best way to approach designing adversary engagement with mitre engage for my project?"
  ],
  "keywords": [
   "designing-adversary-engagement-with-mitre-engage",
   "plan",
   "run",
   "measure",
   "adversary",
   "engagement",
   "operation",
   "using",
   "mitre",
   "engage"
  ]
 },
 {
  "name": "detecting-ai-model-prompt-injection-attacks",
  "description": "Detects prompt injection using regex signature matching, heuristic scoring for structural anomalies, and DeBERTa-based transformer classification, flagging direct injections (system-prompt overrides, role-play escapes) and indirect injections (encoded payloads, obfuscation) per OWASP LLM Top 10 (LLM01:2025). Use for input validation layers in chatbots/agents/RAG pipelines, or for retrospectively classifying injection attempts in logs or incident investigations.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-ai-model-prompt-injection-attacks/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-ai-model-prompt-injection-attacks/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to input validation layers in chatbots/agents/RAG pipelines, or for retrospectively classifying injection attempts in logs.",
  "example_prompts": [
   "Can you help me input validation layers in chatbots/agents/RAG pipelines, or for retrospectively classifying injection?",
   "Walk me through detecting ai model prompt injection attacks step by step",
   "What's the best way to approach detecting ai model prompt injection attacks for my project?"
  ],
  "keywords": [
   "detecting-ai-model-prompt-injection-attacks",
   "detects",
   "prompt",
   "injection",
   "using",
   "regex",
   "signature",
   "matching",
   "heuristic",
   "scoring"
  ]
 },
 {
  "name": "detecting-anomalies-in-industrial-control-systems",
  "description": "Deploys anomaly detection for OT/ICS environments using machine learning on OT network baselines, physics-based process models, and Modbus/DNP3/OPC UA traffic analysis to flag deviations, rogue devices, and mismatches against historian data. Use for continuous OT monitoring, baselining deterministic SCADA polling, or investigating alerts from Nozomi Guardian/Dragos needing deeper protocol analysis.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-anomalies-in-industrial-control-systems/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-anomalies-in-industrial-control-systems/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to continuous OT monitoring, baselining deterministic SCADA polling.",
  "example_prompts": [
   "Can you help me continuous OT monitoring, baselining deterministic SCADA polling?",
   "Walk me through detecting anomalies in industrial control systems step by step",
   "What's the best way to approach detecting anomalies in industrial control systems for my project?"
  ],
  "keywords": [
   "detecting-anomalies-in-industrial-control-systems",
   "deploys",
   "anomaly",
   "detection",
   "ics",
   "environments",
   "using",
   "machine",
   "learning",
   "network"
  ]
 },
 {
  "name": "detecting-anomalous-authentication-patterns",
  "description": "Detects anomalous authentication patterns using UEBA analytics, statistical baselines, and machine learning models to identify impossible travel, credential stuffing, brute force, password spraying, and compromised account behaviors across authentication logs. Activates for requests involving authentication anomaly detection, login behavior analysis, UEBA implementation, or suspicious sign-in investigation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-anomalous-authentication-patterns/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-anomalous-authentication-patterns/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to detect anomalous authentication patterns using UEBA analytics, statistical baselines.",
  "example_prompts": [
   "Can you help me detect anomalous authentication patterns using UEBA analytics, statistical baselines?",
   "Walk me through detecting anomalous authentication patterns step by step",
   "What's the best way to approach detecting anomalous authentication patterns for my project?"
  ],
  "keywords": [
   "detecting-anomalous-authentication-patterns",
   "detects",
   "anomalous",
   "authentication",
   "patterns",
   "using",
   "ueba",
   "analytics",
   "statistical",
   "baselines"
  ]
 },
 {
  "name": "detecting-api-enumeration-attacks",
  "description": "Detect API enumeration attacks (BOLA/IDOR, OWASP API1:2023) by writing SIEM detection rules that flag sequential or UUID identifier iteration, parameter tampering, and mixed 200/401/403 response patterns from API gateway and WAF logs. Use when investigating suspected object-level authorization abuse, building threat-hunting queries for API access-control bypass, or hardening API logging/rate-limiting against enumeration.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-api-enumeration-attacks/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-api-enumeration-attacks/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating suspected object-level authorization abuse, building threat-hunting queries for API access-control bypass.",
  "example_prompts": [
   "Help me with investigating suspected object-level authorization abuse, building threat-hunting queries for API access-control",
   "Walk me through detecting api enumeration attacks step by step",
   "What's the best way to approach detecting api enumeration attacks for my project?"
  ],
  "keywords": [
   "detecting-api-enumeration-attacks",
   "detect",
   "api",
   "enumeration",
   "attacks",
   "bola",
   "idor",
   "owasp",
   "api1",
   "writing"
  ]
 },
 {
  "name": "detecting-arp-poisoning-in-network-traffic",
  "description": "Detect Layer 2 ARP poisoning/spoofing by deploying ARPWatch, Dynamic ARP Inspection (DAI), Wireshark packet analysis, and custom Python monitoring scripts that flag gratuitous ARP floods, IP-to-MAC mapping changes, and duplicate IP addresses. Use when investigating suspected man-in-the-middle interception or session hijacking on a local network segment, or when building layer-2 anomaly detection for a SOC.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-arp-poisoning-in-network-traffic/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-arp-poisoning-in-network-traffic/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating suspected man-in-the-middle interception or session hijacking on a local network segment.",
  "example_prompts": [
   "Help me with investigating suspected man-in-the-middle interception or session hijacking on a local network",
   "Walk me through detecting arp poisoning in network traffic step by step",
   "What's the best way to approach detecting arp poisoning in network traffic for my project?"
  ],
  "keywords": [
   "detecting-arp-poisoning-in-network-traffic",
   "detect",
   "layer",
   "arp",
   "poisoning",
   "spoofing",
   "deploying",
   "arpwatch",
   "dynamic",
   "inspection"
  ]
 },
 {
  "name": "detecting-attacks-on-historian-servers",
  "description": "Detect cyber attacks on OT historian servers (OSIsoft PI, Ignition, GE Proficy, Wonderware InSQL) using a Python detector that flags unauthorized queries, data manipulation, and lateral-movement indicators as historians pivot between IT and OT networks. Use when monitoring historians bridging IT/OT zones for compromise, investigating historian-specific CVE exploitation, or validating historian data integrity after a suspected OT incident.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-attacks-on-historian-servers/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-attacks-on-historian-servers/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're monitoring historians bridging IT/OT zones for compromise, investigating historian-specific CVE exploitation.",
  "example_prompts": [
   "Help me with monitoring historians bridging IT/OT zones for compromise, investigating historian-specific CVE exploitation",
   "Walk me through detecting attacks on historian servers step by step",
   "What's the best way to approach detecting attacks on historian servers for my project?"
  ],
  "keywords": [
   "detecting-attacks-on-historian-servers",
   "detect",
   "cyber",
   "attacks",
   "historian",
   "servers",
   "osisoft",
   "ignition",
   "proficy",
   "wonderware"
  ]
 },
 {
  "name": "detecting-attacks-on-scada-systems",
  "description": "This skill covers detecting cyber attacks targeting Supervisory Control and Data Acquisition (SCADA) systems including man-in-the-middle attacks on industrial protocols, unauthorized command injection into PLCs, HMI compromise, historian data manipulation, and denial-of-service against control system communications. It leverages OT-specific intrusion detection systems, industrial protocol anomaly detection, and process data analytics to identify attacks that traditional IT security tools miss.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-attacks-on-scada-systems/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-attacks-on-scada-systems/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to cover detecting cyber attacks targeting Supervisory Control and Data Acquisition systems including man-in-the-middle attacks.",
  "example_prompts": [
   "Can you help me cover detecting cyber attacks targeting Supervisory Control and Data Acquisition systems?",
   "Walk me through detecting attacks on scada systems step by step",
   "What's the best way to approach detecting attacks on scada systems for my project?"
  ],
  "keywords": [
   "detecting-attacks-on-scada-systems",
   "covers",
   "detecting",
   "cyber",
   "attacks",
   "targeting",
   "supervisory",
   "control",
   "data",
   "acquisition"
  ]
 },
 {
  "name": "detecting-aws-cloudtrail-anomalies",
  "description": "Detect unusual API call patterns in AWS CloudTrail logs using boto3, statistical baselining, and behavioral analysis to identify credential compromise, privilege escalation, and unauthorized resource access.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-aws-cloudtrail-anomalies/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-aws-cloudtrail-anomalies/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to detect unusual API call patterns in AWS CloudTrail logs using boto3, statistical baselining.",
  "example_prompts": [
   "Can you help me detect unusual API call patterns in AWS CloudTrail logs using boto3?",
   "Walk me through detecting aws cloudtrail anomalies step by step",
   "What's the best way to approach detecting aws cloudtrail anomalies for my project?"
  ],
  "keywords": [
   "detecting-aws-cloudtrail-anomalies",
   "detect",
   "unusual",
   "api",
   "call",
   "patterns",
   "aws",
   "cloudtrail",
   "logs",
   "using"
  ]
 },
 {
  "name": "detecting-aws-credential-exposure-with-trufflehog",
  "description": "Scan source code repositories, CI/CD pipelines, and configuration files for exposed AWS credentials using TruffleHog, git-secrets, and AWS-native detection. Use when integrating secrets scanning into CI/CD, auditing repositories (including git history) for historically committed AWS keys, responding to a GuardDuty alert about credential use from an unexpected location, or verifying credential rotation removed all exposed keys.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-aws-credential-exposure-with-trufflehog/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-aws-credential-exposure-with-trufflehog/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're integrating secrets scanning into CI/CD, auditing repositories for historically committed AWS keys.",
  "example_prompts": [
   "Help me with integrating secrets scanning into CI/CD, auditing repositories for historically committed AWS",
   "Walk me through detecting aws credential exposure with trufflehog step by step",
   "What's the best way to approach detecting aws credential exposure with trufflehog for my project?"
  ],
  "keywords": [
   "detecting-aws-credential-exposure-with-trufflehog",
   "scan",
   "source",
   "code",
   "repositories",
   "pipelines",
   "configuration",
   "files",
   "exposed",
   "aws"
  ]
 },
 {
  "name": "detecting-aws-guardduty-findings-automation",
  "description": "Build automated AWS GuardDuty finding response pipelines using EventBridge and Lambda to trigger real-time incident response, automatically quarantine compromised resources, and route security notifications. Use when designing automated remediation playbooks for GuardDuty findings across VPC Flow Logs, CloudTrail, DNS, EKS, or S3 data events, or when reducing mean time to respond to cloud threats.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-aws-guardduty-findings-automation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-aws-guardduty-findings-automation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to build automated AWS GuardDuty finding response pipelines using EventBridge and Lambda.",
  "example_prompts": [
   "Can you help me build automated AWS GuardDuty finding response pipelines using EventBridge and Lambda?",
   "Walk me through detecting aws guardduty findings automation step by step",
   "What's the best way to approach detecting aws guardduty findings automation for my project?"
  ],
  "keywords": [
   "detecting-aws-guardduty-findings-automation",
   "build",
   "automated",
   "aws",
   "guardduty",
   "finding",
   "response",
   "pipelines",
   "using",
   "eventbridge"
  ]
 },
 {
  "name": "detecting-aws-iam-privilege-escalation",
  "description": "Detect AWS IAM privilege escalation paths using boto3 and Cloudsplaining policy analysis to identify overly permissive policies, dangerous permission combinations, and least-privilege violations",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-aws-iam-privilege-escalation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-aws-iam-privilege-escalation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to detect AWS IAM privilege escalation paths using boto3 and Cloudsplaining policy analysis to identify overly permissive.",
  "example_prompts": [
   "Can you help me detect AWS IAM privilege escalation paths using boto3 and Cloudsplaining policy?",
   "Walk me through detecting aws iam privilege escalation step by step",
   "What's the best way to approach detecting aws iam privilege escalation for my project?"
  ],
  "keywords": [
   "detecting-aws-iam-privilege-escalation",
   "detect",
   "aws",
   "iam",
   "privilege",
   "escalation",
   "paths",
   "using",
   "boto3",
   "cloudsplaining"
  ]
 },
 {
  "name": "detecting-azure-lateral-movement",
  "description": "Detect lateral movement in Azure AD/Entra ID environments using Microsoft Graph API audit logs, Azure Sentinel KQL hunting queries, and sign-in anomaly correlation to identify privilege escalation, token theft, and cross-tenant pivoting.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-azure-lateral-movement/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-azure-lateral-movement/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to detect lateral movement in Azure AD/Entra ID environments using Microsoft Graph API audit logs.",
  "example_prompts": [
   "Can you help me detect lateral movement in Azure AD/Entra ID environments using Microsoft Graph?",
   "Walk me through detecting azure lateral movement step by step",
   "What's the best way to approach detecting azure lateral movement for my project?"
  ],
  "keywords": [
   "detecting-azure-lateral-movement",
   "detect",
   "lateral",
   "movement",
   "azure",
   "entra",
   "environments",
   "using",
   "microsoft",
   "graph"
  ]
 },
 {
  "name": "detecting-azure-service-principal-abuse",
  "description": "Detect Azure service principal abuse in Microsoft Entra ID using KQL detection queries (Sentinel/Splunk) against Azure AD Audit and Sign-in Logs, covering added credentials, privileged role assignment, admin consent bypass, and service principal enumeration. Use when investigating suspected privilege escalation or persistence via service principals, or building threat-hunting queries for Entra ID identity abuse.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-azure-service-principal-abuse/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-azure-service-principal-abuse/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating suspected privilege escalation or persistence via service principals.",
  "example_prompts": [
   "Help me with investigating suspected privilege escalation or persistence via service principals",
   "Walk me through detecting azure service principal abuse step by step",
   "What's the best way to approach detecting azure service principal abuse for my project?"
  ],
  "keywords": [
   "detecting-azure-service-principal-abuse",
   "detect",
   "azure",
   "service",
   "principal",
   "abuse",
   "microsoft",
   "entra",
   "using",
   "kql"
  ]
 },
 {
  "name": "detecting-azure-storage-account-misconfigurations",
  "description": "Audit Azure Blob and ADLS storage accounts for public access exposure, weak or long-lived SAS tokens, missing encryption at rest, disabled HTTPS-only traffic, and outdated TLS versions, using the azure-mgmt-storage Python SDK to generate a risk-scored report. Use when assessing an Azure subscription's storage accounts for misconfiguration, building cloud security posture checks, or investigating a suspected data exposure via public blob access.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-azure-storage-account-misconfigurations/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-azure-storage-account-misconfigurations/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're assessing an Azure subscription's storage accounts for misconfiguration, building cloud security posture checks.",
  "example_prompts": [
   "Help me with assessing an Azure subscription's storage accounts for misconfiguration, building cloud security",
   "Walk me through detecting azure storage account misconfigurations step by step",
   "What's the best way to approach detecting azure storage account misconfigurations for my project?"
  ],
  "keywords": [
   "detecting-azure-storage-account-misconfigurations",
   "audit",
   "azure",
   "blob",
   "adls",
   "storage",
   "accounts",
   "public",
   "access",
   "exposure"
  ]
 },
 {
  "name": "detecting-beaconing-patterns-with-zeek",
  "description": "Performs statistical analysis of Zeek conn.log connection intervals to detect C2 beaconing patterns. Uses the ZAT library to load Zeek logs into Pandas DataFrames, calculates inter-arrival time standard deviation, and flags periodic connections with low jitter. Use when hunting for command-and-control callbacks in network data.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-beaconing-patterns-with-zeek/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-beaconing-patterns-with-zeek/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for command-and-control callbacks in network data.",
  "example_prompts": [
   "Help me with hunting for command-and-control callbacks in network data",
   "Walk me through detecting beaconing patterns with zeek step by step",
   "What's the best way to approach detecting beaconing patterns with zeek for my project?"
  ],
  "keywords": [
   "detecting-beaconing-patterns-with-zeek",
   "performs",
   "statistical",
   "analysis",
   "zeek",
   "conn",
   "log",
   "connection",
   "intervals",
   "detect"
  ]
 },
 {
  "name": "detecting-bluetooth-low-energy-attacks",
  "description": "Detects and analyzes Bluetooth Low Energy (BLE) security attacks including sniffing, replay attacks, GATT enumeration abuse, and Man-in-the-Middle interception. Uses Ubertooth One and nRF52840 sniffers for packet capture, the bleak Python library for GATT service enumeration, and crackle for BLE encryption cracking. Use when assessing IoT device BLE security, monitoring for BLE-based attacks on wireless infrastructure, or performing authorized BLE penetration testing. Activates for requests involving BLE security assessment, Ubertooth sniffing, GATT enumeration, or BLE replay detection.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-bluetooth-low-energy-attacks/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-bluetooth-low-energy-attacks/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're assessing IoT device BLE security, monitoring for BLE-based attacks on wireless infrastructure.",
  "example_prompts": [
   "Help me with assessing IoT device BLE security, monitoring for BLE-based attacks on wireless",
   "Walk me through detecting bluetooth low energy attacks step by step",
   "What's the best way to approach detecting bluetooth low energy attacks for my project?"
  ],
  "keywords": [
   "detecting-bluetooth-low-energy-attacks",
   "detects",
   "analyzes",
   "bluetooth",
   "low",
   "energy",
   "ble",
   "security",
   "attacks",
   "including"
  ]
 },
 {
  "name": "detecting-broken-object-property-level-authorization",
  "description": "Detect and test for OWASP API3:2023 Broken Object Property Level Authorization (BOPLA), covering excessive data exposure in API responses and mass assignment via injected request-body properties. Use when reviewing API responses/requests for over-exposed or over-writable object fields, or building detection rules and test cases for property-level authorization gaps that object-level checks miss.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-broken-object-property-level-authorization/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-broken-object-property-level-authorization/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're reviewing API responses/requests for over-exposed or over-writable object fields.",
  "example_prompts": [
   "Help me with reviewing API responses/requests for over-exposed or over-writable object fields",
   "Walk me through detecting broken object property level authorization step by step",
   "What's the best way to approach detecting broken object property level authorization for my project?"
  ],
  "keywords": [
   "detecting-broken-object-property-level-authorization",
   "detect",
   "test",
   "owasp",
   "api3",
   "broken",
   "object",
   "property",
   "level",
   "authorization"
  ]
 },
 {
  "name": "detecting-business-email-compromise-with-ai",
  "description": "Deploy AI and NLP-powered detection systems to identify business email compromise attacks by analyzing writing style, behavioral patterns, and contextual anomalies that evade traditional rule-based filters.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-business-email-compromise-with-ai/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-business-email-compromise-with-ai/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for deploy AI and NLP-powered detection systems to identify business email compromise attacks by analyzing writing style, behavioral patterns.",
  "example_prompts": [
   "Can you help me deploy AI and NLP-powered detection systems to identify business email compromise?",
   "Walk me through detecting business email compromise with ai step by step",
   "What's the best way to approach detecting business email compromise with ai for my project?"
  ],
  "keywords": [
   "detecting-business-email-compromise-with-ai",
   "deploy",
   "nlp-powered",
   "detection",
   "systems",
   "identify",
   "business",
   "email",
   "compromise",
   "attacks"
  ]
 },
 {
  "name": "detecting-business-email-compromise",
  "description": "Detect Business Email Compromise (BEC) fraud, where attackers impersonate executives or vendors to trick employees into wire transfers or data disclosure without malicious links, using email gateway rules, behavioral analytics, and financial process controls. Use when investigating a suspected executive/vendor impersonation email or building detection rules for social-engineering fund-transfer fraud.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-business-email-compromise/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-business-email-compromise/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating a suspected executive/vendor impersonation email.",
  "example_prompts": [
   "Help me with investigating a suspected executive/vendor impersonation email",
   "Walk me through detecting business email compromise step by step",
   "What's the best way to approach detecting business email compromise for my project?"
  ],
  "keywords": [
   "detecting-business-email-compromise",
   "detect",
   "business",
   "email",
   "compromise",
   "bec",
   "fraud",
   "where",
   "attackers",
   "impersonate"
  ]
 },
 {
  "name": "detecting-cloud-threats-with-guardduty",
  "description": "Deploy and operationalize Amazon GuardDuty, covering protection plans for S3, EKS, EC2 runtime monitoring, and Lambda, interpreting finding severity, and building automated response with EventBridge and Lambda. Use when establishing threat detection for AWS accounts, investigating findings on compromised instances or credential abuse, or building automated incident-response playbooks.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-cloud-threats-with-guardduty/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-cloud-threats-with-guardduty/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're establishing threat detection for AWS accounts, investigating findings on compromised instances or credential abuse.",
  "example_prompts": [
   "Help me with establishing threat detection for AWS accounts, investigating findings on compromised instances",
   "Walk me through detecting cloud threats with guardduty step by step",
   "What's the best way to approach detecting cloud threats with guardduty for my project?"
  ],
  "keywords": [
   "detecting-cloud-threats-with-guardduty",
   "deploy",
   "operationalize",
   "amazon",
   "guardduty",
   "covering",
   "protection",
   "plans",
   "eks",
   "ec2"
  ]
 },
 {
  "name": "detecting-command-and-control-over-dns",
  "description": "Detect command-and-control (C2) traffic tunneled over DNS from tools like Iodine, dnscat2, dns2tcp, and Cobalt Strike DNS beacon, using Shannon entropy analysis of query subdomains, ML-based DGA classification, passive DNS correlation, and Zeek/Suricata signatures. Use when investigating suspected DNS tunneling, classifying DGA domains, detecting DNS beaconing, or building DNS anomaly rules for a SOC/SIEM.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-command-and-control-over-dns/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-command-and-control-over-dns/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating suspected DNS tunneling, classifying DGA domains, detecting DNS beaconing.",
  "example_prompts": [
   "Help me with investigating suspected DNS tunneling, classifying DGA domains, detecting DNS beaconing",
   "Walk me through detecting command and control over dns step by step",
   "What's the best way to approach detecting command and control over dns for my project?"
  ],
  "keywords": [
   "detecting-command-and-control-over-dns",
   "detect",
   "command-and-control",
   "traffic",
   "tunneled",
   "over",
   "dns",
   "tools",
   "iodine",
   "dnscat2"
  ]
 },
 {
  "name": "detecting-compromised-cloud-credentials",
  "description": "Detect compromised cloud credentials across AWS, Azure, and GCP by analyzing anomalous API activity, impossible-travel patterns, and credential-stuffing indicators using GuardDuty, Microsoft Defender for Identity, and Google SCC Event Threat Detection. Use when investigating alerts about cloud API activity from unfamiliar locations, responding to an exposed-credential notification, or scoping a credential compromise.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-compromised-cloud-credentials/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-compromised-cloud-credentials/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating alerts about cloud API activity from unfamiliar locations, responding to an exposed-credential notification.",
  "example_prompts": [
   "Help me with investigating alerts about cloud API activity from unfamiliar locations, responding",
   "Walk me through detecting compromised cloud credentials step by step",
   "What's the best way to approach detecting compromised cloud credentials for my project?"
  ],
  "keywords": [
   "detecting-compromised-cloud-credentials",
   "detect",
   "compromised",
   "cloud",
   "credentials",
   "across",
   "aws",
   "azure",
   "gcp",
   "analyzing"
  ]
 },
 {
  "name": "detecting-container-drift-at-runtime",
  "description": "Detects unauthorized runtime drift in containers by monitoring binary execution, filesystem changes, and configuration deviation from the original immutable image, using Falco and Microsoft Defender for Containers. Use when validating immutable-infrastructure controls, hunting for unexpected package installs or binaries written inside a running container, or determining whether a container diverged from the image it was built from. Keywords: drift, immutable infrastructure, new binary executed, package install, image mismatch, Falco. Do not use for detecting breakout from the container to the host - use detecting-container-escape-attempts.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-container-drift-at-runtime/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-container-drift-at-runtime/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're validating immutable-infrastructure controls, hunting for unexpected package installs.",
  "example_prompts": [
   "Help me with validating immutable-infrastructure controls, hunting for unexpected package installs",
   "Walk me through detecting container drift at runtime step by step",
   "What's the best way to approach detecting container drift at runtime for my project?"
  ],
  "keywords": [
   "detecting-container-drift-at-runtime",
   "detects",
   "unauthorized",
   "runtime",
   "drift",
   "containers",
   "monitoring",
   "binary",
   "execution",
   "filesystem"
  ]
 },
 {
  "name": "detecting-container-escape-attempts",
  "description": "Detects container escape at runtime across tooling - namespace manipulation, capability abuse, kernel exploits, sensitive host mounts, and anomalous syscalls - and explains which signals matter regardless of whether Falco, Sysdig, auditd, or an EDR is doing the collection. Use when deciding what breakout behaviour to monitor, investigating a suspected Docker or Kubernetes breakout, or comparing escape coverage across runtime sensors. Keywords: container escape, breakout, namespaces, CAP_SYS_ADMIN, privileged, hostPath, kernel exploit, syscall. Do not use for Falco rule syntax itself - use detecting-container-escape-with-falco-rules; for a static configuration sweep use performing-container-escape-detection.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-container-escape-attempts/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-container-escape-attempts/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deciding what breakout behaviour to monitor, investigating a suspected Docker or Kubernetes breakout.",
  "example_prompts": [
   "Help me with deciding what breakout behaviour to monitor, investigating a suspected Docker",
   "Walk me through detecting container escape attempts step by step",
   "What's the best way to approach detecting container escape attempts for my project?"
  ],
  "keywords": [
   "detecting-container-escape-attempts",
   "detects",
   "container",
   "escape",
   "runtime",
   "across",
   "tooling",
   "namespace",
   "manipulation",
   "capability"
  ]
 },
 {
  "name": "detecting-container-escape-with-falco-rules",
  "description": "Writes and tunes Falco rule syntax for container escape detection - conditions, macros, lists, priorities, and output fields - covering host filesystem mounts, sensitive host path access, kernel module loading, and privileged capability abuse, including how to drive down false positives. Use when authoring or tuning a specific Falco rule for breakout behaviour, or triaging a noisy escape-related Falco alert. Keywords: Falco rule, macro, list, condition, priority, falco_rules.local.yaml, tuning, false positive. Do not use for deploying and operating Falco itself - use detecting-container-runtime-threats-with-falco; for tool-agnostic escape signals use detecting-container-escape-attempts.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-container-escape-with-falco-rules/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-container-escape-with-falco-rules/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're authoring or tuning a specific Falco rule for breakout behaviour, or triaging a noisy escape-related Falco alert.",
  "example_prompts": [
   "Help me with authoring or tuning a specific Falco rule for breakout behaviour",
   "Walk me through detecting container escape with falco rules step by step",
   "What's the best way to approach detecting container escape with falco rules for my project?"
  ],
  "keywords": [
   "detecting-container-escape-with-falco-rules",
   "writes",
   "tunes",
   "falco",
   "rule",
   "syntax",
   "container",
   "escape",
   "detection",
   "conditions"
  ]
 },
 {
  "name": "detecting-container-runtime-threats-with-falco",
  "description": "Deploys and operates Falco with the modern eBPF driver in Kubernetes and Docker, covering driver selection, Helm installation, output channels, and the built-in ruleset that detects container escape, namespace abuse, privileged mounts, and anomalous syscalls. Use when standing Falco up on a cluster, choosing between the eBPF and kernel-module drivers, routing Falco alerts into a SIEM or Falcosidekick, or upgrading an existing deployment. Keywords: Falco, modern_ebpf, kernel module, Helm, Falcosidekick, runtime security, syscall. Do not use for authoring individual escape rules - use detecting-container-escape-with-falco-rules.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-container-runtime-threats-with-falco/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-container-runtime-threats-with-falco/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're standing Falco up on a cluster, choosing between the eBPF and kernel-module drivers, routing Falco alerts into a SIEM.",
  "example_prompts": [
   "Help me with standing Falco up on a cluster, choosing between the eBPF",
   "Walk me through detecting container runtime threats with falco step by step",
   "What's the best way to approach detecting container runtime threats with falco for my project?"
  ],
  "keywords": [
   "detecting-container-runtime-threats-with-falco",
   "deploys",
   "operates",
   "falco",
   "modern",
   "ebpf",
   "driver",
   "kubernetes",
   "docker",
   "covering"
  ]
 },
 {
  "name": "detecting-credential-dumping-techniques",
  "description": "Detect LSASS credential dumping, SAM database extraction, and NTDS.dit theft (e.g. via Mimikatz) using Sysmon Event ID 10 process-access logging, Windows Security logs, and SIEM correlation rules. Use when hunting for credential-theft activity on Windows/Active Directory hosts or triaging EDR alerts on LSASS access.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-credential-dumping-techniques/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-credential-dumping-techniques/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for credential-theft activity on Windows/Active Directory hosts or triaging EDR alerts on LSASS access.",
  "example_prompts": [
   "Help me with hunting for credential-theft activity on Windows/Active Directory hosts or triaging EDR",
   "Walk me through detecting credential dumping techniques step by step",
   "What's the best way to approach detecting credential dumping techniques for my project?"
  ],
  "keywords": [
   "detecting-credential-dumping-techniques",
   "detect",
   "lsass",
   "credential",
   "dumping",
   "sam",
   "database",
   "extraction",
   "ntds",
   "dit"
  ]
 },
 {
  "name": "detecting-cryptomining-in-cloud",
  "description": "This skill teaches security teams how to detect and respond to unauthorized cryptocurrency mining operations in cloud environments. It covers identifying cryptomining indicators through compute usage anomalies, network traffic patterns to mining pools, GuardDuty CryptoCurrency findings, and runtime process monitoring on EC2, ECS, EKS, and Azure Automation workloads.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-cryptomining-in-cloud/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-cryptomining-in-cloud/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to teach security teams how to detect and respond to unauthorized cryptocurrency mining operations in cloud environments.",
  "example_prompts": [
   "Can you help me teach security teams how to detect and respond to unauthorized cryptocurrency?",
   "Walk me through detecting cryptomining in cloud step by step",
   "What's the best way to approach detecting cryptomining in cloud for my project?"
  ],
  "keywords": [
   "detecting-cryptomining-in-cloud",
   "teaches",
   "security",
   "teams",
   "how",
   "detect",
   "respond",
   "unauthorized",
   "cryptocurrency",
   "mining"
  ]
 },
 {
  "name": "detecting-data-and-model-poisoning",
  "description": "Identify poisoned training data and backdoored ML models across the pipeline using IBM's Adversarial Robustness Toolbox (activation clustering, spectral signatures, trigger reconstruction), Cleanlab for label-quality issues, and supply-chain checks like weight-hash verification and safetensors enforcement. Use before training or deploying on third-party/user-contributed data or downloaded checkpoints, during ML supply-chain reviews, or when investigating model misbehavior tied to specific inputs (suspected backdoor trigger).",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-data-and-model-poisoning/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-data-and-model-poisoning/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for identify poisoned training data and backdoored ML models across the pipeline using IBM's Adversarial Robustness Toolbox.",
  "example_prompts": [
   "Can you help me identify poisoned training data and backdoored ML models across the pipeline?",
   "Walk me through detecting data and model poisoning step by step",
   "What's the best way to approach detecting data and model poisoning for my project?"
  ],
  "keywords": [
   "detecting-data-and-model-poisoning",
   "identify",
   "poisoned",
   "training",
   "data",
   "backdoored",
   "models",
   "across",
   "pipeline",
   "using"
  ]
 },
 {
  "name": "detecting-dcsync-attack-in-active-directory",
  "description": "Detect DCSync attacks (MITRE T1003.006) where adversaries abuse Active Directory replication privileges to extract password hashes, by auditing Event ID 4662 for the DS-Replication-Get-Changes GUIDs and flagging non-domain-controller accounts issuing DsGetNCChanges RPC calls. Use when hunting for credential theft via Mimikatz lsadump::dcsync or Impacket secretsdump, investigating lateral movement with domain admin credentials, or auditing AD replication permissions.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-dcsync-attack-in-active-directory/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-dcsync-attack-in-active-directory/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for credential theft via Mimikatz lsadump::dcsync or Impacket secretsdump.",
  "example_prompts": [
   "Help me with hunting for credential theft via Mimikatz lsadump::dcsync or Impacket secretsdump",
   "Walk me through detecting dcsync attack in active directory step by step",
   "What's the best way to approach detecting dcsync attack in active directory for my project?"
  ],
  "keywords": [
   "detecting-dcsync-attack-in-active-directory",
   "detect",
   "dcsync",
   "attacks",
   "mitre",
   "t1003",
   "where",
   "adversaries",
   "abuse",
   "active"
  ]
 },
 {
  "name": "detecting-deepfake-audio-in-vishing-attacks",
  "description": "Detect AI-generated deepfake audio used in voice phishing (vishing) by extracting spectral features (MFCC, spectral centroid, spectral contrast, zero-crossing rate) and classifying samples with machine learning models, supporting batch audio analysis, confidence scoring, and forensic reporting. Use for deepfake voice detection, vishing investigations, AI-generated speech analysis, voice cloning detection, or audio authenticity verification.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-deepfake-audio-in-vishing-attacks/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-deepfake-audio-in-vishing-attacks/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to deepfake voice detection, vishing investigations, AI-generated speech analysis, voice cloning detection.",
  "example_prompts": [
   "Can you help me deepfake voice detection, vishing investigations, AI-generated speech analysis, voice cloning detection?",
   "Walk me through detecting deepfake audio in vishing attacks step by step",
   "What's the best way to approach detecting deepfake audio in vishing attacks for my project?"
  ],
  "keywords": [
   "detecting-deepfake-audio-in-vishing-attacks",
   "detect",
   "ai-generated",
   "deepfake",
   "audio",
   "used",
   "voice",
   "phishing",
   "vishing",
   "extracting"
  ]
 },
 {
  "name": "detecting-dependency-confusion",
  "description": "Detect and prevent dependency confusion (public-over-private package name resolution) in npm, PyPI, and Maven by enumerating claimable internal package names with tools like `confused` and OWASP `dep-scan`, then enforcing source restrictions via `.npmrc`, `pip.conf`/`pyproject.toml`, and Maven `settings.xml`. Use when onboarding a repo to a supply-chain security program, auditing lockfiles/manifests for confusable dependencies, or after an incident that may have leaked internal package names.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-dependency-confusion/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-dependency-confusion/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're onboarding a repo to a supply-chain security program, auditing lockfiles/manifests for confusable dependencies.",
  "example_prompts": [
   "Help me with onboarding a repo to a supply-chain security program, auditing lockfiles/manifests",
   "Walk me through detecting dependency confusion step by step",
   "What's the best way to approach detecting dependency confusion for my project?"
  ],
  "keywords": [
   "detecting-dependency-confusion",
   "detect",
   "prevent",
   "dependency",
   "confusion",
   "public-over-private",
   "package",
   "name",
   "resolution",
   "npm"
  ]
 },
 {
  "name": "detecting-dll-sideloading-attacks",
  "description": "Detect DLL side-loading and search-order hijacking (MITRE T1574) where adversaries plant malicious DLLs for legitimate signed applications to load, by analyzing Sysmon Event ID 7 DLL-load events, checking signatures/hashes against known-good versions, and flagging path anomalies with EDR tools like CrowdStrike, MDE, or SentinelOne. Use when investigating EDR alerts on unsigned DLLs, hunting for APT persistence via trojanized applications, or triaging incidents involving DLL hijacking.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-dll-sideloading-attacks/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-dll-sideloading-attacks/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating EDR alerts on unsigned DLLs, hunting for APT persistence via trojanized applications.",
  "example_prompts": [
   "Help me with investigating EDR alerts on unsigned DLLs, hunting for APT persistence via",
   "Walk me through detecting dll sideloading attacks step by step",
   "What's the best way to approach detecting dll sideloading attacks for my project?"
  ],
  "keywords": [
   "detecting-dll-sideloading-attacks",
   "detect",
   "dll",
   "side-loading",
   "search-order",
   "hijacking",
   "mitre",
   "t1574",
   "where",
   "adversaries"
  ]
 },
 {
  "name": "detecting-dnp3-protocol-anomalies",
  "description": "Detect anomalies in DNP3 communications used in SCADA/ICS systems by monitoring unauthorized control commands, firmware update attempts, protocol violations, and deviations from baseline traffic using deep packet inspection and machine learning approaches. Use when securing energy-sector or other OT/ICS networks, investigating suspicious DNP3 master/outstation activity, or building an anomaly-based IDS for industrial control traffic.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-dnp3-protocol-anomalies/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-dnp3-protocol-anomalies/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're securing energy-sector or other OT/ICS networks, investigating suspicious DNP3 master/outstation activity.",
  "example_prompts": [
   "Help me with securing energy-sector or other OT/ICS networks, investigating suspicious DNP3 master/outstation activity",
   "Walk me through detecting dnp3 protocol anomalies step by step",
   "What's the best way to approach detecting dnp3 protocol anomalies for my project?"
  ],
  "keywords": [
   "detecting-dnp3-protocol-anomalies",
   "detect",
   "anomalies",
   "dnp3",
   "communications",
   "used",
   "scada",
   "ics",
   "systems",
   "monitoring"
  ]
 },
 {
  "name": "detecting-dns-exfiltration-with-dns-query-analysis",
  "description": "Detect data exfiltration via DNS tunneling (tools like iodine, dnscat2, dns2tcp) by analyzing query entropy, subdomain length, query volume to single domains, TXT/CNAME/NULL record abuse, and oversized response payloads using passive DNS monitoring and statistical/ML methods. Use when hunting for covert DNS-based data exfiltration or building a passive DNS anomaly detection capability.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-dns-exfiltration-with-dns-query-analysis/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-dns-exfiltration-with-dns-query-analysis/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for covert DNS-based data exfiltration or building a passive DNS anomaly detection capability.",
  "example_prompts": [
   "Help me with hunting for covert DNS-based data exfiltration or building a passive DNS",
   "Walk me through detecting dns exfiltration with dns query analysis step by step",
   "What's the best way to approach detecting dns exfiltration with dns query analysis for my project?"
  ],
  "keywords": [
   "detecting-dns-exfiltration-with-dns-query-analysis",
   "detect",
   "data",
   "exfiltration",
   "via",
   "dns",
   "tunneling",
   "tools",
   "iodine",
   "dnscat2"
  ]
 },
 {
  "name": "detecting-email-account-compromise",
  "description": "Detect compromised O365 and Google Workspace email accounts by analyzing Unified Audit Logs and Azure AD sign-in logs for impossible travel, inbox rule creation/deletion (Set-InboxRule, New-InboxRule), external mail forwarding rules, and unusual Microsoft Graph API access or OAuth token use. Use when investigating suspected business email compromise (BEC), account takeover, or mailbox persistence via malicious inbox rules.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-email-account-compromise/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-email-account-compromise/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating suspected business email compromise , account takeover, or mailbox persistence via malicious inbox rules.",
  "example_prompts": [
   "Help me with investigating suspected business email compromise , account takeover, or mailbox persistence",
   "Walk me through detecting email account compromise step by step",
   "What's the best way to approach detecting email account compromise for my project?"
  ],
  "keywords": [
   "detecting-email-account-compromise",
   "detect",
   "compromised",
   "o365",
   "google",
   "workspace",
   "email",
   "accounts",
   "analyzing",
   "unified"
  ]
 },
 {
  "name": "detecting-email-forwarding-rules-attack",
  "description": "Detect malicious inbox/mail-flow forwarding rules that adversaries create to maintain persistent access to email communications for intelligence collection and business email compromise. Use when hunting for suspicious auto-forwarding, hidden mailbox rules, or T1114-style email collection persistence after a compromised account or BEC incident.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-email-forwarding-rules-attack/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-email-forwarding-rules-attack/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for suspicious auto-forwarding, hidden mailbox rules.",
  "example_prompts": [
   "Help me with hunting for suspicious auto-forwarding, hidden mailbox rules",
   "Walk me through detecting email forwarding rules attack step by step",
   "What's the best way to approach detecting email forwarding rules attack for my project?"
  ],
  "keywords": [
   "detecting-email-forwarding-rules-attack",
   "detect",
   "malicious",
   "inbox",
   "mail-flow",
   "forwarding",
   "rules",
   "adversaries",
   "create",
   "maintain"
  ]
 },
 {
  "name": "detecting-entra-offensive-tools-in-graph-logs",
  "description": "Hunt AADGraphActivityLogs and MicrosoftGraphActivityLogs in Microsoft Sentinel/Log Analytics using KQL to fingerprint offensive Entra ID enumeration tools such as ROADtools, AADInternals, and AzureHound, including User-Agent signatures, roadrecon endpoint sweeps, and sign-in correlation. Use when investigating suspicious Microsoft Graph API activity, Entra ID reconnaissance, or building Sentinel analytics rules to detect these tools.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-entra-offensive-tools-in-graph-logs/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-entra-offensive-tools-in-graph-logs/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating suspicious Microsoft Graph API activity, Entra ID reconnaissance.",
  "example_prompts": [
   "Help me with investigating suspicious Microsoft Graph API activity, Entra ID reconnaissance",
   "Walk me through detecting entra offensive tools in graph logs step by step",
   "What's the best way to approach detecting entra offensive tools in graph logs for my project?"
  ],
  "keywords": [
   "detecting-entra-offensive-tools-in-graph-logs",
   "hunt",
   "aadgraphactivitylogs",
   "microsoftgraphactivitylogs",
   "microsoft",
   "sentinel",
   "log",
   "analytics",
   "using",
   "kql"
  ]
 },
 {
  "name": "detecting-evasion-techniques-in-endpoint-logs",
  "description": "Detects defense evasion techniques used by adversaries in endpoint logs including log tampering, timestomping, process injection, and security tool disabling. Use when investigating suspicious endpoint behavior, building detection rules for evasion tactics, or conducting threat hunting for stealthy adversary activity. Activates for requests involving evasion detection, defense evasion analysis, log tampering detection, or MITRE ATT&CK TA0005.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-evasion-techniques-in-endpoint-logs/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-evasion-techniques-in-endpoint-logs/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating suspicious endpoint behavior, building detection rules for evasion tactics.",
  "example_prompts": [
   "Help me with investigating suspicious endpoint behavior, building detection rules for evasion tactics",
   "Walk me through detecting evasion techniques in endpoint logs step by step",
   "What's the best way to approach detecting evasion techniques in endpoint logs for my project?"
  ],
  "keywords": [
   "detecting-evasion-techniques-in-endpoint-logs",
   "detects",
   "defense",
   "evasion",
   "techniques",
   "used",
   "adversaries",
   "endpoint",
   "logs",
   "including"
  ]
 },
 {
  "name": "detecting-exfiltration-over-dns-with-zeek",
  "description": "Detect DNS-based data exfiltration by analyzing Zeek dns.log for high-entropy subdomains, oversized TXT/NULL records, and anomalous query volume or patterns. Use when investigating suspected DNS tunneling, covert C2 over DNS, or data exfiltration hidden in DNS queries against network traffic captured by Zeek.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-exfiltration-over-dns-with-zeek/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-exfiltration-over-dns-with-zeek/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating suspected DNS tunneling, covert C2 over DNS.",
  "example_prompts": [
   "Help me with investigating suspected DNS tunneling, covert C2 over DNS",
   "Walk me through detecting exfiltration over dns with zeek step by step",
   "What's the best way to approach detecting exfiltration over dns with zeek for my project?"
  ],
  "keywords": [
   "detecting-exfiltration-over-dns-with-zeek",
   "detect",
   "dns-based",
   "data",
   "exfiltration",
   "analyzing",
   "zeek",
   "dns",
   "log",
   "high-entropy"
  ]
 },
 {
  "name": "detecting-fileless-attacks-on-endpoints",
  "description": "Detects fileless malware and in-memory attacks that execute entirely in RAM without writing persistent files to disk, evading traditional antivirus. Use when building detections for PowerShell-based attacks, reflective DLL injection, WMI persistence, and registry-resident malware. Activates for requests involving fileless malware detection, in-memory attacks, PowerShell exploitation, or living-off-the-land techniques.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-fileless-attacks-on-endpoints/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-fileless-attacks-on-endpoints/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building detections for PowerShell-based attacks, reflective DLL injection, WMI persistence, and registry-resident malware.",
  "example_prompts": [
   "Help me with building detections for PowerShell-based attacks, reflective DLL injection, WMI persistence",
   "Walk me through detecting fileless attacks on endpoints step by step",
   "What's the best way to approach detecting fileless attacks on endpoints for my project?"
  ],
  "keywords": [
   "detecting-fileless-attacks-on-endpoints",
   "detects",
   "fileless",
   "malware",
   "in-memory",
   "attacks",
   "execute",
   "entirely",
   "ram",
   "without"
  ]
 },
 {
  "name": "detecting-fileless-malware-techniques",
  "description": "Detects and analyzes fileless malware that operates entirely in memory using PowerShell, WMI, .NET reflection, registry-resident payloads, and living-off-the-land binaries (LOLBins) without writing traditional executable files to disk. Use for requests involving fileless threat detection, in-memory malware investigation, LOLBin abuse analysis, or WMI persistence examination.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-fileless-malware-techniques/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-fileless-malware-techniques/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to requests involving fileless threat detection, in-memory malware investigation, LOLBin abuse analysis.",
  "example_prompts": [
   "Can you help me requests involving fileless threat detection, in-memory malware investigation, LOLBin abuse analysis?",
   "Walk me through detecting fileless malware techniques step by step",
   "What's the best way to approach detecting fileless malware techniques for my project?"
  ],
  "keywords": [
   "detecting-fileless-malware-techniques",
   "detects",
   "analyzes",
   "fileless",
   "malware",
   "operates",
   "entirely",
   "memory",
   "using",
   "powershell"
  ]
 },
 {
  "name": "detecting-golden-ticket-attacks-in-kerberos-logs",
  "description": "Detect Golden Ticket attacks in Active Directory using Splunk and KQL queries against domain controller event logs, looking for Kerberos TGT anomalies such as mismatched encryption types, impossible ticket lifetimes, non-existent accounts, and forged PAC signatures. Use when hunting for Kerberos ticket forgery or krbtgt-based persistence (MITRE T1558.001) in AD environments.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-golden-ticket-attacks-in-kerberos-logs/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-golden-ticket-attacks-in-kerberos-logs/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for Kerberos ticket forgery or krbtgt-based persistence in AD environments.",
  "example_prompts": [
   "Help me with hunting for Kerberos ticket forgery or krbtgt-based persistence in AD environments",
   "Walk me through detecting golden ticket attacks in kerberos logs step by step",
   "What's the best way to approach detecting golden ticket attacks in kerberos logs for my project?"
  ],
  "keywords": [
   "detecting-golden-ticket-attacks-in-kerberos-logs",
   "detect",
   "golden",
   "ticket",
   "attacks",
   "active",
   "directory",
   "using",
   "splunk",
   "kql"
  ]
 },
 {
  "name": "detecting-golden-ticket-forgery",
  "description": "Detect Kerberos Golden Ticket forgery (e.g. Mimikatz-forged tickets) by analyzing Windows Event ID 4769 for RC4 encryption downgrades (0x17), abnormal ticket lifetimes, and krbtgt account anomalies using Splunk and Elastic SIEM queries. Use when investigating suspected forged Kerberos tickets or krbtgt credential theft in Active Directory.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-golden-ticket-forgery/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-golden-ticket-forgery/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating suspected forged Kerberos tickets or krbtgt credential theft in Active Directory.",
  "example_prompts": [
   "Help me with investigating suspected forged Kerberos tickets or krbtgt credential theft in Active",
   "Walk me through detecting golden ticket forgery step by step",
   "What's the best way to approach detecting golden ticket forgery for my project?"
  ],
  "keywords": [
   "detecting-golden-ticket-forgery",
   "detect",
   "kerberos",
   "golden",
   "ticket",
   "forgery",
   "mimikatz-forged",
   "tickets",
   "analyzing",
   "windows"
  ]
 },
 {
  "name": "detecting-indirect-prompt-injection",
  "description": "Detect and defend against indirect prompt injection hidden in web pages, documents, and images consumed by an agent, via content extraction (HTML/PDF/OCR), normalization, and scanning with LLM Guard's PromptInjection scanner or Hugging Face Prompt Guard 2. Use when an agent ingests untrusted external content and you need to screen it for injected instructions before the LLM processes it.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-indirect-prompt-injection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-indirect-prompt-injection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when an agent ingests untrusted external content and you need to screen it for injected instructions before the LLM processes it.",
  "example_prompts": [
   "I need help with an agent ingests untrusted external content and you need to screen",
   "Walk me through detecting indirect prompt injection step by step",
   "What's the best way to approach detecting indirect prompt injection for my project?"
  ],
  "keywords": [
   "detecting-indirect-prompt-injection",
   "detect",
   "defend",
   "against",
   "indirect",
   "prompt",
   "injection",
   "hidden",
   "web",
   "pages"
  ]
 },
 {
  "name": "detecting-insider-data-exfiltration-via-dlp",
  "description": "Detects insider data exfiltration by analyzing DLP policy violations, file access patterns, upload volume anomalies, and off-hours activity in endpoint and cloud logs. Uses pandas for behavioral analytics and statistical baselines. Use when investigating insider threats or building user behavior analytics for data loss prevention.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-insider-data-exfiltration-via-dlp/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-insider-data-exfiltration-via-dlp/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating insider threats or building user behavior analytics for data loss prevention.",
  "example_prompts": [
   "Help me with investigating insider threats or building user behavior analytics for data loss",
   "Walk me through detecting insider data exfiltration via dlp step by step",
   "What's the best way to approach detecting insider data exfiltration via dlp for my project?"
  ],
  "keywords": [
   "detecting-insider-data-exfiltration-via-dlp",
   "detects",
   "insider",
   "data",
   "exfiltration",
   "analyzing",
   "dlp",
   "policy",
   "violations",
   "file"
  ]
 },
 {
  "name": "detecting-insider-threat-behaviors",
  "description": "Detect insider threat behavioral indicators including unusual data access, off-hours activity, mass file downloads, privilege abuse, and resignation-correlated data theft. Use when proactively threat-hunting for malicious or negligent insider activity, or when investigating a departing or disgruntled employee for potential data theft.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-insider-threat-behaviors/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-insider-threat-behaviors/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to proactively threat-hunting for malicious or negligent insider activity, or when investigating a departing.",
  "example_prompts": [
   "Can you help me proactively threat-hunting for malicious or negligent insider activity, or when investigating?",
   "Walk me through detecting insider threat behaviors step by step",
   "What's the best way to approach detecting insider threat behaviors for my project?"
  ],
  "keywords": [
   "detecting-insider-threat-behaviors",
   "detect",
   "insider",
   "threat",
   "behavioral",
   "indicators",
   "including",
   "unusual",
   "data",
   "access"
  ]
 },
 {
  "name": "detecting-insider-threat-with-ueba",
  "description": "Implement User and Entity Behavior Analytics (UEBA) using Elasticsearch/OpenSearch to build behavioral baselines, calculate anomaly scores, perform peer group analysis, and alert on insider threat indicators such as data exfiltration, privilege abuse, and unauthorized access. Use when building or tuning a UEBA pipeline rather than a one-off manual hunt.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-insider-threat-with-ueba/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-insider-threat-with-ueba/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building or tuning a UEBA pipeline rather than a one-off manual hunt.",
  "example_prompts": [
   "Help me with building or tuning a UEBA pipeline rather than a one-off manual",
   "Walk me through detecting insider threat with ueba step by step",
   "What's the best way to approach detecting insider threat with ueba for my project?"
  ],
  "keywords": [
   "detecting-insider-threat-with-ueba",
   "implement",
   "entity",
   "behavior",
   "analytics",
   "ueba",
   "using",
   "elasticsearch",
   "opensearch",
   "build"
  ]
 },
 {
  "name": "detecting-kerberoasting-attacks",
  "description": "Detect Kerberoasting attacks by monitoring for anomalous Kerberos TGS requests (Event ID 4769) targeting service accounts with SPNs, which attackers request offline to crack service account passwords. Use when hunting for MITRE T1558 credential access activity or investigating suspected service account password cracking attempts in Active Directory Kerberos logs.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-kerberoasting-attacks/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-kerberoasting-attacks/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for MITRE T1558 credential access activity or investigating suspected service account password cracking attempts in Active.",
  "example_prompts": [
   "Help me with hunting for MITRE T1558 credential access activity or investigating suspected service",
   "Walk me through detecting kerberoasting attacks step by step",
   "What's the best way to approach detecting kerberoasting attacks for my project?"
  ],
  "keywords": [
   "detecting-kerberoasting-attacks",
   "detect",
   "kerberoasting",
   "attacks",
   "monitoring",
   "anomalous",
   "kerberos",
   "tgs",
   "requests",
   "event"
  ]
 },
 {
  "name": "exploiting-aws-with-pacu",
  "description": "Runs the Pacu AWS exploitation framework end-to-end — session and credential setup, IAM enumeration, automated privilege-escalation scanning via iam__privesc_scan, and persistence/backdooring modules like iam__backdoor_users_keys. Use for authorized AWS penetration tests or red-team engagements, assessing blast radius from a compromised IAM credential, or generating attacker telemetry for purple-team detection testing.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-aws-with-pacu/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-aws-with-pacu/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to authorized AWS penetration tests or red-team engagements, assessing blast radius from a compromised IAM credential.",
  "example_prompts": [
   "Can you help me authorized AWS penetration tests or red-team engagements, assessing blast radius from?",
   "Walk me through exploiting aws with pacu step by step",
   "What's the best way to approach exploiting aws with pacu for my project?"
  ],
  "keywords": [
   "exploiting-aws-with-pacu",
   "runs",
   "pacu",
   "aws",
   "exploitation",
   "framework",
   "end-to-end",
   "session",
   "credential",
   "setup"
  ]
 },
 {
  "name": "detecting-lateral-movement-in-network",
  "description": "Identifies lateral movement techniques in enterprise networks by analyzing authentication logs, network flows, SMB traffic, and RDP sessions using Zeek, Velociraptor, and SIEM correlation rules to detect attackers moving between systems.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-lateral-movement-in-network/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-lateral-movement-in-network/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to identify lateral movement techniques in enterprise networks by analyzing authentication logs, network flows, SMB traffic.",
  "example_prompts": [
   "Can you help me identify lateral movement techniques in enterprise networks by analyzing authentication logs?",
   "Walk me through detecting lateral movement in network step by step",
   "What's the best way to approach detecting lateral movement in network for my project?"
  ],
  "keywords": [
   "detecting-lateral-movement-in-network",
   "identifies",
   "lateral",
   "movement",
   "techniques",
   "enterprise",
   "networks",
   "analyzing",
   "authentication",
   "logs"
  ]
 },
 {
  "name": "detecting-lateral-movement-with-splunk",
  "description": "Detect adversary lateral movement across networks using Splunk SPL queries against Windows authentication logs, SMB traffic, and remote service (WMI/PsExec/RDP) abuse. Use when hunting for MITRE ATT&CK TA0008 lateral movement activity or investigating suspected pivoting between hosts during an incident, with Splunk as the SIEM.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-lateral-movement-with-splunk/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-lateral-movement-with-splunk/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for MITRE ATT&CK TA0008 lateral movement activity or investigating suspected pivoting between hosts during an incident.",
  "example_prompts": [
   "Help me with hunting for MITRE ATT&CK TA0008 lateral movement activity or investigating suspected",
   "Walk me through detecting lateral movement with splunk step by step",
   "What's the best way to approach detecting lateral movement with splunk for my project?"
  ],
  "keywords": [
   "detecting-lateral-movement-with-splunk",
   "detect",
   "adversary",
   "lateral",
   "movement",
   "across",
   "networks",
   "using",
   "splunk",
   "spl"
  ]
 },
 {
  "name": "detecting-lateral-movement-with-zeek",
  "description": "Detect lateral movement in network traffic using Zeek (formerly Bro) log analysis. Parses conn.log, smb_mapping.log, smb_files.log, dce_rpc.log, kerberos.log, and ntlm.log to identify SMB file transfers, NTLM account spray activity, remote service execution, and anomalous internal connections.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-lateral-movement-with-zeek/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-lateral-movement-with-zeek/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to detect lateral movement in network traffic using Zeek log analysis.",
  "example_prompts": [
   "Can you help me detect lateral movement in network traffic using Zeek log analysis?",
   "Walk me through detecting lateral movement with zeek step by step",
   "What's the best way to approach detecting lateral movement with zeek for my project?"
  ],
  "keywords": [
   "detecting-lateral-movement-with-zeek",
   "detect",
   "lateral",
   "movement",
   "network",
   "traffic",
   "using",
   "zeek",
   "formerly",
   "bro"
  ]
 },
 {
  "name": "detecting-living-off-the-land-attacks",
  "description": "Detect abuse of legitimate Windows binaries (LOLBins) used for living off the land attacks. Monitors process creation, command-line arguments, and parent-child relationships to identify suspicious LOLBin execution patterns.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-living-off-the-land-attacks/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-living-off-the-land-attacks/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to detect abuse of legitimate Windows binaries used for living off the land attacks.",
  "example_prompts": [
   "Can you help me detect abuse of legitimate Windows binaries used for living off?",
   "Walk me through detecting living off the land attacks step by step",
   "What's the best way to approach detecting living off the land attacks for my project?"
  ],
  "keywords": [
   "detecting-living-off-the-land-attacks",
   "detect",
   "abuse",
   "legitimate",
   "windows",
   "binaries",
   "lolbins",
   "used",
   "living",
   "off"
  ]
 },
 {
  "name": "detecting-living-off-the-land-with-lolbas",
  "description": "Detect Living Off the Land Binaries (LOLBins/LOLBAS) abuse including certutil, regsvr32, mshta, and rundll32 via process telemetry, Sigma rules, and parent-child process analysis with Sysmon endpoint data. Use when hunting for adversaries abusing built-in Windows binaries to download, execute, or proxy malicious code while evading traditional executable-based detection.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-living-off-the-land-with-lolbas/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-living-off-the-land-with-lolbas/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for adversaries abusing built-in Windows binaries to download, execute.",
  "example_prompts": [
   "Help me with hunting for adversaries abusing built-in Windows binaries to download, execute",
   "Walk me through detecting living off the land with lolbas step by step",
   "What's the best way to approach detecting living off the land with lolbas for my project?"
  ],
  "keywords": [
   "detecting-living-off-the-land-with-lolbas",
   "detect",
   "living",
   "off",
   "land",
   "binaries",
   "lolbins",
   "lolbas",
   "abuse",
   "including"
  ]
 },
 {
  "name": "detecting-malicious-npm-packages",
  "description": "Triage npm packages and lockfiles for install-script malware, credential exfiltration, and worming behavior using GuardDog, manual tarball inspection, and dynamic detonation with network/filesystem monitoring. Use when vetting a new dependency, reviewing a package.json/package-lock.json during code review, checking lockfiles against a supply-chain advisory's known-bad versions, or investigating a host suspected of installing a trojanized package.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-malicious-npm-packages/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-malicious-npm-packages/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're vetting a new dependency, reviewing a package.",
  "example_prompts": [
   "Help me with vetting a new dependency, reviewing a package",
   "Walk me through detecting malicious npm packages step by step",
   "What's the best way to approach detecting malicious npm packages for my project?"
  ],
  "keywords": [
   "detecting-malicious-npm-packages",
   "triage",
   "npm",
   "packages",
   "lockfiles",
   "install-script",
   "malware",
   "credential",
   "exfiltration",
   "worming"
  ]
 },
 {
  "name": "detecting-malicious-scheduled-tasks-with-sysmon",
  "description": "Detect malicious scheduled task creation and modification using Sysmon Event IDs 1 (Process Create for schtasks.exe), 11 (File Create for task XML), and Windows Security Event 4698/4702. The analyst correlates task creation with suspicious parent processes, public directory paths, and encoded command arguments to identify persistence and lateral movement via scheduled tasks. Activates for requests involving scheduled task detection, Sysmon persistence hunting, or T1053.005 Scheduled Task/Job analysis.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-malicious-scheduled-tasks-with-sysmon/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-malicious-scheduled-tasks-with-sysmon/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to detect malicious scheduled task creation and modification using Sysmon Event IDs 1 , 11 , and Windows Security Event 4698/4702.",
  "example_prompts": [
   "Can you help me detect malicious scheduled task creation and modification using Sysmon Event IDs?",
   "Walk me through detecting malicious scheduled tasks with sysmon step by step",
   "What's the best way to approach detecting malicious scheduled tasks with sysmon for my project?"
  ],
  "keywords": [
   "detecting-malicious-scheduled-tasks-with-sysmon",
   "detect",
   "malicious",
   "scheduled",
   "task",
   "creation",
   "modification",
   "using",
   "sysmon",
   "event"
  ]
 },
 {
  "name": "detecting-mimikatz-execution-patterns",
  "description": "Detect Mimikatz credential-dumping activity via command-line pattern matching, LSASS access signatures, binary/hash indicators, and in-memory detection of known Mimikatz modules. Use when threat hunting for T1003 credential access, triaging EDR/SIEM alerts on LSASS access, scoping compromise during incident response, or validating detection coverage in a purple team exercise.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-mimikatz-execution-patterns/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-mimikatz-execution-patterns/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to threat hunting for T1003 credential access, triaging EDR/SIEM alerts on LSASS access.",
  "example_prompts": [
   "Can you help me threat hunting for T1003 credential access, triaging EDR/SIEM alerts on LSASS?",
   "Walk me through detecting mimikatz execution patterns step by step",
   "What's the best way to approach detecting mimikatz execution patterns for my project?"
  ],
  "keywords": [
   "detecting-mimikatz-execution-patterns",
   "detect",
   "mimikatz",
   "credential-dumping",
   "activity",
   "via",
   "command-line",
   "pattern",
   "matching",
   "lsass"
  ]
 },
 {
  "name": "detecting-misconfigured-azure-storage",
  "description": "Audit Azure Storage accounts for public blob containers, missing encryption, overly permissive SAS tokens, disabled logging, and network access violations using Azure CLI, PowerShell, and Microsoft Defender for Storage. Use for storage security audits across subscriptions, responding to Defender for Storage anonymous-access alerts, verifying compliance controls, or setting security baselines when onboarding a subscription.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-misconfigured-azure-storage/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-misconfigured-azure-storage/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to storage security audits across subscriptions, responding to Defender for Storage anonymous-access alerts.",
  "example_prompts": [
   "Can you help me storage security audits across subscriptions, responding to Defender for Storage anonymous-access?",
   "Walk me through detecting misconfigured azure storage step by step",
   "What's the best way to approach detecting misconfigured azure storage for my project?"
  ],
  "keywords": [
   "detecting-misconfigured-azure-storage",
   "audit",
   "azure",
   "storage",
   "accounts",
   "public",
   "blob",
   "containers",
   "missing",
   "encryption"
  ]
 },
 {
  "name": "detecting-mobile-malware-behavior",
  "description": "Detects and analyzes malicious behavior in mobile applications through behavioral analysis, permission abuse detection, network traffic monitoring, and dynamic instrumentation. Use when analyzing suspicious mobile applications for data exfiltration, command-and-control communication, credential stealing, SMS interception, or other malware indicators. Activates for requests involving mobile malware analysis, app behavior monitoring, trojan detection, or suspicious app investigation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-mobile-malware-behavior/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-mobile-malware-behavior/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're analyzing suspicious mobile applications for data exfiltration, command-and-control communication, credential stealing.",
  "example_prompts": [
   "Help me with analyzing suspicious mobile applications for data exfiltration, command-and-control communication, credential stealing",
   "Walk me through detecting mobile malware behavior step by step",
   "What's the best way to approach detecting mobile malware behavior for my project?"
  ],
  "keywords": [
   "detecting-mobile-malware-behavior",
   "detects",
   "analyzes",
   "malicious",
   "behavior",
   "mobile",
   "applications",
   "through",
   "behavioral",
   "analysis"
  ]
 },
 {
  "name": "detecting-modbus-command-injection-attacks",
  "description": "Detect command injection against Modbus TCP/RTU in ICS/SCADA environments by monitoring unauthorized writes, anomalous function codes, malformed frames, and deviations from communication baselines using ICS-aware IDS and deep packet inspection. Use when deploying IDS for Modbus OT networks, investigating unauthorized PLC register/coil changes, or responding to FrostyGoop-style Modbus attacks.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-modbus-command-injection-attacks/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-modbus-command-injection-attacks/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying IDS for Modbus OT networks, investigating unauthorized PLC register/coil changes.",
  "example_prompts": [
   "Help me with deploying IDS for Modbus OT networks, investigating unauthorized PLC register/coil changes",
   "Walk me through detecting modbus command injection attacks step by step",
   "What's the best way to approach detecting modbus command injection attacks for my project?"
  ],
  "keywords": [
   "detecting-modbus-command-injection-attacks",
   "detect",
   "command",
   "injection",
   "against",
   "modbus",
   "tcp",
   "rtu",
   "ics",
   "scada"
  ]
 },
 {
  "name": "detecting-modbus-protocol-anomalies",
  "description": "Detect anomalies in Modbus/TCP and Modbus RTU industrial traffic via function code monitoring, register range validation, timing analysis, and deep packet inspection, using Zeek's Modbus analyzer, Suricata IDS with OT rules, and Python Markov chain models of normal transaction sequences. Use for deploying Modbus IDS in OT environments, baselining polling patterns, investigating suspicious Modbus traffic, or building function code allowlists.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-modbus-protocol-anomalies/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-modbus-protocol-anomalies/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying Modbus IDS in OT environments, baselining polling patterns, investigating suspicious Modbus traffic.",
  "example_prompts": [
   "Help me with deploying Modbus IDS in OT environments, baselining polling patterns, investigating suspicious",
   "Walk me through detecting modbus protocol anomalies step by step",
   "What's the best way to approach detecting modbus protocol anomalies for my project?"
  ],
  "keywords": [
   "detecting-modbus-protocol-anomalies",
   "detect",
   "anomalies",
   "modbus",
   "tcp",
   "rtu",
   "industrial",
   "traffic",
   "via",
   "function"
  ]
 },
 {
  "name": "detecting-model-extraction-attacks",
  "description": "Detect MITRE ATLAS AML.T0024 attacks (model stealing, inversion, membership inference) performed via inference-API abuse, by monitoring per-principal query volume/distribution, rate-limiting and perturbing outputs, and red-teaming your model's extractability. Use for a public or partner inference API needing cloning/inversion/membership-inference detection, or a pre-deployment red-team exercise to measure extraction risk.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-model-extraction-attacks/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-model-extraction-attacks/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a public or partner inference API needing cloning/inversion/membership-inference detection.",
  "example_prompts": [
   "I need help with a public or partner inference API needing cloning/inversion/membership-inference detection",
   "Walk me through detecting model extraction attacks step by step",
   "What's the best way to approach detecting model extraction attacks for my project?"
  ],
  "keywords": [
   "detecting-model-extraction-attacks",
   "detect",
   "mitre",
   "atlas",
   "aml",
   "t0024",
   "attacks",
   "model",
   "stealing",
   "inversion"
  ]
 },
 {
  "name": "detecting-network-anomalies-with-zeek",
  "description": "Deploy and configure Zeek (formerly Bro) to passively analyze network traffic, generate structured connection/DNS/HTTP/SSL/file logs, detect anomalous behavior, and write custom scripts for organization-specific threats. Use for passive monitoring at network choke points, feeding SIEM/threat hunting with protocol metadata, or retrospective log analysis during incident response; not a substitute for inline IDS/IPS or host agents.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-network-anomalies-with-zeek/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-network-anomalies-with-zeek/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to passive monitoring at network choke points, feeding SIEM/threat hunting with protocol metadata.",
  "example_prompts": [
   "Can you help me passive monitoring at network choke points, feeding SIEM/threat hunting with protocol?",
   "Walk me through detecting network anomalies with zeek step by step",
   "What's the best way to approach detecting network anomalies with zeek for my project?"
  ],
  "keywords": [
   "detecting-network-anomalies-with-zeek",
   "deploy",
   "configure",
   "zeek",
   "formerly",
   "bro",
   "passively",
   "analyze",
   "network",
   "traffic"
  ]
 },
 {
  "name": "detecting-network-scanning-with-ids-signatures",
  "description": "Detect network reconnaissance and port scanning using Suricata and Snort IDS signatures, threshold-based detection rules, and traffic anomaly analysis to identify Nmap, Masscan, and custom scanning activity.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-network-scanning-with-ids-signatures/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-network-scanning-with-ids-signatures/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to detect network reconnaissance and port scanning using Suricata and Snort IDS signatures, threshold-based detection rules.",
  "example_prompts": [
   "Can you help me detect network reconnaissance and port scanning using Suricata and Snort IDS?",
   "Walk me through detecting network scanning with ids signatures step by step",
   "What's the best way to approach detecting network scanning with ids signatures for my project?"
  ],
  "keywords": [
   "detecting-network-scanning-with-ids-signatures",
   "detect",
   "network",
   "reconnaissance",
   "port",
   "scanning",
   "using",
   "suricata",
   "snort",
   "ids"
  ]
 },
 {
  "name": "detecting-ntlm-relay-with-event-correlation",
  "description": "Detect NTLM relay attacks (T1557.001) by correlating Windows Event 4624 LogonType 3 for IP-to-hostname mismatches, identifying Responder/LLMNR poisoning artifacts, auditing SMB/LDAP signing, and flagging NTLMv2-to-NTLMv1 downgrades. Use for hunting credential relay in NTLM-enabled AD, investigating auth-source anomalies, building SIEM correlation rules, or responding to PetitPotam/DFSCoerce/PrinterBug alerts.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-ntlm-relay-with-event-correlation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-ntlm-relay-with-event-correlation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting credential relay in NTLM-enabled AD, investigating auth-source anomalies, building SIEM correlation rules.",
  "example_prompts": [
   "Help me with hunting credential relay in NTLM-enabled AD, investigating auth-source anomalies, building SIEM",
   "Walk me through detecting ntlm relay with event correlation step by step",
   "What's the best way to approach detecting ntlm relay with event correlation for my project?"
  ],
  "keywords": [
   "detecting-ntlm-relay-with-event-correlation",
   "detect",
   "ntlm",
   "relay",
   "attacks",
   "t1557",
   "correlating",
   "windows",
   "event",
   "logontype"
  ]
 },
 {
  "name": "detecting-oauth-token-theft",
  "description": "Detect and respond to OAuth token theft and replay in Microsoft Entra ID (Azure AD), covering access token theft, refresh token replay, Primary Refresh Token (PRT) abuse, pass-the-cookie attacks, and Token Protection conditional access policies. Use for impossible-travel or anomalous token-usage alerts, suspected session hijacking, sign-in log analysis, or configuring token-binding defenses in Azure/M365.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-oauth-token-theft/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-oauth-token-theft/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to impossible-travel or anomalous token-usage alerts, suspected session hijacking, sign-in log analysis.",
  "example_prompts": [
   "Can you help me impossible-travel or anomalous token-usage alerts, suspected session hijacking, sign-in log analysis?",
   "Walk me through detecting oauth token theft step by step",
   "What's the best way to approach detecting oauth token theft for my project?"
  ],
  "keywords": [
   "detecting-oauth-token-theft",
   "detect",
   "respond",
   "oauth",
   "token",
   "theft",
   "replay",
   "microsoft",
   "entra",
   "azure"
  ]
 },
 {
  "name": "detecting-pass-the-hash-attacks",
  "description": "Detect Pass-the-Hash (T1550.002) attacks by analyzing NTLM authentication patterns, flagging Type 3 logons using NTLM where Kerberos would be expected, and correlating with credential-dumping indicators. Use when threat hunting for lateral movement via stolen NTLM hashes, triaging EDR/SIEM alerts on suspicious NTLM logons, scoping compromise during incident response, or validating detection coverage in a purple team exercise.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-pass-the-hash-attacks/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-pass-the-hash-attacks/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to threat hunting for lateral movement via stolen NTLM hashes, triaging EDR/SIEM alerts on suspicious NTLM logons.",
  "example_prompts": [
   "Can you help me threat hunting for lateral movement via stolen NTLM hashes, triaging EDR/SIEM?",
   "Walk me through detecting pass the hash attacks step by step",
   "What's the best way to approach detecting pass the hash attacks for my project?"
  ],
  "keywords": [
   "detecting-pass-the-hash-attacks",
   "detect",
   "pass-the-hash",
   "t1550",
   "attacks",
   "analyzing",
   "ntlm",
   "authentication",
   "patterns",
   "flagging"
  ]
 },
 {
  "name": "detecting-pass-the-ticket-attacks",
  "description": "Detect Kerberos Pass-the-Ticket (PtT) attacks by analyzing Windows Event IDs 4768, 4769, and 4771 for anomalous ticket usage patterns, with detection queries for Splunk and Elastic SIEM. Use when investigating incidents involving stolen or replayed Kerberos tickets, building detection rules or threat hunting queries for ticket abuse, or validating SOC monitoring coverage for credential-theft attack techniques.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-pass-the-ticket-attacks/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-pass-the-ticket-attacks/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating incidents involving stolen or replayed Kerberos tickets, building detection rules.",
  "example_prompts": [
   "Help me with investigating incidents involving stolen or replayed Kerberos tickets, building detection rules",
   "Walk me through detecting pass the ticket attacks step by step",
   "What's the best way to approach detecting pass the ticket attacks for my project?"
  ],
  "keywords": [
   "detecting-pass-the-ticket-attacks",
   "detect",
   "kerberos",
   "pass-the-ticket",
   "ptt",
   "attacks",
   "analyzing",
   "windows",
   "event",
   "ids"
  ]
 },
 {
  "name": "detecting-port-scanning-with-fail2ban",
  "description": "Configures Fail2ban with custom filters and actions to detect port scanning activity, SSH brute force attempts, and network reconnaissance, automatically banning offending IP addresses and alerting security teams to suspicious network probing.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-port-scanning-with-fail2ban/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-port-scanning-with-fail2ban/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to configure Fail2ban with custom filters and actions to detect port scanning activity, SSH brute force attempts.",
  "example_prompts": [
   "Can you help me configure Fail2ban with custom filters and actions to detect port scanning?",
   "Walk me through detecting port scanning with fail2ban step by step",
   "What's the best way to approach detecting port scanning with fail2ban for my project?"
  ],
  "keywords": [
   "detecting-port-scanning-with-fail2ban",
   "configures",
   "fail2ban",
   "custom",
   "filters",
   "actions",
   "detect",
   "port",
   "scanning",
   "activity"
  ]
 },
 {
  "name": "detecting-privilege-escalation-attempts",
  "description": "Detect privilege escalation attempts across Windows and Linux, including access token manipulation, UAC bypass, unquoted service path abuse, kernel exploits, and sudo/doas abuse. Use when threat hunting for T1068-style privilege escalation, triaging EDR/SIEM alerts on suspicious privilege changes, scoping compromise during incident response, or validating detection coverage in a purple team exercise.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-privilege-escalation-attempts/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-privilege-escalation-attempts/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to threat hunting for T1068-style privilege escalation, triaging EDR/SIEM alerts on suspicious privilege changes.",
  "example_prompts": [
   "Can you help me threat hunting for T1068-style privilege escalation, triaging EDR/SIEM alerts on suspicious?",
   "Walk me through detecting privilege escalation attempts step by step",
   "What's the best way to approach detecting privilege escalation attempts for my project?"
  ],
  "keywords": [
   "detecting-privilege-escalation-attempts",
   "detect",
   "privilege",
   "escalation",
   "attempts",
   "across",
   "windows",
   "linux",
   "including",
   "access"
  ]
 },
 {
  "name": "detecting-privilege-escalation-in-kubernetes-pods",
  "description": "Detects and prevents privilege escalation inside Kubernetes pods by combining admission control (OPA policies), runtime monitoring (Falco), and audit log analysis of security contexts, Linux capabilities, and syscall patterns. Use when investigating a pod running as root or privileged, hardening workloads against in-pod escalation, or hunting for containers exceeding their intended scope. Keywords: allowPrivilegeEscalation, runAsRoot, capabilities, securityContext, OPA, Falco, audit log. Do not use for escalation through RBAC and service-account permissions - use auditing-kubernetes-rbac-privilege-escalation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-privilege-escalation-in-kubernetes-pods/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-privilege-escalation-in-kubernetes-pods/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating a pod running as root or privileged, hardening workloads against in-pod escalation.",
  "example_prompts": [
   "Help me with investigating a pod running as root or privileged, hardening workloads against",
   "Walk me through detecting privilege escalation in kubernetes pods step by step",
   "What's the best way to approach detecting privilege escalation in kubernetes pods for my project?"
  ],
  "keywords": [
   "detecting-privilege-escalation-in-kubernetes-pods",
   "detects",
   "prevents",
   "privilege",
   "escalation",
   "inside",
   "kubernetes",
   "pods",
   "combining",
   "admission"
  ]
 },
 {
  "name": "detecting-process-hollowing-technique",
  "description": "Detect process hollowing (MITRE T1055.012) by analyzing memory-mapped sections, hollowed process indicators, and parent-child anomalies using EDR telemetry, Volatility's malfind plugin, pe-sieve, Hollows Hunter, and Sysmon Event ID 25. Use when investigating a legitimate-looking process (svchost.exe, explorer.exe, rundll32.exe) suspected of hosting injected code via NtUnmapViewOfSection.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-process-hollowing-technique/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-process-hollowing-technique/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating a legitimate-looking process suspected of hosting injected code via NtUnmapViewOfSection.",
  "example_prompts": [
   "Help me with investigating a legitimate-looking process suspected of hosting injected code via NtUnmapViewOfSection",
   "Walk me through detecting process hollowing technique step by step",
   "What's the best way to approach detecting process hollowing technique for my project?"
  ],
  "keywords": [
   "detecting-process-hollowing-technique",
   "detect",
   "process",
   "hollowing",
   "mitre",
   "t1055",
   "analyzing",
   "memory-mapped",
   "sections",
   "hollowed"
  ]
 },
 {
  "name": "detecting-process-injection-techniques",
  "description": "Detects and analyzes process injection techniques used by malware including classic DLL injection, process hollowing, APC injection, thread hijacking, and reflective loading. Uses memory forensics, API monitoring, and behavioral analysis to identify injection artifacts. Activates for requests involving process injection detection, code injection analysis, hollowed process investigation, or in-memory threat detection.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-process-injection-techniques/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-process-injection-techniques/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to detect and analyzes process injection techniques used by malware including classic DLL injection, process hollowing.",
  "example_prompts": [
   "Can you help me detect and analyzes process injection techniques used by malware including classic?",
   "Walk me through detecting process injection techniques step by step",
   "What's the best way to approach detecting process injection techniques for my project?"
  ],
  "keywords": [
   "detecting-process-injection-techniques",
   "detects",
   "analyzes",
   "process",
   "injection",
   "techniques",
   "used",
   "malware",
   "including",
   "classic"
  ]
 },
 {
  "name": "detecting-qr-code-phishing-with-email-security",
  "description": "Detect and prevent QR code phishing (quishing) attacks that embed malicious URLs inside QR code images to bypass link-based email security, using image-based threat detection, OCR/QR decoding, and mobile-side scanning (Microsoft Defender for O365, Proofpoint TAP, Barracuda Multimodal AI). Use when configuring gateway rules against QR phishing or investigating suspicious emails containing QR codes.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-qr-code-phishing-with-email-security/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-qr-code-phishing-with-email-security/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're configuring gateway rules against QR phishing or investigating suspicious emails containing QR codes.",
  "example_prompts": [
   "Help me with configuring gateway rules against QR phishing or investigating suspicious emails containing",
   "Walk me through detecting qr code phishing with email security step by step",
   "What's the best way to approach detecting qr code phishing with email security for my project?"
  ],
  "keywords": [
   "detecting-qr-code-phishing-with-email-security",
   "detect",
   "prevent",
   "code",
   "phishing",
   "quishing",
   "attacks",
   "embed",
   "malicious",
   "urls"
  ]
 },
 {
  "name": "detecting-ransomware-encryption-behavior",
  "description": "Detects ransomware encryption activity in real time using entropy analysis, file system I/O monitoring (Sysmon, watchdog, psutil), and behavioral scoring to identify mass file modification, abnormal entropy spikes in written data, and suspicious process behavior characteristic of encryption routines. Use when building real-time ransomware detection, tuning entropy thresholds, or investigating suspected active encryption on an endpoint.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-ransomware-encryption-behavior/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-ransomware-encryption-behavior/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building real-time ransomware detection, tuning entropy thresholds, or investigating suspected active encryption on an endpoint.",
  "example_prompts": [
   "Help me with building real-time ransomware detection, tuning entropy thresholds, or investigating suspected active",
   "Walk me through detecting ransomware encryption behavior step by step",
   "What's the best way to approach detecting ransomware encryption behavior for my project?"
  ],
  "keywords": [
   "detecting-ransomware-encryption-behavior",
   "detects",
   "ransomware",
   "encryption",
   "activity",
   "real",
   "time",
   "using",
   "entropy",
   "analysis"
  ]
 },
 {
  "name": "detecting-ransomware-precursors-in-network",
  "description": "Detects early-stage ransomware indicators in network traffic before encryption begins, including initial access broker activity, command-and-control beaconing, credential harvesting, reconnaissance scanning, and staging behavior. Uses network detection tools (Zeek, Suricata, Arkime), SIEM correlation rules, and threat intelligence feeds to identify ransomware precursor patterns such as Cobalt Strike beacons, Mimikatz network signatures, and RDP brute-force attempts. Activates for requests involving pre-ransomware detection, network-based ransomware indicators, or early warning ransomware monitoring.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-ransomware-precursors-in-network/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-ransomware-precursors-in-network/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to detect early-stage ransomware indicators in network traffic before encryption begins.",
  "example_prompts": [
   "Can you help me detect early-stage ransomware indicators in network traffic before encryption begins?",
   "Walk me through detecting ransomware precursors in network step by step",
   "What's the best way to approach detecting ransomware precursors in network for my project?"
  ],
  "keywords": [
   "detecting-ransomware-precursors-in-network",
   "detects",
   "early-stage",
   "ransomware",
   "indicators",
   "network",
   "traffic",
   "before",
   "encryption",
   "begins"
  ]
 },
 {
  "name": "detecting-rdp-brute-force-attacks",
  "description": "Detect RDP brute force attacks by parsing Windows Security Event Logs (EVTX files, via python-evtx) for failed logon patterns (Event ID 4625, Logon Type 10/3), correlating with successful logons (Event ID 4624), and analyzing NLA failures and source IP frequency. Use when investigating exposed RDP endpoints, building SIEM detection rules for credential guessing, or confirming whether a compromised account followed a brute-force pattern.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-rdp-brute-force-attacks/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-rdp-brute-force-attacks/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating exposed RDP endpoints, building SIEM detection rules for credential guessing.",
  "example_prompts": [
   "Help me with investigating exposed RDP endpoints, building SIEM detection rules for credential guessing",
   "Walk me through detecting rdp brute force attacks step by step",
   "What's the best way to approach detecting rdp brute force attacks for my project?"
  ],
  "keywords": [
   "detecting-rdp-brute-force-attacks",
   "detect",
   "rdp",
   "brute",
   "force",
   "attacks",
   "parsing",
   "windows",
   "security",
   "event"
  ]
 },
 {
  "name": "detecting-rootkit-activity",
  "description": "Detects rootkit presence on compromised systems by identifying hidden processes, hooked system calls, modified kernel structures, and covert network connections using Volatility memory forensics, cross-view detection, and tools like GMER, rkhunter, chkrootkit, and RootkitRevealer. Use when standard tools (Task Manager, netstat, AV/EDR) show nothing abnormal but compromise is suspected.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-rootkit-activity/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-rootkit-activity/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to standard tools show nothing abnormal but compromise is suspected.",
  "example_prompts": [
   "Can you help me standard tools show nothing abnormal but compromise is suspected?",
   "Walk me through detecting rootkit activity step by step",
   "What's the best way to approach detecting rootkit activity for my project?"
  ],
  "keywords": [
   "detecting-rootkit-activity",
   "detects",
   "rootkit",
   "presence",
   "compromised",
   "systems",
   "identifying",
   "hidden",
   "processes",
   "hooked"
  ]
 },
 {
  "name": "detecting-s3-data-exfiltration-attempts",
  "description": "Detecting data exfiltration attempts from AWS S3 buckets by analyzing CloudTrail S3 data events, VPC Flow Logs, GuardDuty findings, Amazon Macie alerts, and S3 access patterns to identify unauthorized bulk downloads and cross-account data transfers.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-s3-data-exfiltration-attempts/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-s3-data-exfiltration-attempts/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for detecting data exfiltration attempts from AWS S3 buckets by analyzing CloudTrail S3 data events, VPC Flow Logs, GuardDuty findings.",
  "example_prompts": [
   "Help me with detecting data exfiltration attempts from AWS S3 buckets by analyzing CloudTrail",
   "Walk me through detecting s3 data exfiltration attempts step by step",
   "What's the best way to approach detecting s3 data exfiltration attempts for my project?"
  ],
  "keywords": [
   "detecting-s3-data-exfiltration-attempts",
   "detecting",
   "data",
   "exfiltration",
   "attempts",
   "aws",
   "buckets",
   "analyzing",
   "cloudtrail",
   "events"
  ]
 },
 {
  "name": "detecting-secure-boot-bypass",
  "description": "Detect UEFI Secure Boot bypasses and bootkits such as BlackLotus and Bootkitty by verifying Secure Boot state, checking dbx revocation currency, and hashing EFI boot binaries against known-bad sets using mokutil, efi-readvar/dbxtool, CHIPSEC, sbverify/pesign, and Windows Confirm-SecureBootUEFI. Use when auditing fleet dbx rollout after a bootkit advisory or hunting for pre-OS persistence on a suspected-compromised endpoint.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-secure-boot-bypass/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-secure-boot-bypass/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're auditing fleet dbx rollout after a bootkit advisory or hunting for pre-OS persistence on a suspected-compromised endpoint.",
  "example_prompts": [
   "Help me with auditing fleet dbx rollout after a bootkit advisory or hunting",
   "Walk me through detecting secure boot bypass step by step",
   "What's the best way to approach detecting secure boot bypass for my project?"
  ],
  "keywords": [
   "detecting-secure-boot-bypass",
   "detect",
   "uefi",
   "secure",
   "boot",
   "bypasses",
   "bootkits",
   "such",
   "blacklotus",
   "bootkitty"
  ]
 },
 {
  "name": "detecting-serverless-function-injection",
  "description": "Detects and prevents code injection attacks targeting serverless functions (AWS Lambda, Azure Functions, Google Cloud Functions) through event source poisoning, malicious layer injection, runtime command execution, and IAM privilege escalation via function modification. The analyst combines static analysis of function code, CloudTrail event correlation, runtime behavior monitoring, and IAM policy auditing to identify injection vectors across the expanded serverless attack surface including API Gateway, S3, SQS, DynamoDB Streams, and CloudWatch event triggers. Activates for requests involving Lambda security assessment, serverless injection detection, function event poisoning analysis, or serverless privilege escalation investigation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-serverless-function-injection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-serverless-function-injection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to detect and prevents code injection attacks targeting serverless functions through event source poisoning.",
  "example_prompts": [
   "Can you help me detect and prevents code injection attacks targeting serverless functions through event?",
   "Walk me through detecting serverless function injection step by step",
   "What's the best way to approach detecting serverless function injection for my project?"
  ],
  "keywords": [
   "detecting-serverless-function-injection",
   "detects",
   "prevents",
   "code",
   "injection",
   "attacks",
   "targeting",
   "serverless",
   "functions",
   "aws"
  ]
 },
 {
  "name": "detecting-service-account-abuse",
  "description": "Detect abuse of service accounts by hunting for anomalous interactive logons, privilege escalation, and lateral movement using EDR/SIEM telemetry (CrowdStrike Falcon, Microsoft Defender, Splunk, Elastic Security, Sysmon, Velociraptor) and Sigma detection rules. Use when hunting for service-account misuse or investigating a service account performing unexpected interactive logons.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-service-account-abuse/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-service-account-abuse/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for service-account misuse or investigating a service account performing unexpected interactive logons.",
  "example_prompts": [
   "Help me with hunting for service-account misuse or investigating a service account performing unexpected",
   "Walk me through detecting service account abuse step by step",
   "What's the best way to approach detecting service account abuse for my project?"
  ],
  "keywords": [
   "detecting-service-account-abuse",
   "detect",
   "abuse",
   "service",
   "accounts",
   "hunting",
   "anomalous",
   "interactive",
   "logons",
   "privilege"
  ]
 },
 {
  "name": "detecting-shadow-api-endpoints",
  "description": "Discover and inventory shadow API endpoints that operate outside documented OpenAPI/Swagger specs, using traffic analysis against API gateways (Kong, AWS API Gateway, Envoy), cloud configuration scanning, and source code repository mining for undocumented routes. Use when assessing API attack surface, auditing for forgotten test environments or deprecated API versions still running, or building an API registration governance policy.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-shadow-api-endpoints/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-shadow-api-endpoints/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're assessing API attack surface, auditing for forgotten test environments or deprecated API versions still running.",
  "example_prompts": [
   "Help me with assessing API attack surface, auditing for forgotten test environments or deprecated",
   "Walk me through detecting shadow api endpoints step by step",
   "What's the best way to approach detecting shadow api endpoints for my project?"
  ],
  "keywords": [
   "detecting-shadow-api-endpoints",
   "discover",
   "inventory",
   "shadow",
   "api",
   "endpoints",
   "operate",
   "outside",
   "documented",
   "openapi"
  ]
 },
 {
  "name": "detecting-shadow-it-cloud-usage",
  "description": "Detect unauthorized SaaS and cloud service usage (shadow IT) by parsing proxy access logs, DNS query logs, and firewall/netflow data with Python pandas to aggregate traffic by domain, classify domains against known SaaS categories, and score risk by data volume and user count. Use when auditing an organization for unsanctioned cloud/SaaS usage or generating a shadow IT discovery report with remediation recommendations.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-shadow-it-cloud-usage/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-shadow-it-cloud-usage/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're auditing an organization for unsanctioned cloud/SaaS usage.",
  "example_prompts": [
   "Help me with auditing an organization for unsanctioned cloud/SaaS usage",
   "Walk me through detecting shadow it cloud usage step by step",
   "What's the best way to approach detecting shadow it cloud usage for my project?"
  ],
  "keywords": [
   "detecting-shadow-it-cloud-usage",
   "detect",
   "unauthorized",
   "saas",
   "cloud",
   "service",
   "usage",
   "shadow",
   "parsing",
   "proxy"
  ]
 },
 {
  "name": "detecting-spearphishing-with-email-gateway",
  "description": "Detect and block spearphishing emails that use personalized, researched content to evade generic spam filters, by configuring email security gateway (SEG) impersonation protection, URL rewriting, attachment sandboxing, and custom detection rules in Microsoft Defender for Office 365, Proofpoint, Mimecast, or Barracuda. Use when hardening a mail gateway against targeted phishing or investigating a suspected spearphishing campaign.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-spearphishing-with-email-gateway/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-spearphishing-with-email-gateway/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hardening a mail gateway against targeted phishing or investigating a suspected spearphishing campaign.",
  "example_prompts": [
   "Help me with hardening a mail gateway against targeted phishing or investigating a suspected",
   "Walk me through detecting spearphishing with email gateway step by step",
   "What's the best way to approach detecting spearphishing with email gateway for my project?"
  ],
  "keywords": [
   "detecting-spearphishing-with-email-gateway",
   "detect",
   "block",
   "spearphishing",
   "emails",
   "personalized",
   "researched",
   "content",
   "evade",
   "generic"
  ]
 },
 {
  "name": "detecting-sql-injection-via-waf-logs",
  "description": "Analyze WAF (ModSecurity/AWS WAF/Cloudflare) logs to detect SQL injection attack campaigns. Parses ModSecurity audit logs and JSON WAF event logs to identify SQLi patterns (UNION SELECT, OR 1=1, SLEEP(), BENCHMARK()), tracks attack sources, correlates multi-stage injection attempts, and generates incident reports with OWASP classification.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-sql-injection-via-waf-logs/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-sql-injection-via-waf-logs/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to analyze WAF logs to detect SQL injection attack campaigns.",
  "example_prompts": [
   "Can you help me analyze WAF logs to detect SQL injection attack campaigns?",
   "Walk me through detecting sql injection via waf logs step by step",
   "What's the best way to approach detecting sql injection via waf logs for my project?"
  ],
  "keywords": [
   "detecting-sql-injection-via-waf-logs",
   "analyze",
   "waf",
   "modsecurity",
   "aws",
   "cloudflare",
   "logs",
   "detect",
   "sql",
   "injection"
  ]
 },
 {
  "name": "detecting-stuxnet-style-attacks",
  "description": "Detects sophisticated cyber-physical attacks that follow the Stuxnet pattern of modifying PLC logic while spoofing sensor readings to hide the manipulation, using PLC logic integrity monitoring (Claroty xDome, Nozomi Guardian) and physics-based process anomaly detection. Use when hunting for IT-to-OT lateral movement or discrepancies between PLC program state and physical process behavior in ICS/SCADA environments.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-stuxnet-style-attacks/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-stuxnet-style-attacks/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for IT-to-OT lateral movement or discrepancies between PLC program state and physical process behavior in ICS/SCADA.",
  "example_prompts": [
   "Help me with hunting for IT-to-OT lateral movement or discrepancies between PLC program state",
   "Walk me through detecting stuxnet style attacks step by step",
   "What's the best way to approach detecting stuxnet style attacks for my project?"
  ],
  "keywords": [
   "detecting-stuxnet-style-attacks",
   "detects",
   "sophisticated",
   "cyber-physical",
   "attacks",
   "follow",
   "stuxnet",
   "pattern",
   "modifying",
   "plc"
  ]
 },
 {
  "name": "detecting-supply-chain-attacks-in-ci-cd",
  "description": "Scans GitHub Actions workflows and CI/CD pipeline configurations for supply chain attack vectors including unpinned actions, script injection via expressions, dependency confusion, and secrets exposure. Uses PyGithub and YAML parsing for automated audit. Use when hardening CI/CD pipelines or investigating compromised build systems.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-supply-chain-attacks-in-ci-cd/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-supply-chain-attacks-in-ci-cd/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hardening CI/CD pipelines or investigating compromised build systems.",
  "example_prompts": [
   "Help me with hardening CI/CD pipelines or investigating compromised build systems",
   "Walk me through detecting supply chain attacks in ci cd step by step",
   "What's the best way to approach detecting supply chain attacks in ci cd for my project?"
  ],
  "keywords": [
   "detecting-supply-chain-attacks-in-ci-cd",
   "scans",
   "github",
   "actions",
   "workflows",
   "pipeline",
   "configurations",
   "supply",
   "chain",
   "attack"
  ]
 },
 {
  "name": "detecting-suspicious-oauth-application-consent",
  "description": "Detect risky OAuth application consent grants in Azure AD / Microsoft Entra ID using Microsoft Graph API, audit logs, and permission analysis to identify illicit consent grant attacks.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-suspicious-oauth-application-consent/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-suspicious-oauth-application-consent/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to detect risky OAuth application consent grants in Azure AD / Microsoft Entra ID using Microsoft Graph API, audit logs.",
  "example_prompts": [
   "Can you help me detect risky OAuth application consent grants in Azure AD / Microsoft?",
   "Walk me through detecting suspicious oauth application consent step by step",
   "What's the best way to approach detecting suspicious oauth application consent for my project?"
  ],
  "keywords": [
   "detecting-suspicious-oauth-application-consent",
   "detect",
   "risky",
   "oauth",
   "application",
   "consent",
   "grants",
   "azure",
   "microsoft",
   "entra"
  ]
 },
 {
  "name": "detecting-suspicious-powershell-execution",
  "description": "Hunt for suspicious PowerShell execution (T1059.001) such as encoded commands, download cradles, AMSI bypass, and constrained language mode evasion using EDR telemetry (CrowdStrike, Microsoft Defender for Endpoint), Sysmon, and SIEM queries (Splunk, Elastic). Use when proactively threat hunting, triaging EDR/SIEM alerts, or scoping an incident involving malicious PowerShell activity.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-suspicious-powershell-execution/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-suspicious-powershell-execution/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to proactively threat hunting, triaging EDR/SIEM alerts, or scoping an incident involving malicious PowerShell activity.",
  "example_prompts": [
   "Can you help me proactively threat hunting, triaging EDR/SIEM alerts, or scoping an incident involving?",
   "Walk me through detecting suspicious powershell execution step by step",
   "What's the best way to approach detecting suspicious powershell execution for my project?"
  ],
  "keywords": [
   "detecting-suspicious-powershell-execution",
   "hunt",
   "suspicious",
   "powershell",
   "execution",
   "t1059",
   "such",
   "encoded",
   "commands",
   "download"
  ]
 },
 {
  "name": "detecting-t1003-credential-dumping-with-edr",
  "description": "Detect OS credential dumping (MITRE T1003) targeting LSASS memory, the SAM database, NTDS.dit, and cached credentials by correlating EDR telemetry, Sysmon process-access events, and Windows security event logs. Use when hunting for Mimikatz-style credential theft, triaging an EDR alert on LSASS access, or scoping an incident after suspected credential dumping.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-t1003-credential-dumping-with-edr/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-t1003-credential-dumping-with-edr/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for Mimikatz-style credential theft, triaging an EDR alert on LSASS access.",
  "example_prompts": [
   "Help me with hunting for Mimikatz-style credential theft, triaging an EDR alert on LSASS",
   "Walk me through detecting t1003 credential dumping with edr step by step",
   "What's the best way to approach detecting t1003 credential dumping with edr for my project?"
  ],
  "keywords": [
   "detecting-t1003-credential-dumping-with-edr",
   "detect",
   "credential",
   "dumping",
   "mitre",
   "t1003",
   "targeting",
   "lsass",
   "memory",
   "sam"
  ]
 },
 {
  "name": "detecting-t1055-process-injection-with-sysmon",
  "description": "Detect process injection techniques (T1055) - including DLL injection, process hollowing, and APC injection - by analyzing Sysmon Event IDs 1, 7, 8, 10, and 25 for cross-process memory operations, remote thread creation, and anomalous DLL loads. Use when hunting defense-evasion activity that hides code inside legitimate processes, investigating an EDR alert on suspicious cross-process access, or validating Sysmon coverage for injection detection.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-t1055-process-injection-with-sysmon/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-t1055-process-injection-with-sysmon/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting defense-evasion activity that hides code inside legitimate processes.",
  "example_prompts": [
   "Help me with hunting defense-evasion activity that hides code inside legitimate processes",
   "Walk me through detecting t1055 process injection with sysmon step by step",
   "What's the best way to approach detecting t1055 process injection with sysmon for my project?"
  ],
  "keywords": [
   "detecting-t1055-process-injection-with-sysmon",
   "detect",
   "process",
   "injection",
   "techniques",
   "t1055",
   "including",
   "dll",
   "hollowing",
   "apc"
  ]
 },
 {
  "name": "detecting-t1548-abuse-elevation-control-mechanism",
  "description": "Detect abuse of elevation control mechanisms (T1548), including Windows UAC bypass via auto-elevating binaries like fodhelper.exe and Linux sudo/setuid/setgid exploitation, by monitoring registry changes, integrity-level transitions, and parent-child process relationships via Sysmon and Windows Security events. Use when hunting privilege-escalation activity or validating elevation-abuse detection coverage.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-t1548-abuse-elevation-control-mechanism/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-t1548-abuse-elevation-control-mechanism/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting privilege-escalation activity or validating elevation-abuse detection coverage.",
  "example_prompts": [
   "Help me with hunting privilege-escalation activity or validating elevation-abuse detection coverage",
   "Walk me through detecting t1548 abuse elevation control mechanism step by step",
   "What's the best way to approach detecting t1548 abuse elevation control mechanism for my project?"
  ],
  "keywords": [
   "detecting-t1548-abuse-elevation-control-mechanism",
   "detect",
   "abuse",
   "elevation",
   "control",
   "mechanisms",
   "t1548",
   "including",
   "windows",
   "uac"
  ]
 },
 {
  "name": "detecting-typosquatting-packages-in-npm-pypi",
  "description": "Detects typosquatting attacks in npm and PyPI package registries by analyzing package name similarity using Levenshtein distance and other string metrics, examining publish date heuristics to identify recently created packages mimicking established ones, and flagging download count anomalies where suspicious packages have disproportionately low usage compared to their legitimate targets. The analyst queries the PyPI JSON API and npm registry API to gather package metadata for automated comparison. Activates for requests involving package typosquatting detection, dependency confusion analysis, malicious package identification, or software supply chain threat hunting in package registries.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-typosquatting-packages-in-npm-pypi/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-typosquatting-packages-in-npm-pypi/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to detect typosquatting attacks in npm and PyPI package registries by analyzing package name similarity using Levenshtein.",
  "example_prompts": [
   "Can you help me detect typosquatting attacks in npm and PyPI package registries by analyzing?",
   "Walk me through detecting typosquatting packages in npm pypi step by step",
   "What's the best way to approach detecting typosquatting packages in npm pypi for my project?"
  ],
  "keywords": [
   "detecting-typosquatting-packages-in-npm-pypi",
   "detects",
   "typosquatting",
   "attacks",
   "npm",
   "pypi",
   "package",
   "registries",
   "analyzing",
   "name"
  ]
 },
 {
  "name": "detecting-typosquatting-packages",
  "description": "Flag misspelled, brandjacked, and typosquatted package names across npm, PyPI, and crates.io before installation, using edit-distance, keyboard-proximity, and known-target corpus matching with typomania, Microsoft OSSGadget's oss-find-squats, and pypi-scan. Use before adding a new dependency, as a CI/CD gate on pull requests, when reviewing an AI-generated (\"slopsquatting\") dependency list, or when auditing a lockfile diff for a swapped package.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-typosquatting-packages/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-typosquatting-packages/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for flag misspelled, brandjacked, and typosquatted package names across npm, PyPI, and crates.io before installation, using edit-distance.",
  "example_prompts": [
   "Can you help me flag misspelled, brandjacked, and typosquatted package names across npm, PyPI?",
   "Walk me through detecting typosquatting packages step by step",
   "What's the best way to approach detecting typosquatting packages for my project?"
  ],
  "keywords": [
   "detecting-typosquatting-packages",
   "flag",
   "misspelled",
   "brandjacked",
   "typosquatted",
   "package",
   "names",
   "across",
   "npm",
   "pypi"
  ]
 },
 {
  "name": "detecting-wmi-persistence",
  "description": "Detect WMI event subscription persistence (MITRE T1546.003) by analyzing Sysmon Event IDs 19, 20, and 21 for malicious EventFilter, EventConsumer, and FilterToConsumerBinding creation, cross-referenced against root\\subscription namespace contents and Sysinternals Autoruns. Use when hunting WMI-based persistence, triaging a Sysmon alert on these event IDs, or during incident response and purple-team validation of WMI defenses.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/detecting-wmi-persistence/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/detecting-wmi-persistence/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting WMI-based persistence, triaging a Sysmon alert on these event IDs.",
  "example_prompts": [
   "Help me with hunting WMI-based persistence, triaging a Sysmon alert on these event IDs",
   "Walk me through detecting wmi persistence step by step",
   "What's the best way to approach detecting wmi persistence for my project?"
  ],
  "keywords": [
   "detecting-wmi-persistence",
   "detect",
   "wmi",
   "event",
   "subscription",
   "persistence",
   "mitre",
   "t1546",
   "analyzing",
   "sysmon"
  ]
 },
 {
  "name": "emulating-cloud-attacks-with-stratus-red-team",
  "description": "Install and run Stratus Red Team to detonate granular, MITRE ATT&CK-mapped AWS, Azure, GCP, and Kubernetes attack techniques through their warmup-detonate-revert-cleanup lifecycle, then verify the telemetry they generate. Use to validate that cloud detections (CloudTrail, GuardDuty, Microsoft Sentinel, GCP SCC, Falco) actually fire, or to run a repeatable purple-team exercise generating realistic attacker telemetry.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/emulating-cloud-attacks-with-stratus-red-team/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/emulating-cloud-attacks-with-stratus-red-team/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for install and run Stratus Red Team to detonate granular, MITRE ATT&CK-mapped AWS, Azure, GCP.",
  "example_prompts": [
   "Can you help me install and run Stratus Red Team to detonate granular, MITRE ATT&CK-mapped?",
   "Walk me through emulating cloud attacks with stratus red team step by step",
   "What's the best way to approach emulating cloud attacks with stratus red team for my project?"
  ],
  "keywords": [
   "emulating-cloud-attacks-with-stratus-red-team",
   "install",
   "run",
   "stratus",
   "red",
   "team",
   "detonate",
   "granular",
   "mitre",
   "att"
  ]
 },
 {
  "name": "enumerating-cloud-with-cloudfox",
  "description": "Run CloudFox's read-only Describe/List/Get enumeration (all-checks, role-trusts, secrets, endpoints, and permissions commands) to map AWS and Azure attack paths and surface exploitable misconfigurations. Use immediately after obtaining a cloud credential to build situational awareness, find exposed resources and secrets, or map sts:AssumeRole trust relationships for lateral-movement/privilege-escalation planning.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/enumerating-cloud-with-cloudfox/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/enumerating-cloud-with-cloudfox/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to run CloudFox's read-only Describe/List/Get enumeration to map AWS and Azure attack paths and surface exploitable.",
  "example_prompts": [
   "Can you help me run CloudFox's read-only Describe/List/Get enumeration to map AWS and Azure attack?",
   "Walk me through enumerating cloud with cloudfox step by step",
   "What's the best way to approach enumerating cloud with cloudfox for my project?"
  ],
  "keywords": [
   "enumerating-cloud-with-cloudfox",
   "run",
   "cloudfox",
   "read-only",
   "describe",
   "list",
   "get",
   "enumeration",
   "all-checks",
   "role-trusts"
  ]
 },
 {
  "name": "eradicating-malware-from-infected-systems",
  "description": "Systematically map and remove malware, backdoors, and attacker persistence mechanisms (registry Run keys, scheduled tasks, WMI subscriptions, services, cron/init.d) from infected Windows and Linux systems using Autoruns, EDR/AV, and YARA, restoring a clean state while preventing re-infection. Use after containment and forensic analysis have identified all compromised systems and persistence mechanisms and you are ready to eradicate and recover.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/eradicating-malware-from-infected-systems/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/eradicating-malware-from-infected-systems/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for systematically map and remove malware, backdoors, and attacker persistence mechanisms from infected Windows and Linux systems using.",
  "example_prompts": [
   "Can you help me systematically map and remove malware, backdoors, and attacker persistence mechanisms from?",
   "Walk me through eradicating malware from infected systems step by step",
   "What's the best way to approach eradicating malware from infected systems for my project?"
  ],
  "keywords": [
   "eradicating-malware-from-infected-systems",
   "systematically",
   "map",
   "remove",
   "malware",
   "backdoors",
   "attacker",
   "persistence",
   "mechanisms",
   "registry"
  ]
 },
 {
  "name": "escaping-containers-to-host",
  "description": "Exploits privileged pods, host mounts, runC CVEs, and exposed Docker sockets to break out of a container and reach the underlying host during an authorized container-security assessment. Use when executing an approved breakout test, demonstrating the real impact of a privileged or hostPath workload, or validating that escape mitigations actually hold. Keywords: container breakout, privileged, hostPath, docker.sock, runC CVE-2019-5736, CVE-2024-21626, release_agent, nsenter. Do not use for defensive detection of these techniques - use detecting-container-escape-attempts.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/escaping-containers-to-host/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/escaping-containers-to-host/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're executing an approved breakout test, demonstrating the real impact of a privileged or hostPath workload.",
  "example_prompts": [
   "Help me with executing an approved breakout test, demonstrating the real impact of",
   "Walk me through escaping containers to host step by step",
   "What's the best way to approach escaping containers to host for my project?"
  ],
  "keywords": [
   "escaping-containers-to-host",
   "exploits",
   "privileged",
   "pods",
   "host",
   "mounts",
   "runc",
   "cves",
   "exposed",
   "docker"
  ]
 },
 {
  "name": "evaluating-threat-intelligence-platforms",
  "description": "Evaluates and selects Threat Intelligence Platform (TIP) products based on organizational requirements including feed integration capability, STIX/TAXII support, workflow automation, analyst interface, and total cost of ownership. Use when conducting a TIP procurement, migrating between TIP solutions, or assessing whether the current TIP meets program maturity requirements. Activates for requests involving ThreatConnect, MISP, OpenCTI, Anomali, EclecticIQ, or TIP procurement decisions.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/evaluating-threat-intelligence-platforms/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/evaluating-threat-intelligence-platforms/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're conducting a TIP procurement, migrating between TIP solutions.",
  "example_prompts": [
   "Help me with conducting a TIP procurement, migrating between TIP solutions",
   "Walk me through evaluating threat intelligence platforms step by step",
   "What's the best way to approach evaluating threat intelligence platforms for my project?"
  ],
  "keywords": [
   "evaluating-threat-intelligence-platforms",
   "evaluates",
   "selects",
   "threat",
   "intelligence",
   "platform",
   "tip",
   "products",
   "based",
   "organizational"
  ]
 },
 {
  "name": "executing-active-directory-attack-simulation",
  "description": "Executes authorized attack simulations against Active Directory environments to identify misconfigurations, weak credentials, dangerous privilege paths, and exploitable trust relationships that could lead to domain compromise. The tester uses BloodHound for attack path analysis, Mimikatz for credential extraction, and Impacket for protocol-level attacks including Kerberoasting, AS-REP Roasting, and delegation abuse. Activates for requests involving Active Directory pentest, AD attack simulation, domain compromise testing, or Kerberos attack assessment.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/executing-active-directory-attack-simulation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/executing-active-directory-attack-simulation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to execute authorized attack simulations against Active Directory environments to identify misconfigurations, weak credentials.",
  "example_prompts": [
   "Can you help me execute authorized attack simulations against Active Directory environments to identify misconfigurations?",
   "Walk me through executing active directory attack simulation step by step",
   "What's the best way to approach executing active directory attack simulation for my project?"
  ],
  "keywords": [
   "executing-active-directory-attack-simulation",
   "executes",
   "authorized",
   "attack",
   "simulations",
   "against",
   "active",
   "directory",
   "environments",
   "identify"
  ]
 },
 {
  "name": "executing-nist-rmf-authorization-to-operate",
  "description": "Drive a federal system through the NIST Risk Management Framework (SP 800-37 Rev 2) to an Authorization to Operate (ATO): Prepare, Categorize (FIPS 199), Select a control baseline (FIPS 200 / SP 800-53 Rev 5), Implement, Assess (SP 800-53A), Authorize, and Monitor continuously. Use when a system needs an ATO or a renewal, when working a FISMA/FedRAMP authorization package, when building or reviewing an SSP, SAR, or POA&M, when categorizing a system as Low/Moderate/High impact, when selecting or tailoring a control baseline, or when standing up continuous monitoring (ConMon) after authorization. Covers ATO, conditional ATO (cATO), and the artifacts assessors expect. Keywords: NIST RMF, 800-37, ATO, authorization to operate, FISMA, FedRAMP, SSP, SAR, POA&M, FIPS 199, FIPS 200, 800-53, 800-53A, control baseline, security categorization, continuous monitoring, authorizing official, system boundary, ongoing authorization.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/executing-nist-rmf-authorization-to-operate/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/executing-nist-rmf-authorization-to-operate/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a system needs an ATO or a renewal, when working a FISMA/FedRAMP authorization package, when building or reviewing an SSP, SAR, or POA&M.",
  "example_prompts": [
   "I need help with a system needs an ATO or a renewal, when working",
   "Walk me through executing nist rmf authorization to operate step by step",
   "What's the best way to approach executing nist rmf authorization to operate for my project?"
  ],
  "keywords": [
   "executing-nist-rmf-authorization-to-operate",
   "drive",
   "federal",
   "system",
   "through",
   "nist",
   "risk",
   "management",
   "framework",
   "rev"
  ]
 },
 {
  "name": "executing-phishing-simulation-campaign",
  "description": "Executes authorized phishing simulation campaigns to assess an organization's susceptibility to email-based social engineering attacks. The tester designs realistic phishing scenarios, builds credential harvesting infrastructure, sends targeted phishing emails, and tracks open rates, click-through rates, and credential submission rates to measure human security awareness. Activates for requests involving phishing simulation, social engineering assessment, email security testing, or security awareness measurement.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/executing-phishing-simulation-campaign/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/executing-phishing-simulation-campaign/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to execute authorized phishing simulation campaigns to assess an organization's susceptibility to email-based social engineering.",
  "example_prompts": [
   "Can you help me execute authorized phishing simulation campaigns to assess an organization's susceptibility?",
   "Walk me through executing phishing simulation campaign step by step",
   "What's the best way to approach executing phishing simulation campaign for my project?"
  ],
  "keywords": [
   "executing-phishing-simulation-campaign",
   "executes",
   "authorized",
   "phishing",
   "simulation",
   "campaigns",
   "assess",
   "organization",
   "susceptibility",
   "email-based"
  ]
 },
 {
  "name": "executing-red-team-engagement-planning",
  "description": "Build the foundational red team engagement plan - scope definition, Rules of Engagement (restrictions, communication plan, emergency stop procedures, legal authorization), MITRE ATT&CK-aligned threat profile selection, and operational timelines - producing an engagement brief for stakeholder approval. Use before any offensive testing begins, when scoping a full-scope, assumed-breach, objective-based, or purple-team engagement.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/executing-red-team-engagement-planning/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/executing-red-team-engagement-planning/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to build the foundational red team engagement plan - scope definition, Rules of Engagement.",
  "example_prompts": [
   "Can you help me build the foundational red team engagement plan - scope definition, Rules?",
   "Walk me through executing red team engagement planning step by step",
   "What's the best way to approach executing red team engagement planning for my project?"
  ],
  "keywords": [
   "executing-red-team-engagement-planning",
   "build",
   "foundational",
   "red",
   "team",
   "engagement",
   "plan",
   "scope",
   "definition",
   "rules"
  ]
 },
 {
  "name": "executing-red-team-exercise",
  "description": "Run a stealthy, MITRE ATT&CK-mapped adversary emulation against an organization's people, processes, and technology, using C2 infrastructure (Cobalt Strike, Sliver, Brute Ratel, Mythic) through the full attack lifecycle to test SOC detection and response rather than just find vulnerabilities. Use when executing a full-scope red team exercise, adversary simulation/emulation, or a regulatory exercise (TIBER-EU, CBEST, AASE, iCAST) with executive authorization and a signed Rules of Engagement already in place.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/executing-red-team-exercise/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/executing-red-team-exercise/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're executing a full-scope red team exercise, adversary simulation/emulation.",
  "example_prompts": [
   "Help me with executing a full-scope red team exercise, adversary simulation/emulation",
   "Walk me through executing red team exercise step by step",
   "What's the best way to approach executing red team exercise for my project?"
  ],
  "keywords": [
   "executing-red-team-exercise",
   "run",
   "stealthy",
   "mitre",
   "att",
   "ck-mapped",
   "adversary",
   "emulation",
   "against",
   "organization"
  ]
 },
 {
  "name": "exploiting-active-directory-certificate-services-esc1",
  "description": "Exploit misconfigured Active Directory Certificate Services (AD CS) ESC1 vulnerability to request certificates as high-privileged users and escalate domain privileges during authorized red team assessments.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-active-directory-certificate-services-esc1/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-active-directory-certificate-services-esc1/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to exploit misconfigured Active Directory Certificate Services ESC1 vulnerability to request certificates as high-privileged.",
  "example_prompts": [
   "Can you help me exploit misconfigured Active Directory Certificate Services ESC1 vulnerability to request certificates?",
   "Walk me through exploiting active directory certificate services esc1 step by step",
   "What's the best way to approach exploiting active directory certificate services esc1 for my project?"
  ],
  "keywords": [
   "exploiting-active-directory-certificate-services-esc1",
   "exploit",
   "misconfigured",
   "active",
   "directory",
   "certificate",
   "services",
   "esc1",
   "vulnerability",
   "request"
  ]
 },
 {
  "name": "exploiting-active-directory-with-bloodhound",
  "description": "BloodHound is a graph-based Active Directory reconnaissance tool that uses graph theory to reveal hidden and unintended relationships within AD environments. Red teams use BloodHound to identify attac",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-active-directory-with-bloodhound/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-active-directory-with-bloodhound/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for bloodHound is a graph-based Active Directory reconnaissance tool that uses graph theory to reveal hidden and unintended relationships.",
  "example_prompts": [
   "I need help with bloodHound is a graph-based Active Directory reconnaissance tool that uses graph",
   "Walk me through exploiting active directory with bloodhound step by step",
   "What's the best way to approach exploiting active directory with bloodhound for my project?"
  ],
  "keywords": [
   "exploiting-active-directory-with-bloodhound",
   "bloodhound",
   "graph-based",
   "active",
   "directory",
   "reconnaissance",
   "tool",
   "uses",
   "graph",
   "theory"
  ]
 },
 {
  "name": "exploiting-adcs-with-certipy",
  "description": "Use Certipy to enumerate AD CS certificate authorities and templates over LDAP/RPC, then exploit ESC1-ESC16 misconfigurations - SAN abuse, NTLM relay to web enrollment (ESC8), Shadow Credentials, golden certificate forgery, and PKINIT/Schannel auth. Use during authorized penetration tests to escalate a domain foothold to Domain Admin, or to validate that certificate template ACLs and CA hardening detect these attacks.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-adcs-with-certipy/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-adcs-with-certipy/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to use Certipy to enumerate AD CS certificate authorities and templates over LDAP/RPC.",
  "example_prompts": [
   "Can you help me use Certipy to enumerate AD CS certificate authorities and templates over?",
   "Walk me through exploiting adcs with certipy step by step",
   "What's the best way to approach exploiting adcs with certipy for my project?"
  ],
  "keywords": [
   "exploiting-adcs-with-certipy",
   "certipy",
   "enumerate",
   "certificate",
   "authorities",
   "templates",
   "over",
   "ldap",
   "rpc",
   "then"
  ]
 },
 {
  "name": "exploiting-api-injection-vulnerabilities",
  "description": "Tests API parameters, headers, and request bodies for injection flaws — SQL injection, NoSQL injection, OS command injection, LDAP injection, and SSRF — by crafting payloads tailored to the target backend to extract data, execute commands, or reach internal services, mapped to OWASP API8:2023 and API7:2023 SSRF. Use when performing SQLi, NoSQL injection, command injection, or SSRF testing against APIs, or assessing API input validation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-api-injection-vulnerabilities/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-api-injection-vulnerabilities/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're performing SQLi, NoSQL injection, command injection, or SSRF testing against APIs, or assessing API input validation.",
  "example_prompts": [
   "Help me with performing SQLi, NoSQL injection, command injection, or SSRF testing against APIs",
   "Walk me through exploiting api injection vulnerabilities step by step",
   "What's the best way to approach exploiting api injection vulnerabilities for my project?"
  ],
  "keywords": [
   "exploiting-api-injection-vulnerabilities",
   "tests",
   "api",
   "parameters",
   "headers",
   "request",
   "bodies",
   "injection",
   "flaws",
   "sql"
  ]
 },
 {
  "name": "exploiting-bgp-hijacking-vulnerabilities",
  "description": "Analyzes and simulates BGP hijacking scenarios in authorized lab environments to assess route origin validation, RPKI deployment, and BGP monitoring defenses against prefix hijacking and route leak attacks on internet routing infrastructure.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-bgp-hijacking-vulnerabilities/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-bgp-hijacking-vulnerabilities/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to analyze and simulates BGP hijacking scenarios in authorized lab environments to assess route origin validation.",
  "example_prompts": [
   "Can you help me analyze and simulates BGP hijacking scenarios in authorized lab environments?",
   "Walk me through exploiting bgp hijacking vulnerabilities step by step",
   "What's the best way to approach exploiting bgp hijacking vulnerabilities for my project?"
  ],
  "keywords": [
   "exploiting-bgp-hijacking-vulnerabilities",
   "analyzes",
   "simulates",
   "bgp",
   "hijacking",
   "scenarios",
   "authorized",
   "lab",
   "environments",
   "assess"
  ]
 },
 {
  "name": "exploiting-broken-function-level-authorization",
  "description": "Tests APIs for Broken Function Level Authorization (OWASP API5:2023) by identifying admin and privileged endpoints, then reaching them with regular-user credentials via HTTP method switching, URL path manipulation, and parameter tampering. Use when testing whether low-privilege users can invoke admin API functions or otherwise escalate privileges via function-level access control gaps.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-broken-function-level-authorization/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-broken-function-level-authorization/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're testing whether low-privilege users can invoke admin API functions.",
  "example_prompts": [
   "Help me with testing whether low-privilege users can invoke admin API functions",
   "Walk me through exploiting broken function level authorization step by step",
   "What's the best way to approach exploiting broken function level authorization for my project?"
  ],
  "keywords": [
   "exploiting-broken-function-level-authorization",
   "tests",
   "apis",
   "broken",
   "function",
   "level",
   "authorization",
   "owasp",
   "api5",
   "identifying"
  ]
 },
 {
  "name": "exploiting-broken-link-hijacking",
  "description": "Discovers and exploits broken link hijacking by spidering a site (Burp Suite Spider, Scrapy, curl scraping), extracting referenced external scripts/domains, and checking DNS/CNAME records and domain registration status for expired or unclaimed resources an attacker could register. Use for subdomain takeover testing, supply-chain review of third-party scripts, or bug bounty hunting for hijackable external resources.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-broken-link-hijacking/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-broken-link-hijacking/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to subdomain takeover testing, supply-chain review of third-party scripts.",
  "example_prompts": [
   "Can you help me subdomain takeover testing, supply-chain review of third-party scripts?",
   "Walk me through exploiting broken link hijacking step by step",
   "What's the best way to approach exploiting broken link hijacking for my project?"
  ],
  "keywords": [
   "exploiting-broken-link-hijacking",
   "discovers",
   "exploits",
   "broken",
   "link",
   "hijacking",
   "spidering",
   "site",
   "burp",
   "suite"
  ]
 },
 {
  "name": "exploiting-constrained-delegation-abuse",
  "description": "Exploits Kerberos Constrained Delegation misconfigurations in Active Directory using Impacket's findDelegation.py and getST.py (or Rubeus/Kekeo on Windows) to abuse S4U2Self and S4U2Proxy and impersonate privileged users. Use during authorized Active Directory penetration tests or red-team engagements for lateral movement and privilege escalation after finding an account trusted for constrained delegation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-constrained-delegation-abuse/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-constrained-delegation-abuse/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to exploit Kerberos Constrained Delegation misconfigurations in Active Directory using Impacket's findDelegation.py and getST.py.",
  "example_prompts": [
   "Can you help me exploit Kerberos Constrained Delegation misconfigurations in Active Directory using Impacket's findDelegation.py?",
   "Walk me through exploiting constrained delegation abuse step by step",
   "What's the best way to approach exploiting constrained delegation abuse for my project?"
  ],
  "keywords": [
   "exploiting-constrained-delegation-abuse",
   "exploits",
   "kerberos",
   "constrained",
   "delegation",
   "misconfigurations",
   "active",
   "directory",
   "using",
   "impacket"
  ]
 },
 {
  "name": "exploiting-deeplink-vulnerabilities",
  "description": "Tests and exploits deep link (URL scheme and App Link) vulnerabilities in Android and iOS mobile applications to identify unauthorized access, data injection, intent hijacking, and redirect manipulation. Use when assessing mobile app attack surface through custom URI schemes, Android App Links, iOS Universal Links, or intent-based navigation. Activates for requests involving deep link security testing, URL scheme exploitation, mobile intent abuse, or link hijacking.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-deeplink-vulnerabilities/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-deeplink-vulnerabilities/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're assessing mobile app attack surface through custom URI schemes, Android App Links, iOS Universal Links, or intent-based navigation.",
  "example_prompts": [
   "Help me with assessing mobile app attack surface through custom URI schemes, Android App",
   "Walk me through exploiting deeplink vulnerabilities step by step",
   "What's the best way to approach exploiting deeplink vulnerabilities for my project?"
  ],
  "keywords": [
   "exploiting-deeplink-vulnerabilities",
   "tests",
   "exploits",
   "deep",
   "link",
   "url",
   "scheme",
   "app",
   "vulnerabilities",
   "android"
  ]
 },
 {
  "name": "exploiting-excessive-data-exposure-in-api",
  "description": "Tests APIs for excessive data exposure (OWASP API3:2023) by intercepting raw API responses and comparing them against what the UI actually renders, looking for leaked PII, internal identifiers, debug data, or business-sensitive fields the frontend filters but the API still transmits. Use when auditing REST or mobile-app APIs for over-fetching, response filtering bypass, or unintended data leakage in endpoint responses.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-excessive-data-exposure-in-api/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-excessive-data-exposure-in-api/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're auditing REST or mobile-app APIs for over-fetching, response filtering bypass, or unintended data leakage in endpoint responses.",
  "example_prompts": [
   "Help me with auditing REST or mobile-app APIs for over-fetching, response filtering bypass",
   "Walk me through exploiting excessive data exposure in api step by step",
   "What's the best way to approach exploiting excessive data exposure in api for my project?"
  ],
  "keywords": [
   "exploiting-excessive-data-exposure-in-api",
   "tests",
   "apis",
   "excessive",
   "data",
   "exposure",
   "owasp",
   "api3",
   "intercepting",
   "raw"
  ]
 },
 {
  "name": "exploiting-http-request-smuggling",
  "description": "Detects and exploits HTTP request smuggling caused by Content-Length/Transfer-Encoding parsing discrepancies between front-end and back-end servers, using Burp Suite Repeater (auto Content-Length disabled), the HTTP Request Smuggler extension, and smuggler.py. Use during authorized tests of multi-tier architectures behind a reverse proxy, load balancer, or CDN to find desync flaws and bypass front-end controls.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-http-request-smuggling/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-http-request-smuggling/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to detect and exploits HTTP request smuggling caused by Content-Length/Transfer-Encoding parsing discrepancies between front-end.",
  "example_prompts": [
   "Can you help me detect and exploits HTTP request smuggling caused by Content-Length/Transfer-Encoding parsing discrepancies?",
   "Walk me through exploiting http request smuggling step by step",
   "What's the best way to approach exploiting http request smuggling for my project?"
  ],
  "keywords": [
   "exploiting-http-request-smuggling",
   "detects",
   "exploits",
   "http",
   "request",
   "smuggling",
   "caused",
   "content-length",
   "transfer-encoding",
   "parsing"
  ]
 },
 {
  "name": "exploiting-idor-vulnerabilities",
  "description": "Identifies and exploits Insecure Direct Object Reference (IDOR) vulnerabilities by manipulating object identifiers (numeric IDs, UUIDs, slugs) in API requests and URLs, using Burp Suite proxy history, Intruder, and the Authorize extension to test object-level authorization across sessions. Use during authorized penetration tests or bug bounty work to validate that CRUD endpoints and multi-tenant applications enforce per-object access control.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-idor-vulnerabilities/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-idor-vulnerabilities/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to identify and exploits Insecure Direct Object Reference vulnerabilities by manipulating object identifiers in API requests.",
  "example_prompts": [
   "Can you help me identify and exploits Insecure Direct Object Reference vulnerabilities by manipulating object?",
   "Walk me through exploiting idor vulnerabilities step by step",
   "What's the best way to approach exploiting idor vulnerabilities for my project?"
  ],
  "keywords": [
   "exploiting-idor-vulnerabilities",
   "identifies",
   "exploits",
   "insecure",
   "direct",
   "object",
   "reference",
   "idor",
   "vulnerabilities",
   "manipulating"
  ]
 },
 {
  "name": "exploiting-insecure-data-storage-in-mobile",
  "description": "Identifies and exploits insecure local data storage vulnerabilities in Android and iOS mobile applications including unencrypted databases, world-readable files, insecure SharedPreferences, plaintext credential storage, and improper keychain/keystore usage. Use when performing mobile penetration testing focused on OWASP M9 (Insecure Data Storage) or assessing compliance with MASVS-STORAGE requirements. Activates for requests involving mobile data storage security, local storage exploitation, SharedPreferences analysis, or mobile data leakage assessment.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-insecure-data-storage-in-mobile/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-insecure-data-storage-in-mobile/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're performing mobile penetration testing focused on OWASP M9 or assessing compliance with MASVS-STORAGE requirements.",
  "example_prompts": [
   "Help me with performing mobile penetration testing focused on OWASP M9 or assessing compliance",
   "Walk me through exploiting insecure data storage in mobile step by step",
   "What's the best way to approach exploiting insecure data storage in mobile for my project?"
  ],
  "keywords": [
   "exploiting-insecure-data-storage-in-mobile",
   "identifies",
   "exploits",
   "insecure",
   "local",
   "data",
   "storage",
   "vulnerabilities",
   "android",
   "ios"
  ]
 },
 {
  "name": "exploiting-insecure-deserialization",
  "description": "Identifying and exploiting insecure deserialization vulnerabilities in Java, PHP, Python, and .NET applications to achieve remote code execution during authorized penetration tests.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-insecure-deserialization/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-insecure-deserialization/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for identifying and exploiting insecure deserialization vulnerabilities in Java, PHP, Python.",
  "example_prompts": [
   "Help me with identifying and exploiting insecure deserialization vulnerabilities in Java, PHP, Python",
   "Walk me through exploiting insecure deserialization step by step",
   "What's the best way to approach exploiting insecure deserialization for my project?"
  ],
  "keywords": [
   "exploiting-insecure-deserialization",
   "identifying",
   "exploiting",
   "insecure",
   "deserialization",
   "vulnerabilities",
   "java",
   "php",
   "python",
   "net"
  ]
 },
 {
  "name": "exploiting-ipv6-vulnerabilities",
  "description": "Identifies and exploits IPv6-specific vulnerabilities including SLAAC spoofing, Router Advertisement flooding, and IPv6 tunneling during authorized assessments to test dual-stack security controls and IPv6-aware network defenses.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-ipv6-vulnerabilities/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-ipv6-vulnerabilities/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to identify and exploits IPv6-specific vulnerabilities including SLAAC spoofing, Router Advertisement flooding.",
  "example_prompts": [
   "Can you help me identify and exploits IPv6-specific vulnerabilities including SLAAC spoofing, Router Advertisement flooding?",
   "Walk me through exploiting ipv6 vulnerabilities step by step",
   "What's the best way to approach exploiting ipv6 vulnerabilities for my project?"
  ],
  "keywords": [
   "exploiting-ipv6-vulnerabilities",
   "identifies",
   "exploits",
   "ipv6-specific",
   "vulnerabilities",
   "including",
   "slaac",
   "spoofing",
   "router",
   "advertisement"
  ]
 },
 {
  "name": "exploiting-jwt-algorithm-confusion-attack",
  "description": "Exploits JWT algorithm confusion where the server's verification library trusts the alg named in the token header, by switching RS256 to HS256 (signing with the RSA public key as HMAC secret), setting alg to none, or injecting kid/jku/x5u headers to supply an attacker-controlled key. Use when testing RS256 JWT auth for algorithm downgrade, alg:none bypass, or key-confusion signature forgery.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-jwt-algorithm-confusion-attack/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-jwt-algorithm-confusion-attack/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're testing RS256 JWT auth for algorithm downgrade, alg:none bypass, or key-confusion signature forgery.",
  "example_prompts": [
   "Help me with testing RS256 JWT auth for algorithm downgrade, alg:none bypass, or key-confusion",
   "Walk me through exploiting jwt algorithm confusion attack step by step",
   "What's the best way to approach exploiting jwt algorithm confusion attack for my project?"
  ],
  "keywords": [
   "exploiting-jwt-algorithm-confusion-attack",
   "exploits",
   "jwt",
   "algorithm",
   "confusion",
   "where",
   "server",
   "verification",
   "library",
   "trusts"
  ]
 },
 {
  "name": "exploiting-kerberoasting-with-impacket",
  "description": "Performs Kerberoasting (MITRE ATT&CK T1558.003) using Impacket's GetUserSPNs.py to request Kerberos TGS tickets for SPN-registered service accounts, then cracks the extracted RC4/AES-encrypted hashes offline to recover service account credentials. Use during authorized Active Directory penetration tests or red-team engagements for credential access against service accounts via Kerberos ticket-granting-service requests.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-kerberoasting-with-impacket/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-kerberoasting-with-impacket/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to perform Kerberoasting using Impacket's GetUserSPNs.py to request Kerberos TGS tickets for SPN-registered service accounts.",
  "example_prompts": [
   "Can you help me perform Kerberoasting using Impacket's GetUserSPNs.py to request Kerberos TGS tickets?",
   "Walk me through exploiting kerberoasting with impacket step by step",
   "What's the best way to approach exploiting kerberoasting with impacket for my project?"
  ],
  "keywords": [
   "exploiting-kerberoasting-with-impacket",
   "performs",
   "kerberoasting",
   "mitre",
   "att",
   "t1558",
   "using",
   "impacket",
   "getuserspns",
   "request"
  ]
 },
 {
  "name": "exploiting-mass-assignment-in-rest-apis",
  "description": "Discovers and exploits mass assignment (autobinding) in REST APIs by injecting unexpected or hidden parameters (e.g. role, isAdmin, plan) into create/update requests, using Burp Suite Intruder, Arjun, and param-miner to find bindable fields on ORM-backed endpoints (Rails, Django, Laravel, Spring). Use when testing REST APIs for privilege escalation or authorization bypass via unintended parameter binding.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-mass-assignment-in-rest-apis/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-mass-assignment-in-rest-apis/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're testing REST APIs for privilege escalation or authorization bypass via unintended parameter binding.",
  "example_prompts": [
   "Help me with testing REST APIs for privilege escalation or authorization bypass via unintended",
   "Walk me through exploiting mass assignment in rest apis step by step",
   "What's the best way to approach exploiting mass assignment in rest apis for my project?"
  ],
  "keywords": [
   "exploiting-mass-assignment-in-rest-apis",
   "discovers",
   "exploits",
   "mass",
   "assignment",
   "autobinding",
   "rest",
   "apis",
   "injecting",
   "unexpected"
  ]
 },
 {
  "name": "exploiting-ms17-010-eternalblue-vulnerability",
  "description": "Detects and exploits MS17-010 (EternalBlue), a critical remote code execution flaw in Microsoft's SMBv1 implementation, using Nmap's ms-17-010 NSE script for detection and Metasploit's ms17_010_eternalblue/ms17_010_psexec modules for exploitation. Use during authorized red-team engagements or penetration tests against legacy Windows environments with unpatched SMBv1 to gain remote code execution.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-ms17-010-eternalblue-vulnerability/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-ms17-010-eternalblue-vulnerability/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to detect and exploits MS17-010 , a critical remote code execution flaw in Microsoft's SMBv1 implementation.",
  "example_prompts": [
   "Can you help me detect and exploits MS17-010 , a critical remote code execution flaw?",
   "Walk me through exploiting ms17 010 eternalblue vulnerability step by step",
   "What's the best way to approach exploiting ms17 010 eternalblue vulnerability for my project?"
  ],
  "keywords": [
   "exploiting-ms17-010-eternalblue-vulnerability",
   "detects",
   "exploits",
   "ms17-010",
   "eternalblue",
   "critical",
   "remote",
   "code",
   "execution",
   "flaw"
  ]
 },
 {
  "name": "exploiting-nopac-cve-2021-42278-42287",
  "description": "Exploits the noPac Active Directory privilege-escalation chain (CVE-2021-42278 sAMAccountName spoofing plus CVE-2021-42287 KDC PAC confusion) using Impacket and secretsdump.py to escalate from a standard domain user to Domain Admin. Use when red-teaming or pentesting Active Directory to validate machine-account impersonation and DCSync-based credential dumping.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-nopac-cve-2021-42278-42287/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-nopac-cve-2021-42278-42287/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're red-teaming or pentesting Active Directory to validate machine-account impersonation and DCSync-based credential dumping.",
  "example_prompts": [
   "Help me with red-teaming or pentesting Active Directory to validate machine-account impersonation and DCSync-based",
   "Walk me through exploiting nopac cve 2021 42278 42287 step by step",
   "What's the best way to approach exploiting nopac cve 2021 42278 42287 for my project?"
  ],
  "keywords": [
   "exploiting-nopac-cve-2021-42278-42287",
   "exploits",
   "nopac",
   "active",
   "directory",
   "privilege-escalation",
   "chain",
   "cve-2021-42278",
   "samaccountname",
   "spoofing"
  ]
 },
 {
  "name": "exploiting-nosql-injection-vulnerabilities",
  "description": "Detects and exploits NoSQL injection vulnerabilities in MongoDB, CouchDB, and similar databases to demonstrate authentication bypass, data extraction, and unauthorized access via crafted query operators. Use when pentesting APIs or web applications backed by NoSQL databases to test input validation and injection defenses.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-nosql-injection-vulnerabilities/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-nosql-injection-vulnerabilities/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're pentesting APIs or web applications backed by NoSQL databases to test input validation and injection defenses.",
  "example_prompts": [
   "Help me with pentesting APIs or web applications backed by NoSQL databases to test",
   "Walk me through exploiting nosql injection vulnerabilities step by step",
   "What's the best way to approach exploiting nosql injection vulnerabilities for my project?"
  ],
  "keywords": [
   "exploiting-nosql-injection-vulnerabilities",
   "detects",
   "exploits",
   "nosql",
   "injection",
   "vulnerabilities",
   "mongodb",
   "couchdb",
   "similar",
   "databases"
  ]
 },
 {
  "name": "exploiting-oauth-misconfiguration",
  "description": "Identifying and exploiting OAuth 2.0 and OpenID Connect misconfigurations including redirect URI manipulation, token leakage, and authorization code theft during security assessments.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-oauth-misconfiguration/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-oauth-misconfiguration/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for identifying and exploiting OAuth 2.0 and OpenID Connect misconfigurations including redirect URI manipulation, token leakage.",
  "example_prompts": [
   "Help me with identifying and exploiting OAuth 2.0 and OpenID Connect misconfigurations including redirect",
   "Walk me through exploiting oauth misconfiguration step by step",
   "What's the best way to approach exploiting oauth misconfiguration for my project?"
  ],
  "keywords": [
   "exploiting-oauth-misconfiguration",
   "identifying",
   "exploiting",
   "oauth",
   "openid",
   "connect",
   "misconfigurations",
   "including",
   "redirect",
   "uri"
  ]
 },
 {
  "name": "exploiting-prototype-pollution-in-javascript",
  "description": "Detects and exploits JavaScript prototype pollution vulnerabilities in client-side and server-side (Node.js) applications to achieve XSS, RCE, or authentication bypass through property injection into Object.prototype. Use when assessing a JavaScript/Node.js application for prototype pollution, especially where a merge, clone, or extend function accepts user-controlled keys.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-prototype-pollution-in-javascript/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-prototype-pollution-in-javascript/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're assessing a JavaScript/Node.",
  "example_prompts": [
   "Help me with assessing a JavaScript/Node",
   "Walk me through exploiting prototype pollution in javascript step by step",
   "What's the best way to approach exploiting prototype pollution in javascript for my project?"
  ],
  "keywords": [
   "exploiting-prototype-pollution-in-javascript",
   "detects",
   "exploits",
   "javascript",
   "prototype",
   "pollution",
   "vulnerabilities",
   "client-side",
   "server-side",
   "node"
  ]
 },
 {
  "name": "exploiting-race-condition-vulnerabilities",
  "description": "Detects and exploits race condition (TOCTOU) vulnerabilities in web applications using Burp Suite's Turbo Intruder extension and its single-packet attack technique to fire parallel requests that bypass rate limits, duplicate transactions, or overrun usage limits. Use when pentesting endpoints with balances, coupon redemption, or rate limiting that concurrent requests might manipulate.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-race-condition-vulnerabilities/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-race-condition-vulnerabilities/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're pentesting endpoints with balances, coupon redemption, or rate limiting that concurrent requests might manipulate.",
  "example_prompts": [
   "Help me with pentesting endpoints with balances, coupon redemption, or rate limiting that concurrent",
   "Walk me through exploiting race condition vulnerabilities step by step",
   "What's the best way to approach exploiting race condition vulnerabilities for my project?"
  ],
  "keywords": [
   "exploiting-race-condition-vulnerabilities",
   "detects",
   "exploits",
   "race",
   "condition",
   "toctou",
   "vulnerabilities",
   "web",
   "applications",
   "using"
  ]
 },
 {
  "name": "exploiting-server-side-request-forgery",
  "description": "Identifying and exploiting SSRF vulnerabilities to access internal services, cloud metadata, and restricted network resources during authorized penetration tests.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-server-side-request-forgery/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-server-side-request-forgery/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for identifying and exploiting SSRF vulnerabilities to access internal services, cloud metadata.",
  "example_prompts": [
   "Help me with identifying and exploiting SSRF vulnerabilities to access internal services, cloud metadata",
   "Walk me through exploiting server side request forgery step by step",
   "What's the best way to approach exploiting server side request forgery for my project?"
  ],
  "keywords": [
   "exploiting-server-side-request-forgery",
   "identifying",
   "exploiting",
   "ssrf",
   "vulnerabilities",
   "access",
   "internal",
   "services",
   "cloud",
   "metadata"
  ]
 },
 {
  "name": "exploiting-smb-vulnerabilities-with-metasploit",
  "description": "Identifies and exploits SMB protocol vulnerabilities using Metasploit Framework during authorized penetration tests to demonstrate risks from unpatched Windows systems, misconfigured shares, and weak authentication in enterprise networks.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-smb-vulnerabilities-with-metasploit/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-smb-vulnerabilities-with-metasploit/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to identify and exploits SMB protocol vulnerabilities using Metasploit Framework during authorized penetration tests.",
  "example_prompts": [
   "Can you help me identify and exploits SMB protocol vulnerabilities using Metasploit Framework during authorized?",
   "Walk me through exploiting smb vulnerabilities with metasploit step by step",
   "What's the best way to approach exploiting smb vulnerabilities with metasploit for my project?"
  ],
  "keywords": [
   "exploiting-smb-vulnerabilities-with-metasploit",
   "identifies",
   "exploits",
   "smb",
   "protocol",
   "vulnerabilities",
   "using",
   "metasploit",
   "framework",
   "during"
  ]
 },
 {
  "name": "exploiting-sql-injection-vulnerabilities",
  "description": "Identifies and exploits SQL injection vulnerabilities in web applications during authorized penetration tests using manual techniques and automated tools like sqlmap. The tester detects injection points through error-based, union-based, blind boolean, and time-based blind techniques across all major database engines (MySQL, PostgreSQL, MSSQL, Oracle) to demonstrate data extraction, authentication bypass, and potential remote code execution. Activates for requests involving SQL injection testing, SQLi exploitation, database security assessment, or injection vulnerability verification.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-sql-injection-vulnerabilities/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-sql-injection-vulnerabilities/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to identify and exploits SQL injection vulnerabilities in web applications during authorized penetration tests using manual.",
  "example_prompts": [
   "Can you help me identify and exploits SQL injection vulnerabilities in web applications during authorized?",
   "Walk me through exploiting sql injection vulnerabilities step by step",
   "What's the best way to approach exploiting sql injection vulnerabilities for my project?"
  ],
  "keywords": [
   "exploiting-sql-injection-vulnerabilities",
   "identifies",
   "exploits",
   "sql",
   "injection",
   "vulnerabilities",
   "web",
   "applications",
   "during",
   "authorized"
  ]
 },
 {
  "name": "exploiting-sql-injection-with-sqlmap",
  "description": "Detecting and exploiting SQL injection vulnerabilities using sqlmap to extract database contents during authorized penetration tests.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-sql-injection-with-sqlmap/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-sql-injection-with-sqlmap/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for detecting and exploiting SQL injection vulnerabilities using sqlmap to extract database contents during authorized penetration tests.",
  "example_prompts": [
   "Help me with detecting and exploiting SQL injection vulnerabilities using sqlmap to extract database",
   "Walk me through exploiting sql injection with sqlmap step by step",
   "What's the best way to approach exploiting sql injection with sqlmap for my project?"
  ],
  "keywords": [
   "exploiting-sql-injection-with-sqlmap",
   "detecting",
   "exploiting",
   "sql",
   "injection",
   "vulnerabilities",
   "using",
   "sqlmap",
   "extract",
   "database"
  ]
 },
 {
  "name": "exploiting-type-juggling-vulnerabilities",
  "description": "Exploits PHP type juggling vulnerabilities caused by loose (==) comparison operators to bypass authentication, defeat hash verification via magic hashes, and manipulate application logic through type coercion. Use when pentesting PHP applications that compare user input with ==, in_array, or hash functions without strict type checks.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-type-juggling-vulnerabilities/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-type-juggling-vulnerabilities/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're pentesting PHP applications that compare user input with ==, in_array, or hash functions without strict type checks.",
  "example_prompts": [
   "Help me with pentesting PHP applications that compare user input with ==, in_array",
   "Walk me through exploiting type juggling vulnerabilities step by step",
   "What's the best way to approach exploiting type juggling vulnerabilities for my project?"
  ],
  "keywords": [
   "exploiting-type-juggling-vulnerabilities",
   "exploits",
   "php",
   "type",
   "juggling",
   "vulnerabilities",
   "caused",
   "loose",
   "comparison",
   "operators"
  ]
 },
 {
  "name": "exploiting-template-injection-vulnerabilities",
  "description": "Detects and exploits Server-Side Template Injection (SSTI) vulnerabilities across Jinja2, Twig, Freemarker, and other template engines to achieve remote code execution. Use when pentesting a web application that renders user input through a server-side template engine and you need to confirm and weaponize SSTI.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-template-injection-vulnerabilities/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-template-injection-vulnerabilities/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're pentesting a web application that renders user input through a server-side template engine and you need to confirm and weaponize.",
  "example_prompts": [
   "Help me with pentesting a web application that renders user input through a server-side",
   "Walk me through exploiting template injection vulnerabilities step by step",
   "What's the best way to approach exploiting template injection vulnerabilities for my project?"
  ],
  "keywords": [
   "exploiting-template-injection-vulnerabilities",
   "detects",
   "exploits",
   "server-side",
   "template",
   "injection",
   "ssti",
   "vulnerabilities",
   "across",
   "jinja2"
  ]
 },
 {
  "name": "exploiting-vulnerabilities-with-metasploit-framework",
  "description": "Uses the Metasploit Framework (msfconsole and its exploit, auxiliary, and post-exploitation modules) to validate that identified CVEs and vulnerabilities are actually exploitable, gather post-exploitation evidence, and confirm patch remediation. Use when performing vulnerability management validation, penetration testing, or post-patch verification and you need to prove real-world exploitability rather than rely on a scanner score alone.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-vulnerabilities-with-metasploit-framework/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-vulnerabilities-with-metasploit-framework/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're performing vulnerability management validation, penetration testing.",
  "example_prompts": [
   "Help me with performing vulnerability management validation, penetration testing",
   "Walk me through exploiting vulnerabilities with metasploit framework step by step",
   "What's the best way to approach exploiting vulnerabilities with metasploit framework for my project?"
  ],
  "keywords": [
   "exploiting-vulnerabilities-with-metasploit-framework",
   "uses",
   "metasploit",
   "framework",
   "msfconsole",
   "exploit",
   "auxiliary",
   "post-exploitation",
   "modules",
   "validate"
  ]
 },
 {
  "name": "exploiting-websocket-vulnerabilities",
  "description": "Testing WebSocket implementations for authentication bypass, cross-site hijacking, injection attacks, and insecure message handling during authorized security assessments.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-websocket-vulnerabilities/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-websocket-vulnerabilities/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for testing WebSocket implementations for authentication bypass, cross-site hijacking, injection attacks.",
  "example_prompts": [
   "Help me with testing WebSocket implementations for authentication bypass, cross-site hijacking, injection attacks",
   "Walk me through exploiting websocket vulnerabilities step by step",
   "What's the best way to approach exploiting websocket vulnerabilities for my project?"
  ],
  "keywords": [
   "exploiting-websocket-vulnerabilities",
   "testing",
   "websocket",
   "implementations",
   "authentication",
   "bypass",
   "cross-site",
   "hijacking",
   "injection",
   "attacks"
  ]
 },
 {
  "name": "exploiting-zerologon-vulnerability-cve-2020-1472",
  "description": "Exploits the Zerologon vulnerability (CVE-2020-1472) in the Netlogon Remote Protocol using Impacket to reset a domain controller's machine account password to empty, then runs DCSync via secretsdump.py to dump domain credentials. Use when red-teaming or validating unpatched Active Directory domain controllers for Zerologon, including restoring the machine account password afterward.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/exploiting-zerologon-vulnerability-cve-2020-1472/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/exploiting-zerologon-vulnerability-cve-2020-1472/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're red-teaming or validating unpatched Active Directory domain controllers for Zerologon.",
  "example_prompts": [
   "Help me with red-teaming or validating unpatched Active Directory domain controllers for Zerologon",
   "Walk me through exploiting zerologon vulnerability cve 2020 1472 step by step",
   "What's the best way to approach exploiting zerologon vulnerability cve 2020 1472 for my project?"
  ],
  "keywords": [
   "exploiting-zerologon-vulnerability-cve-2020-1472",
   "exploits",
   "zerologon",
   "vulnerability",
   "cve-2020-1472",
   "netlogon",
   "remote",
   "protocol",
   "using",
   "impacket"
  ]
 },
 {
  "name": "extracting-browser-history-artifacts",
  "description": "Extracts and analyzes browser history, cookies, cache, downloads, and bookmarks from Chrome, Firefox, and Edge using sqlite3, DB Browser for SQLite, Hindsight, and NirSoft tools (BrowsingHistoryView, ChromeCacheView, MZCacheView). Use when performing digital forensics or incident response on a disk image or live system and you need timeline evidence of a user's web activity.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/extracting-browser-history-artifacts/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/extracting-browser-history-artifacts/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're performing digital forensics or incident response on a disk image.",
  "example_prompts": [
   "Help me with performing digital forensics or incident response on a disk image",
   "Walk me through extracting browser history artifacts step by step",
   "What's the best way to approach extracting browser history artifacts for my project?"
  ],
  "keywords": [
   "extracting-browser-history-artifacts",
   "extracts",
   "analyzes",
   "browser",
   "history",
   "cookies",
   "cache",
   "downloads",
   "bookmarks",
   "chrome"
  ]
 },
 {
  "name": "extracting-config-from-agent-tesla-rat",
  "description": "Extracts embedded configuration from Agent Tesla RAT samples, including SMTP/FTP/Telegram exfiltration credentials, keylogger settings, and C2 endpoints, via .NET decompilation and memory analysis. Use when analyzing a suspected or confirmed Agent Tesla sample and you need to recover its exfiltration channel and C2 configuration for threat intelligence or incident response.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/extracting-config-from-agent-tesla-rat/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/extracting-config-from-agent-tesla-rat/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're analyzing a suspected or confirmed Agent Tesla sample and you need to recover its exfiltration channel and C2 configuration.",
  "example_prompts": [
   "Help me with analyzing a suspected or confirmed Agent Tesla sample and you need",
   "Walk me through extracting config from agent tesla rat step by step",
   "What's the best way to approach extracting config from agent tesla rat for my project?"
  ],
  "keywords": [
   "extracting-config-from-agent-tesla-rat",
   "extracts",
   "embedded",
   "configuration",
   "agent",
   "tesla",
   "rat",
   "samples",
   "including",
   "smtp"
  ]
 },
 {
  "name": "extracting-credentials-from-memory-dump",
  "description": "Extracts cached credentials, password hashes, Kerberos tickets, and authentication tokens from Windows memory dumps using Volatility 3, Mimikatz, and pypykatz. Use when performing memory forensics or incident response on an LSASS or full memory dump and you need to recover credentials or Kerberos material for investigation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/extracting-credentials-from-memory-dump/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/extracting-credentials-from-memory-dump/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're performing memory forensics or incident response on an LSASS or full memory dump and you need to recover credentials.",
  "example_prompts": [
   "Help me with performing memory forensics or incident response on an LSASS or full",
   "Walk me through extracting credentials from memory dump step by step",
   "What's the best way to approach extracting credentials from memory dump for my project?"
  ],
  "keywords": [
   "extracting-credentials-from-memory-dump",
   "extracts",
   "cached",
   "credentials",
   "password",
   "hashes",
   "kerberos",
   "tickets",
   "authentication",
   "tokens"
  ]
 },
 {
  "name": "extracting-iocs-from-malware-samples",
  "description": "Extracts indicators of compromise (IOCs) from malware samples, including file hashes, network indicators (IPs, domains, URLs, PCAP indicators), host artifacts (file paths, registry keys, mutexes), and behavioral patterns, using tools like CyberChef, then defangs and exports them in standard threat-intel formats. Use for IOC extraction, threat indicator harvesting, or building detection content from a sample.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/extracting-iocs-from-malware-samples/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/extracting-iocs-from-malware-samples/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1OC extraction, threat indicator harvesting, or building detection content from a sample.",
  "example_prompts": [
   "I need help with \\1OC extraction, threat indicator harvesting, or building detection content from",
   "Walk me through extracting iocs from malware samples step by step",
   "What's the best way to approach extracting iocs from malware samples for my project?"
  ],
  "keywords": [
   "extracting-iocs-from-malware-samples",
   "extracts",
   "indicators",
   "compromise",
   "iocs",
   "malware",
   "samples",
   "including",
   "file",
   "hashes"
  ]
 },
 {
  "name": "extracting-memory-artifacts-with-rekall",
  "description": "Uses Rekall memory forensics framework to analyze memory dumps for process hollowing, injected code via VAD anomalies, hidden processes, and rootkit detection. Applies plugins like pslist, psscan, vadinfo, malfind, and dlllist to extract forensic artifacts from Windows memory images. Use during incident response memory analysis.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/extracting-memory-artifacts-with-rekall/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/extracting-memory-artifacts-with-rekall/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to use Rekall memory forensics framework to analyze memory dumps for process hollowing, injected code via VAD anomalies.",
  "example_prompts": [
   "Can you help me use Rekall memory forensics framework to analyze memory dumps for process?",
   "Walk me through extracting memory artifacts with rekall step by step",
   "What's the best way to approach extracting memory artifacts with rekall for my project?"
  ],
  "keywords": [
   "extracting-memory-artifacts-with-rekall",
   "uses",
   "rekall",
   "memory",
   "forensics",
   "framework",
   "analyze",
   "dumps",
   "process",
   "hollowing"
  ]
 },
 {
  "name": "extracting-windows-event-logs-artifacts",
  "description": "Extract, parse, and analyze Windows Event Logs (EVTX) using Chainsaw, Hayabusa, and EvtxECmd to detect lateral movement, persistence, and privilege escalation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/extracting-windows-event-logs-artifacts/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/extracting-windows-event-logs-artifacts/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for extract, parse, and analyze Windows Event Logs using Chainsaw, Hayabusa, and EvtxECmd to detect lateral movement, persistence.",
  "example_prompts": [
   "Can you help me extract, parse, and analyze Windows Event Logs using Chainsaw, Hayabusa?",
   "Walk me through extracting windows event logs artifacts step by step",
   "What's the best way to approach extracting windows event logs artifacts for my project?"
  ],
  "keywords": [
   "extracting-windows-event-logs-artifacts",
   "extract",
   "parse",
   "analyze",
   "windows",
   "event",
   "logs",
   "evtx",
   "using",
   "chainsaw"
  ]
 },
 {
  "name": "fleet-hunting-with-velociraptor",
  "description": "Deploy a Velociraptor server and agents, then author VQL (Velociraptor Query Language) artifacts and run them as fleet-wide hunts, on-demand forensic collections, or standalone offline collectors. Use when hunting a TTP across hundreds or thousands of endpoints, collecting forensic artifacts during incident response without re-imaging, or generating collectors for unmanaged/air-gapped hosts.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/fleet-hunting-with-velociraptor/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/fleet-hunting-with-velociraptor/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting a TTP across hundreds or thousands of endpoints, collecting forensic artifacts during incident response without re-imaging.",
  "example_prompts": [
   "Help me with hunting a TTP across hundreds or thousands of endpoints, collecting forensic",
   "Walk me through fleet hunting with velociraptor step by step",
   "What's the best way to approach fleet hunting with velociraptor for my project?"
  ],
  "keywords": [
   "fleet-hunting-with-velociraptor",
   "deploy",
   "velociraptor",
   "server",
   "agents",
   "then",
   "author",
   "vql",
   "query",
   "language"
  ]
 },
 {
  "name": "generating-and-analyzing-sboms",
  "description": "Generate CycloneDX and SPDX SBOMs from container images and filesystems with Syft, correlate them to CVEs with Grype, and sign/attest them with Cosign. Use when you need a machine-readable dependency inventory for supply-chain risk, want to scan images or SBOMs for known vulnerabilities, or are embedding SBOM generation and vulnerability gating into CI/CD.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/generating-and-analyzing-sboms/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/generating-and-analyzing-sboms/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to need a machine-readable dependency inventory for supply-chain risk, want to scan images or SBOMs for known vulnerabilities.",
  "example_prompts": [
   "Can you help me need a machine-readable dependency inventory for supply-chain risk, want to scan?",
   "Walk me through generating and analyzing sboms step by step",
   "What's the best way to approach generating and analyzing sboms for my project?"
  ],
  "keywords": [
   "generating-and-analyzing-sboms",
   "generate",
   "cyclonedx",
   "spdx",
   "sboms",
   "container",
   "images",
   "filesystems",
   "syft",
   "correlate"
  ]
 },
 {
  "name": "generating-forensic-timelines-with-hayabusa",
  "description": "Run Hayabusa against collected Windows EVTX files to apply Sigma detection rules and produce a prioritized, chronological CSV/JSON timeline with severity levels, MITRE ATT&CK mappings, and per-host/per-Event-ID metrics. Use during DFIR triage to turn raw event logs into a fast, SIEM-free incident timeline, or to export results into Timesketch or Timeline Explorer for collaborative analysis.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/generating-forensic-timelines-with-hayabusa/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/generating-forensic-timelines-with-hayabusa/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to run Hayabusa against collected Windows EVTX files to apply Sigma detection rules and produce a prioritized.",
  "example_prompts": [
   "Can you help me run Hayabusa against collected Windows EVTX files to apply Sigma detection?",
   "Walk me through generating forensic timelines with hayabusa step by step",
   "What's the best way to approach generating forensic timelines with hayabusa for my project?"
  ],
  "keywords": [
   "generating-forensic-timelines-with-hayabusa",
   "run",
   "hayabusa",
   "against",
   "collected",
   "windows",
   "evtx",
   "files",
   "apply",
   "sigma"
  ]
 },
 {
  "name": "generating-threat-intelligence-reports",
  "description": "Generates structured cyber threat intelligence reports at strategic, operational, and tactical levels tailored to specific audiences including executives, security operations teams, and technical analysts. Use when producing finished intelligence products from raw collection data, creating sector threat briefings, or delivering post-incident intelligence assessments. Activates for requests involving CTI report writing, threat briefings, intelligence products, finished intelligence, or executive security reporting.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/generating-threat-intelligence-reports/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/generating-threat-intelligence-reports/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're producing finished intelligence products from raw collection data, creating sector threat briefings.",
  "example_prompts": [
   "Help me with producing finished intelligence products from raw collection data, creating sector threat",
   "Walk me through generating threat intelligence reports step by step",
   "What's the best way to approach generating threat intelligence reports for my project?"
  ],
  "keywords": [
   "generating-threat-intelligence-reports",
   "generates",
   "structured",
   "cyber",
   "threat",
   "intelligence",
   "reports",
   "strategic",
   "operational",
   "tactical"
  ]
 },
 {
  "name": "hardening-docker-containers-for-production",
  "description": "Hardens Dockerfiles, images, and per-container runtime settings against the CIS Docker Benchmark v1.8.0: non-root users, dropped capabilities, read-only root filesystem, seccomp and AppArmor profiles, and minimal multi-stage builds, validated with docker-bench-security, Hadolint, and Dockle. Use when preparing a container or Dockerfile for production, or auditing images and runtime flags against CIS Docker controls. Keywords: Dockerfile, USER, --cap-drop, read-only rootfs, seccomp, AppArmor, multi-stage, Hadolint, Dockle. Do not use for the Docker daemon's own configuration - use hardening-docker-daemon-configuration.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hardening-docker-containers-for-production/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hardening-docker-containers-for-production/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're preparing a container or Dockerfile for production, or auditing images and runtime flags against CIS Docker controls.",
  "example_prompts": [
   "Help me with preparing a container or Dockerfile for production, or auditing images",
   "Walk me through hardening docker containers for production step by step",
   "What's the best way to approach hardening docker containers for production for my project?"
  ],
  "keywords": [
   "hardening-docker-containers-for-production",
   "hardens",
   "dockerfiles",
   "images",
   "per-container",
   "runtime",
   "settings",
   "against",
   "cis",
   "docker"
  ]
 },
 {
  "name": "hardening-docker-daemon-configuration",
  "description": "Hardens the Docker daemon (dockerd) through /etc/docker/daemon.json with user namespace remapping, TLS client authentication, seccomp profiles, and CIS Docker Benchmark controls such as icc, no-new-privileges, and live-restore. Use when securing a Docker host's daemon to prevent privilege escalation, breakout, or lateral movement, or when auditing daemon settings against CIS requirements. Keywords: dockerd, daemon.json, userns-remap, no-new-privileges, icc, live-restore, TLS socket. Do not use for hardening images and per-container runtime flags - use hardening-docker-containers-for-production.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hardening-docker-daemon-configuration/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hardening-docker-daemon-configuration/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're securing a Docker host's daemon to prevent privilege escalation, breakout, or lateral movement.",
  "example_prompts": [
   "Help me with securing a Docker host's daemon to prevent privilege escalation, breakout",
   "Walk me through hardening docker daemon configuration step by step",
   "What's the best way to approach hardening docker daemon configuration for my project?"
  ],
  "keywords": [
   "hardening-docker-daemon-configuration",
   "hardens",
   "docker",
   "daemon",
   "dockerd",
   "through",
   "etc",
   "json",
   "namespace",
   "remapping"
  ]
 },
 {
  "name": "hardening-linux-endpoint-with-cis-benchmark",
  "description": "Hardens Linux endpoints using CIS Benchmark recommendations for Ubuntu, RHEL, and CentOS to reduce attack surface, enforce security baselines, and meet compliance requirements. Use when deploying new Linux servers, remediating audit findings, or establishing security baselines for Linux infrastructure. Activates for requests involving Linux hardening, CIS benchmarks for Linux, server security baselines, or Linux configuration compliance.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hardening-linux-endpoint-with-cis-benchmark/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hardening-linux-endpoint-with-cis-benchmark/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying new Linux servers, remediating audit findings, or establishing security baselines for Linux infrastructure.",
  "example_prompts": [
   "Help me with deploying new Linux servers, remediating audit findings, or establishing security baselines",
   "Walk me through hardening linux endpoint with cis benchmark step by step",
   "What's the best way to approach hardening linux endpoint with cis benchmark for my project?"
  ],
  "keywords": [
   "hardening-linux-endpoint-with-cis-benchmark",
   "hardens",
   "linux",
   "endpoints",
   "using",
   "cis",
   "benchmark",
   "recommendations",
   "ubuntu",
   "rhel"
  ]
 },
 {
  "name": "hardening-windows-endpoint-with-cis-benchmark",
  "description": "Hardens Windows endpoints using CIS (Center for Internet Security) Benchmark recommendations to reduce attack surface, enforce security baselines, and meet compliance requirements. Use when deploying new Windows workstations or servers, remediating audit findings, or establishing organization-wide security baselines. Activates for requests involving Windows hardening, CIS benchmarks, GPO security baselines, or endpoint configuration compliance.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hardening-windows-endpoint-with-cis-benchmark/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hardening-windows-endpoint-with-cis-benchmark/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying new Windows workstations or servers, remediating audit findings, or establishing organization-wide security baselines.",
  "example_prompts": [
   "Help me with deploying new Windows workstations or servers, remediating audit findings, or establishing",
   "Walk me through hardening windows endpoint with cis benchmark step by step",
   "What's the best way to approach hardening windows endpoint with cis benchmark for my project?"
  ],
  "keywords": [
   "hardening-windows-endpoint-with-cis-benchmark",
   "hardens",
   "windows",
   "endpoints",
   "using",
   "cis",
   "center",
   "internet",
   "security",
   "benchmark"
  ]
 },
 {
  "name": "hunting-advanced-persistent-threats",
  "description": "Proactively hunts for Advanced Persistent Threat (APT) activity within enterprise environments using hypothesis-driven searches across endpoint telemetry, network logs, and memory artifacts. Use when conducting scheduled threat hunting cycles, investigating anomalous behavior flagged by UEBA, or validating that known APT TTPs are not present in the environment. Activates for requests involving MITRE ATT&CK, Velociraptor, osquery, Zeek, or threat hunting playbooks.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-advanced-persistent-threats/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-advanced-persistent-threats/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're conducting scheduled threat hunting cycles, investigating anomalous behavior flagged by UEBA.",
  "example_prompts": [
   "Help me with conducting scheduled threat hunting cycles, investigating anomalous behavior flagged by UEBA",
   "Walk me through hunting advanced persistent threats step by step",
   "What's the best way to approach hunting advanced persistent threats for my project?"
  ],
  "keywords": [
   "hunting-advanced-persistent-threats",
   "proactively",
   "hunts",
   "advanced",
   "persistent",
   "threat",
   "apt",
   "activity",
   "within",
   "enterprise"
  ]
 },
 {
  "name": "hunting-bootkits-in-efi-system-partition",
  "description": "Baseline the EFI System Partition and hunt malicious EFI binaries such as ESPecter, BlackLotus, Bootkitty, and Glupteba by mounting the ESP, hashing and verifying boot loaders, scanning with YARA, and flagging anomalous non-EFI files or out-of-band bootloader changes. Use during proactive threat hunts for firmware/bootkit persistence (MITRE ATT&CK T1542.003) or when investigating suspected UEFI-level compromise that survives OS reinstall.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-bootkits-in-efi-system-partition/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-bootkits-in-efi-system-partition/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to baseline the EFI System Partition and hunt malicious EFI binaries such as ESPecter, BlackLotus, Bootkitty.",
  "example_prompts": [
   "Can you help me baseline the EFI System Partition and hunt malicious EFI binaries such?",
   "Walk me through hunting bootkits in efi system partition step by step",
   "What's the best way to approach hunting bootkits in efi system partition for my project?"
  ],
  "keywords": [
   "hunting-bootkits-in-efi-system-partition",
   "baseline",
   "efi",
   "system",
   "partition",
   "hunt",
   "malicious",
   "binaries",
   "such",
   "especter"
  ]
 },
 {
  "name": "hunting-credential-stuffing-attacks",
  "description": "Detects credential stuffing attacks by analyzing authentication logs for login velocity anomalies, ASN diversity, password spray patterns, and geographic distribution of failed logins. Uses statistical analysis on Splunk or raw log data. Use when investigating account takeover campaigns or building detection rules for auth abuse.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-credential-stuffing-attacks/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-credential-stuffing-attacks/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating account takeover campaigns or building detection rules for auth abuse.",
  "example_prompts": [
   "Help me with investigating account takeover campaigns or building detection rules for auth abuse",
   "Walk me through hunting credential stuffing attacks step by step",
   "What's the best way to approach hunting credential stuffing attacks for my project?"
  ],
  "keywords": [
   "hunting-credential-stuffing-attacks",
   "detects",
   "credential",
   "stuffing",
   "attacks",
   "analyzing",
   "authentication",
   "logs",
   "login",
   "velocity"
  ]
 },
 {
  "name": "hunting-evtx-with-chainsaw",
  "description": "Run Chainsaw against collected Windows EVTX files to hunt with the SigmaHQ rule corpus, built-in detection rules, and high-speed keyword/regex search, plus analyze shimcache, SRUM, and event-log gaps, outputting colorized tables, CSV, or JSON. Use during first-response triage for offline, SIEM-free detection over Windows event logs, or to quickly confirm a hunt hypothesis and produce reporting output.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-evtx-with-chainsaw/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-evtx-with-chainsaw/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to run Chainsaw against collected Windows EVTX files to hunt with the SigmaHQ rule corpus, built-in detection rules.",
  "example_prompts": [
   "Can you help me run Chainsaw against collected Windows EVTX files to hunt with?",
   "Walk me through hunting evtx with chainsaw step by step",
   "What's the best way to approach hunting evtx with chainsaw for my project?"
  ],
  "keywords": [
   "hunting-evtx-with-chainsaw",
   "run",
   "chainsaw",
   "against",
   "collected",
   "windows",
   "evtx",
   "files",
   "hunt",
   "sigmahq"
  ]
 },
 {
  "name": "hunting-for-anomalous-powershell-execution",
  "description": "Hunt for malicious PowerShell activity by analyzing Script Block Logging (Event 4104), Module Logging (Event 4103), and process creation events. The analyst parses Windows Event Log EVTX files to detect obfuscated commands, AMSI bypass attempts, encoded payloads, credential dumping keywords, and suspicious download cradles. Activates for requests involving PowerShell threat hunting, script block analysis, encoded command detection, or AMSI bypass identification.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-anomalous-powershell-execution/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-anomalous-powershell-execution/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to hunt for malicious PowerShell activity by analyzing Script Block Logging , Module Logging , and process creation events.",
  "example_prompts": [
   "Can you help me hunt for malicious PowerShell activity by analyzing Script Block Logging?",
   "Walk me through hunting for anomalous powershell execution step by step",
   "What's the best way to approach hunting for anomalous powershell execution for my project?"
  ],
  "keywords": [
   "hunting-for-anomalous-powershell-execution",
   "hunt",
   "malicious",
   "powershell",
   "activity",
   "analyzing",
   "script",
   "block",
   "logging",
   "event"
  ]
 },
 {
  "name": "hunting-for-beaconing-with-frequency-analysis",
  "description": "Identify command-and-control beaconing patterns in network traffic by applying statistical frequency analysis, jitter calculation, and coefficient of variation scoring to detect periodic callbacks from compromised endpoints.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-beaconing-with-frequency-analysis/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-beaconing-with-frequency-analysis/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for identify command-and-control beaconing patterns in network traffic by applying statistical frequency analysis, jitter calculation.",
  "example_prompts": [
   "Can you help me identify command-and-control beaconing patterns in network traffic by applying statistical frequency?",
   "Walk me through hunting for beaconing with frequency analysis step by step",
   "What's the best way to approach hunting for beaconing with frequency analysis for my project?"
  ],
  "keywords": [
   "hunting-for-beaconing-with-frequency-analysis",
   "identify",
   "command-and-control",
   "beaconing",
   "patterns",
   "network",
   "traffic",
   "applying",
   "statistical",
   "frequency"
  ]
 },
 {
  "name": "hunting-for-cobalt-strike-beacons",
  "description": "Detect Cobalt Strike beacon command-and-control traffic using default TLS certificate signatures (serial 8BB00EE), JA3/JA3S/JARM fingerprints, HTTP malleable C2 profile pattern matching, and beacon jitter/interval analysis, built with Zeek network logs, Suricata IDS rules, and Python PCAP analysis. Use when hunting for Cobalt Strike beacon callbacks in network traffic or building detection rules for this C2 framework.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-cobalt-strike-beacons/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-cobalt-strike-beacons/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for Cobalt Strike beacon callbacks in network traffic or building detection rules for this C2 framework.",
  "example_prompts": [
   "Help me with hunting for Cobalt Strike beacon callbacks in network traffic or building",
   "Walk me through hunting for cobalt strike beacons step by step",
   "What's the best way to approach hunting for cobalt strike beacons for my project?"
  ],
  "keywords": [
   "hunting-for-cobalt-strike-beacons",
   "detect",
   "cobalt",
   "strike",
   "beacon",
   "command-and-control",
   "traffic",
   "using",
   "default",
   "tls"
  ]
 },
 {
  "name": "hunting-for-command-and-control-beaconing",
  "description": "Detect C2 beaconing patterns in network traffic using frequency analysis, jitter detection, and domain reputation to identify compromised endpoints communicating with adversary infrastructure.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-command-and-control-beaconing/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-command-and-control-beaconing/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to detect C2 beaconing patterns in network traffic using frequency analysis, jitter detection.",
  "example_prompts": [
   "Can you help me detect C2 beaconing patterns in network traffic using frequency analysis, jitter?",
   "Walk me through hunting for command and control beaconing step by step",
   "What's the best way to approach hunting for command and control beaconing for my project?"
  ],
  "keywords": [
   "hunting-for-command-and-control-beaconing",
   "detect",
   "beaconing",
   "patterns",
   "network",
   "traffic",
   "using",
   "frequency",
   "analysis",
   "jitter"
  ]
 },
 {
  "name": "hunting-for-data-exfiltration-indicators",
  "description": "Hunt for data exfiltration by analyzing Zeek and Suricata network telemetry for unusual data flows, DNS tunneling via large/frequent TXT queries, uploads to personal cloud storage, and encrypted-channel abuse, correlated against threat intel on destination domains. Use when hunting for data theft in a compromised environment, investigating unusual outbound data volumes, or determining what data was stolen during incident response.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-data-exfiltration-indicators/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-data-exfiltration-indicators/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for data theft in a compromised environment, investigating unusual outbound data volumes.",
  "example_prompts": [
   "Help me with hunting for data theft in a compromised environment, investigating unusual outbound",
   "Walk me through hunting for data exfiltration indicators step by step",
   "What's the best way to approach hunting for data exfiltration indicators for my project?"
  ],
  "keywords": [
   "hunting-for-data-exfiltration-indicators",
   "hunt",
   "data",
   "exfiltration",
   "analyzing",
   "zeek",
   "suricata",
   "network",
   "telemetry",
   "unusual"
  ]
 },
 {
  "name": "hunting-for-data-staging-before-exfiltration",
  "description": "Detect data-staging activity (MITRE ATT&CK T1074) by analyzing EDR/Sysmon process-creation and file-system telemetry (Event ID 4688, Sysmon 1/11) for 7-Zip/RAR/tar archive creation, unusual temp or hidden folder access, and anomalous consolidation of files from multiple directories. Use when hunting for pre-exfiltration staging behavior, building detection rules for archiver abuse, or validating monitoring coverage for T1074.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-data-staging-before-exfiltration/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-data-staging-before-exfiltration/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for pre-exfiltration staging behavior, building detection rules for archiver abuse.",
  "example_prompts": [
   "Help me with hunting for pre-exfiltration staging behavior, building detection rules for archiver abuse",
   "Walk me through hunting for data staging before exfiltration step by step",
   "What's the best way to approach hunting for data staging before exfiltration for my project?"
  ],
  "keywords": [
   "hunting-for-data-staging-before-exfiltration",
   "detect",
   "data-staging",
   "activity",
   "mitre",
   "att",
   "t1074",
   "analyzing",
   "edr",
   "sysmon"
  ]
 },
 {
  "name": "hunting-for-dcom-lateral-movement",
  "description": "Hunt for DCOM-based lateral movement (MITRE ATT&CK T1021.003) by detecting abuse of MMC20.Application, ShellBrowserWindow, and ShellWindows COM objects via Sysmon Event ID 1/3 correlation, WMI event analysis, and RPC endpoint mapper traffic on port 135. Use when investigating suspicious mmc.exe/dllhost.exe child processes, building T1021.003 detections, or auditing DCOM exposure during purple-team exercises.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-dcom-lateral-movement/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-dcom-lateral-movement/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating suspicious mmc.",
  "example_prompts": [
   "Help me with investigating suspicious mmc",
   "Walk me through hunting for dcom lateral movement step by step",
   "What's the best way to approach hunting for dcom lateral movement for my project?"
  ],
  "keywords": [
   "hunting-for-dcom-lateral-movement",
   "hunt",
   "dcom-based",
   "lateral",
   "movement",
   "mitre",
   "att",
   "t1021",
   "detecting",
   "abuse"
  ]
 },
 {
  "name": "hunting-for-dcsync-attacks",
  "description": "Detect DCSync attacks (MITRE ATT&CK T1003.006) by analyzing Windows Event ID 4662 (AccessMask 0x100) for DS-Replication-Get-Changes and DS-Replication-Get-Changes-All requests issued by non-domain-controller accounts. Use when hunting for DCSync credential theft, after detecting Mimikatz-class tooling, or during incident response and purple-team exercises involving Active Directory replication abuse.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-dcsync-attacks/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-dcsync-attacks/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for DCSync credential theft, after detecting Mimikatz-class tooling.",
  "example_prompts": [
   "Help me with hunting for DCSync credential theft, after detecting Mimikatz-class tooling",
   "Walk me through hunting for dcsync attacks step by step",
   "What's the best way to approach hunting for dcsync attacks for my project?"
  ],
  "keywords": [
   "hunting-for-dcsync-attacks",
   "detect",
   "dcsync",
   "attacks",
   "mitre",
   "att",
   "t1003",
   "analyzing",
   "windows",
   "event"
  ]
 },
 {
  "name": "hunting-for-defense-evasion-via-timestomping",
  "description": "Detect NTFS timestamp manipulation (MITRE T1070.006) by comparing $STANDARD_INFORMATION vs $FILE_NAME timestamps in the MFT. Uses analyzeMFT and Python to identify files with anomalous temporal patterns indicating anti-forensic timestomping activity.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-defense-evasion-via-timestomping/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-defense-evasion-via-timestomping/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to detect NTFS timestamp manipulation by comparing $STANDARD_INFORMATION vs $FILE_NAME timestamps in the MFT.",
  "example_prompts": [
   "Can you help me detect NTFS timestamp manipulation by comparing $STANDARD_INFORMATION vs $FILE_NAME timestamps in?",
   "Walk me through hunting for defense evasion via timestomping step by step",
   "What's the best way to approach hunting for defense evasion via timestomping for my project?"
  ],
  "keywords": [
   "hunting-for-defense-evasion-via-timestomping",
   "detect",
   "ntfs",
   "timestamp",
   "manipulation",
   "mitre",
   "t1070",
   "comparing",
   "standard",
   "information"
  ]
 },
 {
  "name": "hunting-for-dns-based-persistence",
  "description": "Hunts for DNS-based persistence mechanisms such as DNS hijacking, dangling CNAME records enabling subdomain takeover, wildcard DNS abuse, and unauthorized zone or NS delegation changes, using passive DNS history (SecurityTrails API), Route53/Azure DNS/Cloudflare audit logs, and zone transfer analysis. Use when investigating suspected DNS hijacking or subdomain takeover, or when threat hunting for DNS record tampering that persists across credential rotations and endpoint reimaging.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-dns-based-persistence/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-dns-based-persistence/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating suspected DNS hijacking or subdomain takeover.",
  "example_prompts": [
   "Help me with investigating suspected DNS hijacking or subdomain takeover",
   "Walk me through hunting for dns based persistence step by step",
   "What's the best way to approach hunting for dns based persistence for my project?"
  ],
  "keywords": [
   "hunting-for-dns-based-persistence",
   "hunts",
   "dns-based",
   "persistence",
   "mechanisms",
   "such",
   "dns",
   "hijacking",
   "dangling",
   "cname"
  ]
 },
 {
  "name": "hunting-for-dns-tunneling-with-zeek",
  "description": "Detects DNS tunneling and covert-channel data exfiltration by analyzing Zeek dns.log for high-entropy subdomain queries, excessive query volume, abnormally long query lengths, and unusual DNS record types (TXT/NULL/CNAME). Use when hunting for DNS-based data exfiltration or C2 covert channels in network traffic, or when triaging suspicious DNS query volume/patterns surfaced by Zeek logs.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-dns-tunneling-with-zeek/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-dns-tunneling-with-zeek/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for DNS-based data exfiltration or C2 covert channels in network traffic.",
  "example_prompts": [
   "Help me with hunting for DNS-based data exfiltration or C2 covert channels in network",
   "Walk me through hunting for dns tunneling with zeek step by step",
   "What's the best way to approach hunting for dns tunneling with zeek for my project?"
  ],
  "keywords": [
   "hunting-for-dns-tunneling-with-zeek",
   "detects",
   "dns",
   "tunneling",
   "covert-channel",
   "data",
   "exfiltration",
   "analyzing",
   "zeek",
   "log"
  ]
 },
 {
  "name": "hunting-for-domain-fronting-c2-traffic",
  "description": "Detects domain fronting C2 traffic by analyzing SNI-vs-HTTP-Host-header mismatches in proxy logs and inspecting TLS certificate discrepancies with pyOpenSSL. Use when hunting for command-and-control traffic hidden behind legitimate CDN domains, or when investigating proxy/TLS logs for signs of domain fronting evasion.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-domain-fronting-c2-traffic/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-domain-fronting-c2-traffic/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for command-and-control traffic hidden behind legitimate CDN domains.",
  "example_prompts": [
   "Help me with hunting for command-and-control traffic hidden behind legitimate CDN domains",
   "Walk me through hunting for domain fronting c2 traffic step by step",
   "What's the best way to approach hunting for domain fronting c2 traffic for my project?"
  ],
  "keywords": [
   "hunting-for-domain-fronting-c2-traffic",
   "detects",
   "domain",
   "fronting",
   "traffic",
   "analyzing",
   "sni-vs-http-host-header",
   "mismatches",
   "proxy",
   "logs"
  ]
 },
 {
  "name": "hunting-for-lateral-movement-via-wmi",
  "description": "Detects WMI-based lateral movement (e.g. wmic process call create, Win32_Process.Create()) by analyzing Windows Event ID 4688 and Sysmon Event ID 1 for WmiPrvSE.exe spawning suspicious child processes like cmd.exe or powershell.exe, plus WMI-Activity/Operational events 5857/5860/5861 for subscription-based persistence. Use when hunting for remote code execution via WMI or investigating lateral movement across Windows hosts.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-lateral-movement-via-wmi/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-lateral-movement-via-wmi/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for remote code execution via WMI or investigating lateral movement across Windows hosts.",
  "example_prompts": [
   "Help me with hunting for remote code execution via WMI or investigating lateral movement",
   "Walk me through hunting for lateral movement via wmi step by step",
   "What's the best way to approach hunting for lateral movement via wmi for my project?"
  ],
  "keywords": [
   "hunting-for-lateral-movement-via-wmi",
   "detects",
   "wmi-based",
   "lateral",
   "movement",
   "wmic",
   "process",
   "call",
   "create",
   "win32"
  ]
 },
 {
  "name": "hunting-for-living-off-the-cloud-techniques",
  "description": "Hunts for adversary abuse of legitimate cloud services (Azure, AWS, GCP, and SaaS platforms) for command-and-control, data staging, and exfiltration, i.e. \"living off the cloud\" tradecraft that blends in with normal cloud API and service activity. Use when threat hunting for cloud-native C2 channels, abnormal use of storage/SaaS services for data staging, or exfiltration hidden in legitimate cloud traffic.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-living-off-the-cloud-techniques/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-living-off-the-cloud-techniques/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to threat hunting for cloud-native C2 channels, abnormal use of storage/SaaS services for data staging.",
  "example_prompts": [
   "Can you help me threat hunting for cloud-native C2 channels, abnormal use of storage/SaaS services?",
   "Walk me through hunting for living off the cloud techniques step by step",
   "What's the best way to approach hunting for living off the cloud techniques for my project?"
  ],
  "keywords": [
   "hunting-for-living-off-the-cloud-techniques",
   "hunts",
   "adversary",
   "abuse",
   "legitimate",
   "cloud",
   "services",
   "azure",
   "aws",
   "gcp"
  ]
 },
 {
  "name": "hunting-for-living-off-the-land-binaries",
  "description": "Proactively hunts for adversary abuse of legitimate, signed system binaries (LOLBins) used to execute malicious payloads, download files, or proxy execution while evading application allowlisting and defense-evasion controls. Use when building LOLBins detection rules for EDR/SIEM or when threat hunting for defense-evasion activity involving trusted system binaries.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-living-off-the-land-binaries/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-living-off-the-land-binaries/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building LOLBins detection rules for EDR/SIEM or when threat hunting for defense-evasion activity involving trusted system binaries.",
  "example_prompts": [
   "Help me with building LOLBins detection rules for EDR/SIEM or when threat hunting",
   "Walk me through hunting for living off the land binaries step by step",
   "What's the best way to approach hunting for living off the land binaries for my project?"
  ],
  "keywords": [
   "hunting-for-living-off-the-land-binaries",
   "proactively",
   "hunts",
   "adversary",
   "abuse",
   "legitimate",
   "signed",
   "system",
   "binaries",
   "lolbins"
  ]
 },
 {
  "name": "hunting-for-lolbins-execution-in-endpoint-logs",
  "description": "Hunts for LOLBins (Living Off the Land Binaries) abuse, mapped to MITRE T1218, by analyzing endpoint process-creation logs for suspicious execution patterns of legitimate Windows system binaries used for malicious purposes. Use when reviewing endpoint process telemetry for LOLBins-based defense evasion or building detections for signed-binary proxy execution.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-lolbins-execution-in-endpoint-logs/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-lolbins-execution-in-endpoint-logs/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're reviewing endpoint process telemetry for LOLBins-based defense evasion or building detections for signed-binary proxy execution.",
  "example_prompts": [
   "Help me with reviewing endpoint process telemetry for LOLBins-based defense evasion or building detections",
   "Walk me through hunting for lolbins execution in endpoint logs step by step",
   "What's the best way to approach hunting for lolbins execution in endpoint logs for my project?"
  ],
  "keywords": [
   "hunting-for-lolbins-execution-in-endpoint-logs",
   "hunts",
   "lolbins",
   "living",
   "off",
   "land",
   "binaries",
   "abuse",
   "mapped",
   "mitre"
  ]
 },
 {
  "name": "hunting-for-ntlm-relay-attacks",
  "description": "Detects NTLM relay attacks (MITRE T1557.001) by analyzing Windows Event ID 4624 logon type 3 with NTLMSSP authentication, flagging IP-to-hostname mismatches, Responder/LLMNR poisoning signatures, SMB signing status, and anomalous cross-domain authentication patterns. Use when investigating credential-relay activity in Active Directory or building detections for NTLM relay and coercion-based attacks.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-ntlm-relay-attacks/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-ntlm-relay-attacks/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating credential-relay activity in Active Directory or building detections for NTLM relay and coercion-based attacks.",
  "example_prompts": [
   "Help me with investigating credential-relay activity in Active Directory or building detections for NTLM",
   "Walk me through hunting for ntlm relay attacks step by step",
   "What's the best way to approach hunting for ntlm relay attacks for my project?"
  ],
  "keywords": [
   "hunting-for-ntlm-relay-attacks",
   "detects",
   "ntlm",
   "relay",
   "attacks",
   "mitre",
   "t1557",
   "analyzing",
   "windows",
   "event"
  ]
 },
 {
  "name": "hunting-for-persistence-mechanisms-in-windows",
  "description": "Systematically hunts for adversary persistence mechanisms across Windows endpoints, covering registry Run/RunOnce keys, services, startup folders, scheduled tasks, and WMI event subscriptions. Use when performing a broad persistence sweep during incident response or building SIEM detections that cover the full range of Windows persistence techniques (MITRE T1547).",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-persistence-mechanisms-in-windows/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-persistence-mechanisms-in-windows/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're performing a broad persistence sweep during incident response.",
  "example_prompts": [
   "Help me with performing a broad persistence sweep during incident response",
   "Walk me through hunting for persistence mechanisms in windows step by step",
   "What's the best way to approach hunting for persistence mechanisms in windows for my project?"
  ],
  "keywords": [
   "hunting-for-persistence-mechanisms-in-windows",
   "systematically",
   "hunts",
   "adversary",
   "persistence",
   "mechanisms",
   "across",
   "windows",
   "endpoints",
   "covering"
  ]
 },
 {
  "name": "hunting-for-persistence-via-wmi-subscriptions",
  "description": "Hunts for adversary persistence via WMI event subscriptions (MITRE T1546.003) by monitoring the creation of WMI event filters, consumers, and filter-to-consumer bindings that trigger malicious code execution on system events. Use when investigating fileless, trigger-based persistence on Windows hosts or auditing WMI repository contents for malicious event subscriptions.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-persistence-via-wmi-subscriptions/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-persistence-via-wmi-subscriptions/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to hunt for adversary persistence via WMI event subscriptions by monitoring the creation of WMI event filters, consumers.",
  "example_prompts": [
   "Can you help me hunt for adversary persistence via WMI event subscriptions by monitoring?",
   "Walk me through hunting for persistence via wmi subscriptions step by step",
   "What's the best way to approach hunting for persistence via wmi subscriptions for my project?"
  ],
  "keywords": [
   "hunting-for-persistence-via-wmi-subscriptions",
   "hunts",
   "adversary",
   "persistence",
   "via",
   "wmi",
   "event",
   "subscriptions",
   "mitre",
   "t1546"
  ]
 },
 {
  "name": "hunting-for-process-injection-techniques",
  "description": "Detects process injection techniques (MITRE T1055) — including CreateRemoteThread injection, process hollowing, and DLL injection — by analyzing Sysmon Event IDs 8 (CreateRemoteThread) and 10 (ProcessAccess) alongside EDR process telemetry. Use when hunting for in-memory code injection or defense evasion via legitimate process abuse on Windows endpoints.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-process-injection-techniques/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-process-injection-techniques/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for in-memory code injection or defense evasion via legitimate process abuse on Windows endpoints.",
  "example_prompts": [
   "Help me with hunting for in-memory code injection or defense evasion via legitimate process",
   "Walk me through hunting for process injection techniques step by step",
   "What's the best way to approach hunting for process injection techniques for my project?"
  ],
  "keywords": [
   "hunting-for-process-injection-techniques",
   "detects",
   "process",
   "injection",
   "techniques",
   "mitre",
   "t1055",
   "including",
   "createremotethread",
   "hollowing"
  ]
 },
 {
  "name": "hunting-for-registry-persistence-mechanisms",
  "description": "Hunts for registry-based persistence mechanisms (MITRE T1547) in Windows environments, including Run/RunOnce keys, Winlogon Shell/Userinit modifications, Image File Execution Options (IFEO) debugger injection, and COM hijacking via CLSID overrides. Use when auditing the registry for persistence artifacts or building detections for registry-based malware autostart techniques.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-registry-persistence-mechanisms/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-registry-persistence-mechanisms/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're auditing the registry for persistence artifacts or building detections for registry-based malware autostart techniques.",
  "example_prompts": [
   "Help me with auditing the registry for persistence artifacts or building detections for registry-based",
   "Walk me through hunting for registry persistence mechanisms step by step",
   "What's the best way to approach hunting for registry persistence mechanisms for my project?"
  ],
  "keywords": [
   "hunting-for-registry-persistence-mechanisms",
   "hunts",
   "registry-based",
   "persistence",
   "mechanisms",
   "mitre",
   "t1547",
   "windows",
   "environments",
   "including"
  ]
 },
 {
  "name": "hunting-for-registry-run-key-persistence",
  "description": "Detect MITRE ATT&CK T1547.001 registry Run key persistence by analyzing Sysmon Event ID 13 logs and registry queries to identify malicious auto-start entries.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-registry-run-key-persistence/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-registry-run-key-persistence/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to detect MITRE ATT&CK T1547.001 registry Run key persistence by analyzing Sysmon Event ID 13 logs and registry queries.",
  "example_prompts": [
   "Can you help me detect MITRE ATT&CK T1547.001 registry Run key persistence by analyzing Sysmon?",
   "Walk me through hunting for registry run key persistence step by step",
   "What's the best way to approach hunting for registry run key persistence for my project?"
  ],
  "keywords": [
   "hunting-for-registry-run-key-persistence",
   "detect",
   "mitre",
   "att",
   "t1547",
   "registry",
   "run",
   "key",
   "persistence",
   "analyzing"
  ]
 },
 {
  "name": "hunting-for-scheduled-task-persistence",
  "description": "Runs a hypothesis-driven threat hunt for Windows Scheduled Task persistence (T1053), guiding SIEM/EDR queries against task creation events (e.g. Event ID 4698), suspicious task actions, and unusual scheduling patterns. Use when hunting for scheduled-task persistence, after threat intel flags related campaigns, during incident response, or when alerts fire on schtasks/at.exe activity.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-scheduled-task-persistence/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-scheduled-task-persistence/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for scheduled-task persistence, after threat intel flags related campaigns, during incident response.",
  "example_prompts": [
   "Help me with hunting for scheduled-task persistence, after threat intel flags related campaigns, during",
   "Walk me through hunting for scheduled task persistence step by step",
   "What's the best way to approach hunting for scheduled task persistence for my project?"
  ],
  "keywords": [
   "hunting-for-scheduled-task-persistence",
   "runs",
   "hypothesis-driven",
   "threat",
   "hunt",
   "windows",
   "scheduled",
   "task",
   "persistence",
   "t1053"
  ]
 },
 {
  "name": "hunting-for-shadow-copy-deletion",
  "description": "Runs a hypothesis-driven threat hunt for Volume Shadow Copy deletion (T1490) by querying SIEM/EDR telemetry for vssadmin, wmic shadowcopy, and PowerShell shadow-copy-deletion commands. Use when hunting for ransomware preparation or anti-forensics activity, after threat intel flags active campaigns, or when alerts trigger on shadow-copy deletion commands.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-shadow-copy-deletion/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-shadow-copy-deletion/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for ransomware preparation or anti-forensics activity, after threat intel flags active campaigns, or when alerts.",
  "example_prompts": [
   "Help me with hunting for ransomware preparation or anti-forensics activity, after threat intel flags",
   "Walk me through hunting for shadow copy deletion step by step",
   "What's the best way to approach hunting for shadow copy deletion for my project?"
  ],
  "keywords": [
   "hunting-for-shadow-copy-deletion",
   "runs",
   "hypothesis-driven",
   "threat",
   "hunt",
   "volume",
   "shadow",
   "copy",
   "deletion",
   "t1490"
  ]
 },
 {
  "name": "hunting-for-spearphishing-indicators",
  "description": "Hunt for spearphishing campaign indicators across email logs, endpoint telemetry, and network data to detect targeted email attacks.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-spearphishing-indicators/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-spearphishing-indicators/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to hunt for spearphishing campaign indicators across email logs, endpoint telemetry.",
  "example_prompts": [
   "Can you help me hunt for spearphishing campaign indicators across email logs, endpoint telemetry?",
   "Walk me through hunting for spearphishing indicators step by step",
   "What's the best way to approach hunting for spearphishing indicators for my project?"
  ],
  "keywords": [
   "hunting-for-spearphishing-indicators",
   "hunt",
   "spearphishing",
   "campaign",
   "indicators",
   "across",
   "email",
   "logs",
   "endpoint",
   "telemetry"
  ]
 },
 {
  "name": "hunting-for-startup-folder-persistence",
  "description": "Detects T1547.001 startup folder persistence by monitoring Windows startup directories for suspicious file creation, cross-referencing Autoruns entries, and running a Python watchdog script for real-time filesystem monitoring. Use when hunting for malware or implants that survive reboot via startup-folder placement, or when validating autoruns/EDR findings against known-good startup baselines.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-startup-folder-persistence/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-startup-folder-persistence/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for malware or implants that survive reboot via startup-folder placement.",
  "example_prompts": [
   "Help me with hunting for malware or implants that survive reboot via startup-folder placement",
   "Walk me through hunting for startup folder persistence step by step",
   "What's the best way to approach hunting for startup folder persistence for my project?"
  ],
  "keywords": [
   "hunting-for-startup-folder-persistence",
   "detects",
   "t1547",
   "startup",
   "folder",
   "persistence",
   "monitoring",
   "windows",
   "directories",
   "suspicious"
  ]
 },
 {
  "name": "hunting-for-supply-chain-compromise",
  "description": "Runs a hypothesis-driven threat hunt for supply-chain compromise (T1195) by querying SIEM/EDR logs for trojanized software updates, compromised dependencies, unauthorized code modifications, and tampered build artifacts. Use when hunting after threat intel flags a compromised vendor/dependency, scoping a build-pipeline compromise, or reviewing update/build integrity.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-supply-chain-compromise/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-supply-chain-compromise/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting after threat intel flags a compromised vendor/dependency, scoping a build-pipeline compromise.",
  "example_prompts": [
   "Help me with hunting after threat intel flags a compromised vendor/dependency, scoping a build-pipeline",
   "Walk me through hunting for supply chain compromise step by step",
   "What's the best way to approach hunting for supply chain compromise for my project?"
  ],
  "keywords": [
   "hunting-for-supply-chain-compromise",
   "runs",
   "hypothesis-driven",
   "threat",
   "hunt",
   "supply-chain",
   "compromise",
   "t1195",
   "querying",
   "siem"
  ]
 },
 {
  "name": "hunting-for-suspicious-scheduled-tasks",
  "description": "Hunts for adversary persistence and execution via Windows scheduled tasks (T1053.005) by analyzing Security Event ID 4698 task-creation events, suspicious task properties, and unusual execution patterns from schtasks.exe/at.exe. Use after detecting schtasks or at.exe in process creation logs, during incident response to enumerate persistence on compromised hosts, or when Event ID 4698 fires for an unusual task.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-suspicious-scheduled-tasks/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-suspicious-scheduled-tasks/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to hunt for adversary persistence and execution via Windows scheduled tasks by analyzing Security Event ID 4698 task-creation.",
  "example_prompts": [
   "Can you help me hunt for adversary persistence and execution via Windows scheduled tasks?",
   "Walk me through hunting for suspicious scheduled tasks step by step",
   "What's the best way to approach hunting for suspicious scheduled tasks for my project?"
  ],
  "keywords": [
   "hunting-for-suspicious-scheduled-tasks",
   "hunts",
   "adversary",
   "persistence",
   "execution",
   "via",
   "windows",
   "scheduled",
   "tasks",
   "t1053"
  ]
 },
 {
  "name": "hunting-for-t1098-account-manipulation",
  "description": "Hunts for MITRE ATT&CK T1098 account manipulation - shadow admin creation, SID history injection, group membership changes, and credential modifications - by analyzing Windows Security Event Log IDs 4738, 4728, 4732, 4756, 4670, and 5136. Use when investigating suspected privilege persistence in Active Directory, after detecting anomalous group/credential changes, or during incident response to trace account tampering.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-t1098-account-manipulation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-t1098-account-manipulation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating suspected privilege persistence in Active Directory, after detecting anomalous group/credential changes.",
  "example_prompts": [
   "Help me with investigating suspected privilege persistence in Active Directory, after detecting anomalous group/credential",
   "Walk me through hunting for t1098 account manipulation step by step",
   "What's the best way to approach hunting for t1098 account manipulation for my project?"
  ],
  "keywords": [
   "hunting-for-t1098-account-manipulation",
   "hunts",
   "mitre",
   "att",
   "t1098",
   "account",
   "manipulation",
   "shadow",
   "admin",
   "creation"
  ]
 },
 {
  "name": "hunting-for-unusual-network-connections",
  "description": "Runs a hypothesis-driven threat hunt for command-and-control activity (T1071) by querying SIEM/EDR network telemetry for anomalous outbound traffic, rare destinations, non-standard ports, and unusual connection frequencies from endpoints. Use when hunting for beaconing/C2 traffic, after threat intel flags suspicious infrastructure, or when alerts fire on anomalous connections.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-unusual-network-connections/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-unusual-network-connections/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for beaconing/C2 traffic, after threat intel flags suspicious infrastructure, or when alerts fire on anomalous connections.",
  "example_prompts": [
   "Help me with hunting for beaconing/C2 traffic, after threat intel flags suspicious infrastructure",
   "Walk me through hunting for unusual network connections step by step",
   "What's the best way to approach hunting for unusual network connections for my project?"
  ],
  "keywords": [
   "hunting-for-unusual-network-connections",
   "runs",
   "hypothesis-driven",
   "threat",
   "hunt",
   "command-and-control",
   "activity",
   "t1071",
   "querying",
   "siem"
  ]
 },
 {
  "name": "hunting-for-unusual-service-installations",
  "description": "Detects suspicious Windows service installations (MITRE ATT&CK T1543.003) by parsing System event log Event ID 7045, analyzing service binary paths, and flagging indicators of persistence mechanisms via Sysmon/EDR telemetry. Use when hunting for new-service persistence after a suspected compromise, when Event ID 7045 fires for an unfamiliar service, or during incident response to enumerate service-based persistence on Windows hosts.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-unusual-service-installations/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-unusual-service-installations/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for new-service persistence after a suspected compromise, when Event ID 7045 fires for an unfamiliar service.",
  "example_prompts": [
   "Help me with hunting for new-service persistence after a suspected compromise, when Event ID",
   "Walk me through hunting for unusual service installations step by step",
   "What's the best way to approach hunting for unusual service installations for my project?"
  ],
  "keywords": [
   "hunting-for-unusual-service-installations",
   "detects",
   "suspicious",
   "windows",
   "service",
   "installations",
   "mitre",
   "att",
   "t1543",
   "parsing"
  ]
 },
 {
  "name": "hunting-for-webshell-activity",
  "description": "Runs a hypothesis-driven threat hunt for web shell deployment (T1505.003) on internet-facing servers by analyzing file creation in web directories, suspicious child-process spawning from web server processes, and anomalous HTTP request patterns. Use when hunting for web shells after a public-facing app compromise, when EDR/SIEM alerts fire on webserver process anomalies, or during incident response on internet-facing infrastructure.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-for-webshell-activity/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-for-webshell-activity/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for web shells after a public-facing app compromise, when EDR/SIEM alerts fire on webserver process anomalies.",
  "example_prompts": [
   "Help me with hunting for web shells after a public-facing app compromise, when EDR/SIEM",
   "Walk me through hunting for webshell activity step by step",
   "What's the best way to approach hunting for webshell activity for my project?"
  ],
  "keywords": [
   "hunting-for-webshell-activity",
   "runs",
   "hypothesis-driven",
   "threat",
   "hunt",
   "web",
   "shell",
   "deployment",
   "t1505",
   "internet-facing"
  ]
 },
 {
  "name": "hunting-saas-sso-token-abuse",
  "description": "Hunts for stolen-session and OAuth/PRT token replay (T1550.001) by correlating Microsoft Entra ID SigninLogs SessionId/UniqueTokenIdentifier fields and Okta System Log sso/session events to spot impossible travel, refresh-token reuse, and token use from anomalous ASNs. Use when hunting MFA-bypass via stolen cookies/tokens, investigating impossible-travel alerts, or scoping SaaS lateral movement after phishing.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/hunting-saas-sso-token-abuse/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/hunting-saas-sso-token-abuse/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting MFA-bypass via stolen cookies/tokens, investigating impossible-travel alerts.",
  "example_prompts": [
   "Help me with hunting MFA-bypass via stolen cookies/tokens, investigating impossible-travel alerts",
   "Walk me through hunting saas sso token abuse step by step",
   "What's the best way to approach hunting saas sso token abuse for my project?"
  ],
  "keywords": [
   "hunting-saas-sso-token-abuse",
   "hunts",
   "stolen-session",
   "oauth",
   "prt",
   "token",
   "replay",
   "t1550",
   "correlating",
   "microsoft"
  ]
 },
 {
  "name": "implementing-aes-encryption-for-data-at-rest",
  "description": "Guides implementing AES-256 encryption in GCM mode (FIPS 197) for files and data stores at rest, covering key derivation, IV/nonce management, and authenticated encryption. Use when deploying or configuring encryption for data at rest, establishing controls to meet compliance requirements, or reviewing an implementation during a security assessment.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-aes-encryption-for-data-at-rest/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-aes-encryption-for-data-at-rest/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying or configuring encryption for data at rest, establishing controls to meet compliance requirements.",
  "example_prompts": [
   "Help me with deploying or configuring encryption for data at rest, establishing controls",
   "Walk me through implementing aes encryption for data at rest step by step",
   "What's the best way to approach implementing aes encryption for data at rest for my project?"
  ],
  "keywords": [
   "implementing-aes-encryption-for-data-at-rest",
   "guides",
   "implementing",
   "aes-256",
   "encryption",
   "gcm",
   "mode",
   "fips",
   "files",
   "data"
  ]
 },
 {
  "name": "implementing-alert-fatigue-reduction",
  "description": "Implements strategies to reduce SOC alert fatigue by tuning detection rules, consolidating duplicate alerts, implementing risk-based alerting, and measuring alert quality metrics to maintain analyst effectiveness and prevent critical alert dismissal. Use when SOC teams face overwhelming alert volumes, high false positive rates, or declining analyst performance.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-alert-fatigue-reduction/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-alert-fatigue-reduction/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1OC teams face overwhelming alert volumes, high false positive rates, or declining analyst performance.",
  "example_prompts": [
   "I need help with \\1OC teams face overwhelming alert volumes, high false positive rates",
   "Walk me through implementing alert fatigue reduction step by step",
   "What's the best way to approach implementing alert fatigue reduction for my project?"
  ],
  "keywords": [
   "implementing-alert-fatigue-reduction",
   "implements",
   "strategies",
   "reduce",
   "soc",
   "alert",
   "fatigue",
   "tuning",
   "detection",
   "rules"
  ]
 },
 {
  "name": "implementing-anti-phishing-training-program",
  "description": "Guides designing, deploying, and measuring an anti-phishing security awareness program - baseline phishing simulations, interactive training modules, just-in-time learning, and metric tracking - using platforms like KnowBe4, Proofpoint Security Awareness, or Cofense. Use when building or maturing a phishing awareness program, establishing training controls for compliance, or measuring phishing susceptibility and reporting rates over time.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-anti-phishing-training-program/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-anti-phishing-training-program/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building or maturing a phishing awareness program, establishing training controls for compliance.",
  "example_prompts": [
   "Help me with building or maturing a phishing awareness program, establishing training controls",
   "Walk me through implementing anti phishing training program step by step",
   "What's the best way to approach implementing anti phishing training program for my project?"
  ],
  "keywords": [
   "implementing-anti-phishing-training-program",
   "guides",
   "designing",
   "deploying",
   "measuring",
   "anti-phishing",
   "security",
   "awareness",
   "program",
   "baseline"
  ]
 },
 {
  "name": "implementing-anti-ransomware-group-policy",
  "description": "Configures Windows Group Policy Objects to block ransomware execution and lateral spread, covering AppLocker rules, Software Restriction Policies, Controlled Folder Access, attack surface reduction rules, and network protection settings. Use when hardening Windows endpoints against ransomware via GPO, configuring AppLocker or Controlled Folder Access, or building endpoint protection policies through Group Policy.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-anti-ransomware-group-policy/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-anti-ransomware-group-policy/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hardening Windows endpoints against ransomware via GPO, configuring AppLocker or Controlled Folder Access.",
  "example_prompts": [
   "Help me with hardening Windows endpoints against ransomware via GPO, configuring AppLocker or Controlled",
   "Walk me through implementing anti ransomware group policy step by step",
   "What's the best way to approach implementing anti ransomware group policy for my project?"
  ],
  "keywords": [
   "implementing-anti-ransomware-group-policy",
   "configures",
   "windows",
   "group",
   "policy",
   "objects",
   "block",
   "ransomware",
   "execution",
   "lateral"
  ]
 },
 {
  "name": "implementing-api-abuse-detection-with-rate-limiting",
  "description": "Implements API abuse detection using token bucket, sliding window, and fixed window rate-limiting algorithms backed by Redis, including adaptive limits that tighten during detected attacks and relax during normal traffic. Use when defending APIs against DDoS, brute force login attempts, credential stuffing, or scraping abuse and you need to design or tune rate-limiting logic.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-api-abuse-detection-with-rate-limiting/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-api-abuse-detection-with-rate-limiting/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're defending APIs against DDoS, brute force login attempts, credential stuffing, or scraping abuse and you need to design.",
  "example_prompts": [
   "Help me with defending APIs against DDoS, brute force login attempts, credential stuffing",
   "Walk me through implementing api abuse detection with rate limiting step by step",
   "What's the best way to approach implementing api abuse detection with rate limiting for my project?"
  ],
  "keywords": [
   "implementing-api-abuse-detection-with-rate-limiting",
   "implements",
   "api",
   "abuse",
   "detection",
   "using",
   "token",
   "bucket",
   "sliding",
   "window"
  ]
 },
 {
  "name": "implementing-api-gateway-security-controls",
  "description": "Configures API gateways such as Kong, AWS API Gateway, Azure APIM, or Apigee as a centralized security enforcement point, covering authentication enforcement, rate limiting and throttling, request validation, IP allowlisting, TLS termination, and threat protection. Use when securing API traffic at the gateway layer, setting up gateway-level authentication and quota management, or centralizing API protection before requests reach backend services.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-api-gateway-security-controls/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-api-gateway-security-controls/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're securing API traffic at the gateway layer, setting up gateway-level authentication and quota management.",
  "example_prompts": [
   "Help me with securing API traffic at the gateway layer, setting up gateway-level authentication",
   "Walk me through implementing api gateway security controls step by step",
   "What's the best way to approach implementing api gateway security controls for my project?"
  ],
  "keywords": [
   "implementing-api-gateway-security-controls",
   "configures",
   "api",
   "gateways",
   "such",
   "kong",
   "aws",
   "gateway",
   "azure",
   "apim"
  ]
 },
 {
  "name": "implementing-api-key-security-controls",
  "description": "Implements secure API key generation with sufficient entropy, server-side hashing (SHA-256/bcrypt) instead of plaintext storage, per-key scoping to endpoints/IPs/rate limits, zero-downtime rotation, and automated leak monitoring across GitHub repos, logs, and client-side code. Use when designing API key formats, building key rotation or revocation workflows, or protecting server-to-server API credentials from leakage, brute force, and abuse.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-api-key-security-controls/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-api-key-security-controls/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're designing API key formats, building key rotation or revocation workflows.",
  "example_prompts": [
   "Help me with designing API key formats, building key rotation or revocation workflows",
   "Walk me through implementing api key security controls step by step",
   "What's the best way to approach implementing api key security controls for my project?"
  ],
  "keywords": [
   "implementing-api-key-security-controls",
   "implements",
   "secure",
   "api",
   "key",
   "generation",
   "sufficient",
   "entropy",
   "server-side",
   "hashing"
  ]
 },
 {
  "name": "implementing-api-rate-limiting-and-throttling",
  "description": "Implements API rate limiting and throttling with token bucket, sliding window, and fixed window algorithms, configuring per-user, per-IP, and per-endpoint limits via Redis-backed counters, API gateway plugins, or middleware, and returning proper HTTP 429 responses with Retry-After headers. Use when setting up request quota management or preventing brute force, credential stuffing, and resource exhaustion attacks against APIs.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-api-rate-limiting-and-throttling/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-api-rate-limiting-and-throttling/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're setting up request quota management or preventing brute force, credential stuffing, and resource exhaustion attacks against APIs.",
  "example_prompts": [
   "Help me with setting up request quota management or preventing brute force, credential stuffing",
   "Walk me through implementing api rate limiting and throttling step by step",
   "What's the best way to approach implementing api rate limiting and throttling for my project?"
  ],
  "keywords": [
   "implementing-api-rate-limiting-and-throttling",
   "implements",
   "api",
   "rate",
   "limiting",
   "throttling",
   "token",
   "bucket",
   "sliding",
   "window"
  ]
 },
 {
  "name": "implementing-api-schema-validation-security",
  "description": "Implements API schema validation using OpenAPI Specification and JSON Schema documents, enforced both at the API gateway (runtime) and during development (shift-left), to lock down request/response contracts and reject unknown properties. Use when preventing injection attacks (SQLi, XSS, XXE), blocking mass assignment, or stopping data leakage through unvalidated API responses.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-api-schema-validation-security/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-api-schema-validation-security/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're preventing injection attacks , blocking mass assignment, or stopping data leakage through unvalidated API responses.",
  "example_prompts": [
   "Help me with preventing injection attacks , blocking mass assignment, or stopping data leakage",
   "Walk me through implementing api schema validation security step by step",
   "What's the best way to approach implementing api schema validation security for my project?"
  ],
  "keywords": [
   "implementing-api-schema-validation-security",
   "implements",
   "api",
   "schema",
   "validation",
   "using",
   "openapi",
   "specification",
   "json",
   "documents"
  ]
 },
 {
  "name": "implementing-api-security-posture-management",
  "description": "Implements API Security Posture Management (API-SPM) to continuously discover, classify, and risk-score APIs -- including internal, external, partner, and shadow endpoints -- while aggregating findings from DAST, SAST, SCA, and runtime monitoring into a unified risk view. Use when building continuous API inventory and risk-scoring, detecting configuration drift or policy violations, or unifying API risk visibility across an organization.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-api-security-posture-management/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-api-security-posture-management/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building continuous API inventory and risk-scoring, detecting configuration drift or policy violations.",
  "example_prompts": [
   "Help me with building continuous API inventory and risk-scoring, detecting configuration drift or policy",
   "Walk me through implementing api security posture management step by step",
   "What's the best way to approach implementing api security posture management for my project?"
  ],
  "keywords": [
   "implementing-api-security-posture-management",
   "implements",
   "api",
   "security",
   "posture",
   "management",
   "api-spm",
   "continuously",
   "discover",
   "classify"
  ]
 },
 {
  "name": "implementing-api-security-testing-with-42crunch",
  "description": "Implements API security testing on the 42Crunch platform, combining API Audit for static analysis of OpenAPI definitions, API Conformance Scan for dynamic vulnerability testing, and API Protect for runtime threat prevention, integrated into CI/CD pipelines and IDEs. Use when shift-left testing APIs for OWASP API Security Top 10 vulnerabilities or setting up 42Crunch audit and conformance scanning.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-api-security-testing-with-42crunch/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-api-security-testing-with-42crunch/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to shift-left testing APIs for OWASP API Security Top 10 vulnerabilities or setting up 42Crunch audit and conformance scanning.",
  "example_prompts": [
   "Can you help me shift-left testing APIs for OWASP API Security Top 10 vulnerabilities?",
   "Walk me through implementing api security testing with 42crunch step by step",
   "What's the best way to approach implementing api security testing with 42crunch for my project?"
  ],
  "keywords": [
   "implementing-api-security-testing-with-42crunch",
   "implements",
   "api",
   "security",
   "testing",
   "crunch",
   "platform",
   "combining",
   "audit",
   "static"
  ]
 },
 {
  "name": "implementing-api-threat-protection-with-apigee",
  "description": "Implements API threat protection using Google Apigee reverse-proxy policies, including JSON/XML threat protection, OAuth 2.0 enforcement, SpikeArrest rate limiting, regex-based threat detection, and Advanced API Security for detecting malicious clients. Use when shielding APIs proxied through Apigee against OWASP API Security Top 10 threats and malicious client abuse patterns.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-api-threat-protection-with-apigee/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-api-threat-protection-with-apigee/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're shielding APIs proxied through Apigee against OWASP API Security Top 10 threats and malicious client abuse patterns.",
  "example_prompts": [
   "Help me with shielding APIs proxied through Apigee against OWASP API Security Top 10",
   "Walk me through implementing api threat protection with apigee step by step",
   "What's the best way to approach implementing api threat protection with apigee for my project?"
  ],
  "keywords": [
   "implementing-api-threat-protection-with-apigee",
   "implements",
   "api",
   "threat",
   "protection",
   "using",
   "google",
   "apigee",
   "reverse-proxy",
   "policies"
  ]
 },
 {
  "name": "implementing-application-whitelisting-with-applocker",
  "description": "Implements application whitelisting using Windows AppLocker to restrict unauthorized software execution on endpoints, reducing attack surface from malware, unauthorized tools, and shadow IT. Use when enforcing application control policies, meeting compliance requirements for software restriction, or preventing execution of unsigned or untrusted binaries. Activates for requests involving AppLocker, application whitelisting, software restriction, or executable control.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-application-whitelisting-with-applocker/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-application-whitelisting-with-applocker/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're enforcing application control policies, meeting compliance requirements for software restriction.",
  "example_prompts": [
   "Help me with enforcing application control policies, meeting compliance requirements for software restriction",
   "Walk me through implementing application whitelisting with applocker step by step",
   "What's the best way to approach implementing application whitelisting with applocker for my project?"
  ],
  "keywords": [
   "implementing-application-whitelisting-with-applocker",
   "implements",
   "application",
   "whitelisting",
   "using",
   "windows",
   "applocker",
   "restrict",
   "unauthorized",
   "software"
  ]
 },
 {
  "name": "implementing-aqua-security-for-container-scanning",
  "description": "Deploy Aqua Security's Trivy scanner to detect vulnerabilities, misconfigurations, secrets, and license issues in container images across CI/CD pipelines and registries.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-aqua-security-for-container-scanning/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-aqua-security-for-container-scanning/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for deploy Aqua Security's Trivy scanner to detect vulnerabilities, misconfigurations, secrets.",
  "example_prompts": [
   "Can you help me deploy Aqua Security's Trivy scanner to detect vulnerabilities, misconfigurations, secrets?",
   "Walk me through implementing aqua security for container scanning step by step",
   "What's the best way to approach implementing aqua security for container scanning for my project?"
  ],
  "keywords": [
   "implementing-aqua-security-for-container-scanning",
   "deploy",
   "aqua",
   "security",
   "trivy",
   "scanner",
   "detect",
   "vulnerabilities",
   "misconfigurations",
   "secrets"
  ]
 },
 {
  "name": "implementing-attack-path-analysis-with-xm-cyber",
  "description": "Deploys XM Cyber's continuous exposure management platform to build attack graphs that chain vulnerabilities, misconfigurations, identity risks, and credential weaknesses toward critical assets, identifying the small fraction of exposures sitting on converging \"choke points\". Use when mapping attack paths across an environment or prioritizing remediation within a continuous threat exposure management (CTEM) program.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-attack-path-analysis-with-xm-cyber/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-attack-path-analysis-with-xm-cyber/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're mapping attack paths across an environment or prioritizing remediation within a continuous threat exposure management program.",
  "example_prompts": [
   "Help me with mapping attack paths across an environment or prioritizing remediation within",
   "Walk me through implementing attack path analysis with xm cyber step by step",
   "What's the best way to approach implementing attack path analysis with xm cyber for my project?"
  ],
  "keywords": [
   "implementing-attack-path-analysis-with-xm-cyber",
   "deploys",
   "cyber",
   "continuous",
   "exposure",
   "management",
   "platform",
   "build",
   "attack",
   "graphs"
  ]
 },
 {
  "name": "implementing-attack-surface-management",
  "description": "Implements external attack surface management (EASM) using Shodan, Censys, and ProjectDiscovery tools (subfinder, httpx, nuclei) for asset discovery, subdomain enumeration, service fingerprinting, and exposure scoring. Includes a weighted risk scoring algorithm based on OWASP attack surface analysis methodology and the Relative Attack Surface Quotient (RSQ). Use when building continuous ASM programs or performing external reconnaissance for security assessments.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-attack-surface-management/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-attack-surface-management/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building continuous ASM programs or performing external reconnaissance for security assessments.",
  "example_prompts": [
   "Help me with building continuous ASM programs or performing external reconnaissance for security assessments",
   "Walk me through implementing attack surface management step by step",
   "What's the best way to approach implementing attack surface management for my project?"
  ],
  "keywords": [
   "implementing-attack-surface-management",
   "implements",
   "external",
   "attack",
   "surface",
   "management",
   "easm",
   "using",
   "shodan",
   "censys"
  ]
 },
 {
  "name": "implementing-aws-config-rules-for-compliance",
  "description": "Implements AWS Config managed and custom rules for continuous compliance monitoring of AWS resources aligned to CIS and PCI DSS, configuring automatic remediation with SSM Automation and aggregating compliance data across accounts. Use when establishing continuous compliance monitoring, detecting configuration drift, or building a multi-account compliance dashboard via AWS Organizations.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-aws-config-rules-for-compliance/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-aws-config-rules-for-compliance/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're establishing continuous compliance monitoring, detecting configuration drift.",
  "example_prompts": [
   "Help me with establishing continuous compliance monitoring, detecting configuration drift",
   "Walk me through implementing aws config rules for compliance step by step",
   "What's the best way to approach implementing aws config rules for compliance for my project?"
  ],
  "keywords": [
   "implementing-aws-config-rules-for-compliance",
   "implements",
   "aws",
   "config",
   "managed",
   "custom",
   "rules",
   "continuous",
   "compliance",
   "monitoring"
  ]
 },
 {
  "name": "implementing-aws-iam-permission-boundaries",
  "description": "Configures AWS IAM permission boundaries that cap the maximum permissions an identity-based policy can grant to a user or role, so effective permissions are the intersection of the identity policy and the boundary even if the policy grants AdministratorAccess. Use when letting security teams delegate IAM role and policy creation to developers for self-service while enforcing least-privilege ceilings and preventing privilege escalation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-aws-iam-permission-boundaries/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-aws-iam-permission-boundaries/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're letting security teams delegate IAM role and policy creation to developers for self-service while enforcing least-privilege.",
  "example_prompts": [
   "Help me with letting security teams delegate IAM role and policy creation to developers",
   "Walk me through implementing aws iam permission boundaries step by step",
   "What's the best way to approach implementing aws iam permission boundaries for my project?"
  ],
  "keywords": [
   "implementing-aws-iam-permission-boundaries",
   "configures",
   "aws",
   "iam",
   "permission",
   "boundaries",
   "cap",
   "maximum",
   "permissions",
   "identity-based"
  ]
 },
 {
  "name": "implementing-aws-macie-for-data-classification",
  "description": "Enable and configure Amazon Macie via AWS CLI/Terraform to discover, classify, and protect sensitive data (PII, financial data, credentials) in S3 using ML and pattern matching, including discovery jobs, custom data identifiers, allow lists, and EventBridge-based remediation. Use when setting up S3 data classification, cloud DLP, or auditing S3 for unprotected sensitive data.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-aws-macie-for-data-classification/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-aws-macie-for-data-classification/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're setting up S3 data classification, cloud DLP, or auditing S3 for unprotected sensitive data.",
  "example_prompts": [
   "Help me with setting up S3 data classification, cloud DLP, or auditing S3",
   "Walk me through implementing aws macie for data classification step by step",
   "What's the best way to approach implementing aws macie for data classification for my project?"
  ],
  "keywords": [
   "implementing-aws-macie-for-data-classification",
   "enable",
   "configure",
   "amazon",
   "macie",
   "via",
   "aws",
   "cli",
   "terraform",
   "discover"
  ]
 },
 {
  "name": "implementing-aws-nitro-enclave-security",
  "description": "Build AWS Nitro Enclave confidential computing environments using nitro-cli to create enclave images, configure attestation-aware KMS policies with PCR condition keys, validate attestation documents against the Nitro PKI root, and set up vsock/kmstool-enclave-cli pipelines for processing PII, keys, and health records. Use for Nitro Enclave setup, attestation validation, or scoping KMS to an enclave image hash.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-aws-nitro-enclave-security/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-aws-nitro-enclave-security/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1itro Enclave setup, attestation validation, or scoping KMS to an enclave image hash.",
  "example_prompts": [
   "I need help with \\1itro Enclave setup, attestation validation, or scoping KMS to an enclave",
   "Walk me through implementing aws nitro enclave security step by step",
   "What's the best way to approach implementing aws nitro enclave security for my project?"
  ],
  "keywords": [
   "implementing-aws-nitro-enclave-security",
   "build",
   "aws",
   "nitro",
   "enclave",
   "confidential",
   "computing",
   "environments",
   "using",
   "nitro-cli"
  ]
 },
 {
  "name": "implementing-aws-security-hub-compliance",
  "description": "Deploy AWS Security Hub, backed by AWS Config, to aggregate findings from GuardDuty, Inspector, Macie, Firewall Manager, and Prowler across multi-account AWS Organizations, enable standards like CIS AWS Foundations and PCI DSS, and automate remediation via EventBridge and Lambda. Use for centralizing AWS compliance monitoring or executive compliance dashboards; not for threat detection (GuardDuty) or data classification (Macie).",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-aws-security-hub-compliance/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-aws-security-hub-compliance/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're centralizing AWS compliance monitoring or executive compliance dashboards.",
  "example_prompts": [
   "Help me with centralizing AWS compliance monitoring or executive compliance dashboards",
   "Walk me through implementing aws security hub compliance step by step",
   "What's the best way to approach implementing aws security hub compliance for my project?"
  ],
  "keywords": [
   "implementing-aws-security-hub-compliance",
   "deploy",
   "aws",
   "security",
   "hub",
   "backed",
   "config",
   "aggregate",
   "findings",
   "guardduty"
  ]
 },
 {
  "name": "implementing-aws-security-hub",
  "description": "Deploy AWS Security Hub as a centralized CSPM platform, backed by AWS Config, aggregating findings from GuardDuty, Inspector, Macie, and third-party tools; enable CIS Foundations, PCI-DSS, and NIST standards; automate remediation via EventBridge/Systems Manager; and produce Audit Manager evidence. Use for a centralized findings dashboard or compliance audit evidence; not for threat detection or container scanning.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-aws-security-hub/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-aws-security-hub/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a centralized findings dashboard or compliance audit evidence.",
  "example_prompts": [
   "I need help with a centralized findings dashboard or compliance audit evidence",
   "Walk me through implementing aws security hub step by step",
   "What's the best way to approach implementing aws security hub for my project?"
  ],
  "keywords": [
   "implementing-aws-security-hub",
   "deploy",
   "aws",
   "security",
   "hub",
   "centralized",
   "cspm",
   "platform",
   "backed",
   "config"
  ]
 },
 {
  "name": "implementing-azure-ad-privileged-identity-management",
  "description": "Configure Microsoft Entra Privileged Identity Management (PIM) to convert standing privileged assignments into eligible, time-bound roles requiring justification, MFA, and approval, covering Entra roles, Azure resource roles, and PIM for Groups, plus access reviews. Use for role-assignment audits, just-in-time admin activation, or Zero Trust identity governance in Entra/Azure AD.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-azure-ad-privileged-identity-management/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-azure-ad-privileged-identity-management/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to role-assignment audits, just-in-time admin activation, or Zero Trust identity governance in Entra/Azure AD.",
  "example_prompts": [
   "Can you help me role-assignment audits, just-in-time admin activation, or Zero Trust identity governance in?",
   "Walk me through implementing azure ad privileged identity management step by step",
   "What's the best way to approach implementing azure ad privileged identity management for my project?"
  ],
  "keywords": [
   "implementing-azure-ad-privileged-identity-management",
   "configure",
   "microsoft",
   "entra",
   "privileged",
   "identity",
   "management",
   "pim",
   "convert",
   "standing"
  ]
 },
 {
  "name": "implementing-azure-defender-for-cloud",
  "description": "Enable Microsoft Defender for Cloud (CSPM + CWPP) across VMs, containers, SQL, storage, and Key Vault, using Azure Policy for evaluation, Log Analytics for telemetry, Azure Arc for hybrid coverage, and Logic Apps for automated response. Use for Azure security monitoring, adaptive remediation, or regulatory compliance assessment; not for non-Azure-only protection or identity defense (Defender for Identity).",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-azure-defender-for-cloud/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-azure-defender-for-cloud/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1zure security monitoring, adaptive remediation, or regulatory compliance assessment.",
  "example_prompts": [
   "I need help with \\1zure security monitoring, adaptive remediation, or regulatory compliance assessment",
   "Walk me through implementing azure defender for cloud step by step",
   "What's the best way to approach implementing azure defender for cloud for my project?"
  ],
  "keywords": [
   "implementing-azure-defender-for-cloud",
   "enable",
   "microsoft",
   "defender",
   "cloud",
   "cspm",
   "cwpp",
   "across",
   "vms",
   "containers"
  ]
 },
 {
  "name": "implementing-beyondcorp-zero-trust-access-model",
  "description": "Implement Google's BeyondCorp zero trust access model using Cloud IAP, Access Context Manager, Endpoint Verification, Chrome Enterprise Premium, and BeyondCorp Enterprise Connectors to enforce identity- and device-aware access for VPN-less application access. Use for replacing VPN, enforcing device posture checks, or securing remote/hybrid access to GCP-hosted or on-prem apps; not for raw network-level protocols.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-beyondcorp-zero-trust-access-model/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-beyondcorp-zero-trust-access-model/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're replacing VPN, enforcing device posture checks, or securing remote/hybrid access to GCP-hosted or on-prem apps.",
  "example_prompts": [
   "Help me with replacing VPN, enforcing device posture checks, or securing remote/hybrid access",
   "Walk me through implementing beyondcorp zero trust access model step by step",
   "What's the best way to approach implementing beyondcorp zero trust access model for my project?"
  ],
  "keywords": [
   "implementing-beyondcorp-zero-trust-access-model",
   "implement",
   "google",
   "beyondcorp",
   "zero",
   "trust",
   "access",
   "model",
   "using",
   "cloud"
  ]
 },
 {
  "name": "implementing-bgp-security-with-rpki",
  "description": "Implement RPKI-based BGP route origin validation by creating Route Origin Authorizations (ROAs) at RIRs (ARIN, RIPE, APNIC, AFRINIC, LACNIC), deploying validator software (Routinator, FORT, OctoRPKI), and configuring RPKI-to-Router protocol and ROV accept/reject policies on Cisco IOS-XE and Juniper Junos routers. Use when hardening BGP against route hijacking or leaks, or when configuring ROV filtering policy on production routers.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-bgp-security-with-rpki/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-bgp-security-with-rpki/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hardening BGP against route hijacking or leaks, or when configuring ROV filtering policy on production routers.",
  "example_prompts": [
   "Help me with hardening BGP against route hijacking or leaks, or when configuring ROV",
   "Walk me through implementing bgp security with rpki step by step",
   "What's the best way to approach implementing bgp security with rpki for my project?"
  ],
  "keywords": [
   "implementing-bgp-security-with-rpki",
   "implement",
   "rpki-based",
   "bgp",
   "route",
   "origin",
   "validation",
   "creating",
   "authorizations",
   "roas"
  ]
 },
 {
  "name": "implementing-browser-isolation-for-zero-trust",
  "description": "Deploys remote browser isolation (RBI) as a core component of a Zero Trust architecture. Implements isolation policies with URL categorization and risk-based routing, content disarming and reconstruction (CDR) for file sanitization, data loss prevention controls within isolated sessions, and integration with Secure Web Gateway and ZTNA platforms. Based on Cloudflare Browser Isolation, Menlo Security, and Zscaler RBI approaches. Use when hardening web access against zero-day exploits, phishing, credential theft, and browser-based data exfiltration.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-browser-isolation-for-zero-trust/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-browser-isolation-for-zero-trust/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hardening web access against zero-day exploits, phishing, credential theft, and browser-based data exfiltration.",
  "example_prompts": [
   "Help me with hardening web access against zero-day exploits, phishing, credential theft, and browser-based",
   "Walk me through implementing browser isolation for zero trust step by step",
   "What's the best way to approach implementing browser isolation for zero trust for my project?"
  ],
  "keywords": [
   "implementing-browser-isolation-for-zero-trust",
   "deploys",
   "remote",
   "browser",
   "isolation",
   "rbi",
   "core",
   "component",
   "zero",
   "trust"
  ]
 },
 {
  "name": "implementing-canary-tokens-for-network-intrusion",
  "description": "Deploys DNS, HTTP, and AWS API key canary tokens across network infrastructure to detect unauthorized access and lateral movement. Integrates with webhook alerting (Slack, Teams, email, generic HTTP) for real-time intrusion notifications. Provides automated token generation, placement strategies, and monitoring for enterprise network environments. Use when building deception-based network intrusion detection with Canarytokens.org and Thinkst Canary platforms.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-canary-tokens-for-network-intrusion/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-canary-tokens-for-network-intrusion/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building deception-based network intrusion detection with Canarytokens.",
  "example_prompts": [
   "Help me with building deception-based network intrusion detection with Canarytokens",
   "Walk me through implementing canary tokens for network intrusion step by step",
   "What's the best way to approach implementing canary tokens for network intrusion for my project?"
  ],
  "keywords": [
   "implementing-canary-tokens-for-network-intrusion",
   "deploys",
   "dns",
   "http",
   "aws",
   "api",
   "key",
   "canary",
   "tokens",
   "across"
  ]
 },
 {
  "name": "implementing-cisa-zero-trust-maturity-model",
  "description": "Assess, gap-analyze, and progressively implement the CISA Zero Trust Maturity Model v2.0 across five pillars (Identity, Devices, Networks, Applications & Workloads, Data) and three cross-cutting capabilities (Visibility/Analytics, Automation/Orchestration, Governance), from Traditional through Optimal maturity. Use for a federal/enterprise ZTMM assessment, phased roadmap, or mapping controls to NIST SP 800-207 and EO 14028.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-cisa-zero-trust-maturity-model/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-cisa-zero-trust-maturity-model/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a federal/enterprise ZTMM assessment, phased roadmap, or mapping controls to NIST SP 800-207 and EO 14028.",
  "example_prompts": [
   "I need help with a federal/enterprise ZTMM assessment, phased roadmap, or mapping controls to NIST",
   "Walk me through implementing cisa zero trust maturity model step by step",
   "What's the best way to approach implementing cisa zero trust maturity model for my project?"
  ],
  "keywords": [
   "implementing-cisa-zero-trust-maturity-model",
   "assess",
   "gap-analyze",
   "progressively",
   "implement",
   "cisa",
   "zero",
   "trust",
   "maturity",
   "model"
  ]
 },
 {
  "name": "implementing-cloud-dlp-for-data-protection",
  "description": "Implement cloud DLP using Amazon Macie, Google Cloud DLP API, Microsoft Purview, Azure Information Protection, and Nightfall AI to discover, classify, label, de-identify, and protect sensitive data (PII, PHI, financial data) across cloud storage, databases, and pipelines. Use for GDPR/HIPAA/PCI DSS data-discovery, cloud data governance, or CI/CD DLP scanning; not for endpoint, email, or network-level DLP.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-cloud-dlp-for-data-protection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-cloud-dlp-for-data-protection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1DPR/HIPAA/PCI DSS data-discovery, cloud data governance, or CI/CD DLP scanning.",
  "example_prompts": [
   "I need help with \\1DPR/HIPAA/PCI DSS data-discovery, cloud data governance, or CI/CD DLP scanning",
   "Walk me through implementing cloud dlp for data protection step by step",
   "What's the best way to approach implementing cloud dlp for data protection for my project?"
  ],
  "keywords": [
   "implementing-cloud-dlp-for-data-protection",
   "implement",
   "cloud",
   "dlp",
   "using",
   "amazon",
   "macie",
   "google",
   "api",
   "microsoft"
  ]
 },
 {
  "name": "implementing-cloud-security-posture-management",
  "description": "Continuously monitor multi-cloud environments (AWS, Azure, GCP) for misconfigurations, compliance violations, and security risks using Prowler, ScoutSuite, AWS Security Hub, Microsoft Defender for Cloud, and GCP Security Command Center. Use for cross-cloud posture monitoring, CIS/SOC 2/PCI DSS compliance, or drift-detection workflows; not for runtime workload protection or application security testing.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-cloud-security-posture-management/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-cloud-security-posture-management/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to cross-cloud posture monitoring, CIS/SOC 2/PCI DSS compliance, or drift-detection workflows.",
  "example_prompts": [
   "Can you help me cross-cloud posture monitoring, CIS/SOC 2/PCI DSS compliance, or drift-detection workflows?",
   "Walk me through implementing cloud security posture management step by step",
   "What's the best way to approach implementing cloud security posture management for my project?"
  ],
  "keywords": [
   "implementing-cloud-security-posture-management",
   "continuously",
   "monitor",
   "multi-cloud",
   "environments",
   "aws",
   "azure",
   "gcp",
   "misconfigurations",
   "compliance"
  ]
 },
 {
  "name": "implementing-cloud-trail-log-analysis",
  "description": "Implementing AWS CloudTrail log analysis for security monitoring, threat detection, and forensic investigation using Athena, CloudWatch Logs Insights, and SIEM integration to identify unauthorized access, privilege escalation, and suspicious API activity.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-cloud-trail-log-analysis/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-cloud-trail-log-analysis/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for implementing AWS CloudTrail log analysis for security monitoring, threat detection, and forensic investigation using Athena.",
  "example_prompts": [
   "Help me with implementing AWS CloudTrail log analysis for security monitoring, threat detection",
   "Walk me through implementing cloud trail log analysis step by step",
   "What's the best way to approach implementing cloud trail log analysis for my project?"
  ],
  "keywords": [
   "implementing-cloud-trail-log-analysis",
   "implementing",
   "aws",
   "cloudtrail",
   "log",
   "analysis",
   "security",
   "monitoring",
   "threat",
   "detection"
  ]
 },
 {
  "name": "implementing-cloud-vulnerability-posture-management",
  "description": "Implement multi-cloud CSPM to detect cloud-native misconfigurations and vulnerabilities (IAM over-permissions, exposed storage, unencrypted data, missing network controls) using AWS Security Hub, Azure Defender for Cloud, and open-source Prowler and ScoutSuite scans, then aggregate results across clouds. Use when auditing multi-cloud environments for misconfiguration-driven vulnerabilities or building a consolidated cross-cloud posture report.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-cloud-vulnerability-posture-management/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-cloud-vulnerability-posture-management/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're auditing multi-cloud environments for misconfiguration-driven vulnerabilities or building a consolidated cross-cloud posture report.",
  "example_prompts": [
   "Help me with auditing multi-cloud environments for misconfiguration-driven vulnerabilities or building a consolidated cross-cloud",
   "Walk me through implementing cloud vulnerability posture management step by step",
   "What's the best way to approach implementing cloud vulnerability posture management for my project?"
  ],
  "keywords": [
   "implementing-cloud-vulnerability-posture-management",
   "implement",
   "multi-cloud",
   "cspm",
   "detect",
   "cloud-native",
   "misconfigurations",
   "vulnerabilities",
   "iam",
   "over-permissions"
  ]
 },
 {
  "name": "implementing-cloud-waf-rules",
  "description": "Deploys and tunes Web Application Firewall rules on AWS WAF, Azure WAF, and Cloudflare, covering managed rule sets, custom business-logic rules, rate limiting, bot management, and false-positive reduction. Use when deploying new apps behind a cloud WAF, when pentests reveal injection/XSS flaws, when facing bot or credential-stuffing traffic, or when compliance (e.g. PCI-DSS) mandates a WAF.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-cloud-waf-rules/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-cloud-waf-rules/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying new apps behind a cloud WAF, when pentests reveal injection/XSS flaws, when facing bot or credential-stuffing traffic.",
  "example_prompts": [
   "Help me with deploying new apps behind a cloud WAF, when pentests reveal injection/XSS",
   "Walk me through implementing cloud waf rules step by step",
   "What's the best way to approach implementing cloud waf rules for my project?"
  ],
  "keywords": [
   "implementing-cloud-waf-rules",
   "deploys",
   "tunes",
   "web",
   "application",
   "firewall",
   "rules",
   "aws",
   "waf",
   "azure"
  ]
 },
 {
  "name": "implementing-cloud-workload-protection",
  "description": "Implements cloud workload protection using boto3 and google-cloud APIs for runtime security monitoring, process anomaly detection, and file integrity checking on EC2/GCE instances. Scans for cryptomining, reverse shells, and unauthorized binaries. Use when building runtime security controls for cloud compute workloads.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-cloud-workload-protection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-cloud-workload-protection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building runtime security controls for cloud compute workloads.",
  "example_prompts": [
   "Help me with building runtime security controls for cloud compute workloads",
   "Walk me through implementing cloud workload protection step by step",
   "What's the best way to approach implementing cloud workload protection for my project?"
  ],
  "keywords": [
   "implementing-cloud-workload-protection",
   "implements",
   "cloud",
   "workload",
   "protection",
   "using",
   "boto3",
   "google-cloud",
   "apis",
   "runtime"
  ]
 },
 {
  "name": "implementing-code-signing-for-artifacts",
  "description": "Implements code signing for build artifacts (binaries, packages, containers) using GPG, Sigstore, and platform-specific signing tools, establishing trust chains and verifying signatures in deployment pipelines. Use when establishing artifact integrity checks against supply-chain tampering, proving authenticity to customers, building zero-trust pipelines that reject unsigned artifacts, or meeting SLSA Level 2+ provenance requirements.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-code-signing-for-artifacts/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-code-signing-for-artifacts/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're establishing artifact integrity checks against supply-chain tampering, proving authenticity to customers.",
  "example_prompts": [
   "Help me with establishing artifact integrity checks against supply-chain tampering, proving authenticity to customers",
   "Walk me through implementing code signing for artifacts step by step",
   "What's the best way to approach implementing code signing for artifacts for my project?"
  ],
  "keywords": [
   "implementing-code-signing-for-artifacts",
   "implements",
   "code",
   "signing",
   "build",
   "artifacts",
   "binaries",
   "packages",
   "containers",
   "using"
  ]
 },
 {
  "name": "implementing-conditional-access-policies-azure-ad",
  "description": "Configures Microsoft Entra ID (Azure AD) Conditional Access policies for zero trust access control, covering signal-based policy design, device compliance requirements, risk-based authentication, named locations, and session controls aligned to NIST SP 1800-35. Use when deploying or hardening conditional access policies, building zero trust security architecture in Entra ID, or preparing for a security assessment of Azure AD access controls.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-conditional-access-policies-azure-ad/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-conditional-access-policies-azure-ad/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying or hardening conditional access policies, building zero trust security architecture in Entra ID.",
  "example_prompts": [
   "Help me with deploying or hardening conditional access policies, building zero trust security architecture",
   "Walk me through implementing conditional access policies azure ad step by step",
   "What's the best way to approach implementing conditional access policies azure ad for my project?"
  ],
  "keywords": [
   "implementing-conditional-access-policies-azure-ad",
   "configures",
   "microsoft",
   "entra",
   "azure",
   "conditional",
   "access",
   "policies",
   "zero",
   "trust"
  ]
 },
 {
  "name": "implementing-conduit-security-for-ot-remote-access",
  "description": "Implements secure conduit architecture for OT remote access under the IEC 62443 zones-and-conduits model, deploying jump servers, MFA gateways, session recording, and approval-based workflows for vendor and engineer access to ICS. Use when replacing direct VPN access into OT networks, securing third-party vendor access to SCADA equipment, or remediating audit findings on uncontrolled OT remote access.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-conduit-security-for-ot-remote-access/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-conduit-security-for-ot-remote-access/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're replacing direct VPN access into OT networks, securing third-party vendor access to SCADA equipment.",
  "example_prompts": [
   "Help me with replacing direct VPN access into OT networks, securing third-party vendor access",
   "Walk me through implementing conduit security for ot remote access step by step",
   "What's the best way to approach implementing conduit security for ot remote access for my project?"
  ],
  "keywords": [
   "implementing-conduit-security-for-ot-remote-access",
   "implements",
   "secure",
   "conduit",
   "architecture",
   "remote",
   "access",
   "under",
   "iec",
   "zones-and-conduits"
  ]
 },
 {
  "name": "implementing-container-image-minimal-base-with-distroless",
  "description": "Reduces container attack surface by building application images on Google distroless base images that ship only the application runtime - no shell, package manager, or OS utilities - using multi-stage build patterns plus debugging and scanning techniques adapted to distroless. Use when hardening container images, cutting attack surface in a container architecture, or answering an assessment finding about bloated base images. Keywords: distroless, multi-stage build, no shell, nonroot tag, debug image, scratch, attack surface. Do not use for scanning an image for known CVEs - use scanning-docker-images-with-trivy.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-container-image-minimal-base-with-distroless/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-container-image-minimal-base-with-distroless/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hardening container images, cutting attack surface in a container architecture.",
  "example_prompts": [
   "Help me with hardening container images, cutting attack surface in a container architecture",
   "Walk me through implementing container image minimal base with distroless step by step",
   "What's the best way to approach implementing container image minimal base with distroless for my project?"
  ],
  "keywords": [
   "implementing-container-image-minimal-base-with-distroless",
   "reduces",
   "container",
   "attack",
   "surface",
   "building",
   "application",
   "images",
   "google",
   "distroless"
  ]
 },
 {
  "name": "implementing-container-network-policies-with-calico",
  "description": "Uses Calico's own policy CRDs beyond the upstream Kubernetes API - GlobalNetworkPolicy, HostEndpoint, NetworkSet, policy tiers, and DNS-based egress rules - applied and audited with calicoctl. Use when a policy must span namespaces or protect the host itself, when egress has to be expressed by domain name, or when ordering policies into tiers. Keywords: calicoctl, GlobalNetworkPolicy, HostEndpoint, NetworkSet, tier, DNS egress, order. Do not use for portable upstream NetworkPolicy - use implementing-network-policies-for-kubernetes; for installing Calico and writing standard policy with it use implementing-kubernetes-network-policy-with-calico.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-container-network-policies-with-calico/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-container-network-policies-with-calico/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a policy must span namespaces or protect the host itself, when egress has to be expressed by domain name.",
  "example_prompts": [
   "I need help with a policy must span namespaces or protect the host itself, when",
   "Walk me through implementing container network policies with calico step by step",
   "What's the best way to approach implementing container network policies with calico for my project?"
  ],
  "keywords": [
   "implementing-container-network-policies-with-calico",
   "uses",
   "calico",
   "own",
   "policy",
   "crds",
   "beyond",
   "upstream",
   "kubernetes",
   "api"
  ]
 },
 {
  "name": "implementing-continuous-security-validation-with-bas",
  "description": "Deploys Breach and Attack Simulation (BAS) platforms such as SafeBreach, AttackIQ, Picus, Cymulate, Pentera, or SCYTHE to continuously validate endpoint, network, email-gateway, SIEM, and incident-response effectiveness by safely emulating MITRE ATT&CK techniques. Use when moving beyond point-in-time pentesting to continuous control validation, or standing up automated adversary emulation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-continuous-security-validation-with-bas/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-continuous-security-validation-with-bas/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're moving beyond point-in-time pentesting to continuous control validation, or standing up automated adversary emulation.",
  "example_prompts": [
   "Help me with moving beyond point-in-time pentesting to continuous control validation, or standing up",
   "Walk me through implementing continuous security validation with bas step by step",
   "What's the best way to approach implementing continuous security validation with bas for my project?"
  ],
  "keywords": [
   "implementing-continuous-security-validation-with-bas",
   "deploys",
   "breach",
   "attack",
   "simulation",
   "bas",
   "platforms",
   "such",
   "safebreach",
   "attackiq"
  ]
 },
 {
  "name": "implementing-data-loss-prevention-with-microsoft-purview",
  "description": "Implements DLP policies using Microsoft Purview PowerShell cmdlets and the Graph API to protect data across Exchange Online, SharePoint, OneDrive, Teams, endpoints, and Power BI, including sensitivity labels, custom sensitive information types with regex, endpoint DLP rules, and Activity Explorer monitoring. Use when stopping PII/PHI/PCI exfiltration, configuring sensitivity labels, or investigating DLP incidents for policy tuning.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-data-loss-prevention-with-microsoft-purview/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-data-loss-prevention-with-microsoft-purview/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're stopping PII/PHI/PCI exfiltration, configuring sensitivity labels, or investigating DLP incidents for policy tuning.",
  "example_prompts": [
   "Help me with stopping PII/PHI/PCI exfiltration, configuring sensitivity labels, or investigating DLP incidents",
   "Walk me through implementing data loss prevention with microsoft purview step by step",
   "What's the best way to approach implementing data loss prevention with microsoft purview for my project?"
  ],
  "keywords": [
   "implementing-data-loss-prevention-with-microsoft-purview",
   "implements",
   "dlp",
   "policies",
   "using",
   "microsoft",
   "purview",
   "powershell",
   "cmdlets",
   "graph"
  ]
 },
 {
  "name": "implementing-ddos-mitigation-with-cloudflare",
  "description": "Configure Cloudflare DDoS protection with managed rulesets, rate limiting, WAF rules, Bot Management, and origin protection to mitigate volumetric, protocol, and application-layer attacks.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-ddos-mitigation-with-cloudflare/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-ddos-mitigation-with-cloudflare/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to configure Cloudflare DDoS protection with managed rulesets, rate limiting, WAF rules, Bot Management.",
  "example_prompts": [
   "Can you help me configure Cloudflare DDoS protection with managed rulesets, rate limiting, WAF rules?",
   "Walk me through implementing ddos mitigation with cloudflare step by step",
   "What's the best way to approach implementing ddos mitigation with cloudflare for my project?"
  ],
  "keywords": [
   "implementing-ddos-mitigation-with-cloudflare",
   "configure",
   "cloudflare",
   "ddos",
   "protection",
   "managed",
   "rulesets",
   "rate",
   "limiting",
   "waf"
  ]
 },
 {
  "name": "implementing-deception-based-detection-with-canarytoken",
  "description": "Deploys and monitors Canary Tokens via the Thinkst Canary REST API for deception-based breach detection, programmatically creating web bug, DNS, MS Word document, and AWS API key tokens and generating deception coverage reports from triggered alerts. Use when standing up honeytoken tripwires for early breach detection or building a deception-technology coverage report.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-deception-based-detection-with-canarytoken/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-deception-based-detection-with-canarytoken/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're standing up honeytoken tripwires for early breach detection or building a deception-technology coverage report.",
  "example_prompts": [
   "Help me with standing up honeytoken tripwires for early breach detection or building",
   "Walk me through implementing deception based detection with canarytoken step by step",
   "What's the best way to approach implementing deception based detection with canarytoken for my project?"
  ],
  "keywords": [
   "implementing-deception-based-detection-with-canarytoken",
   "deploys",
   "monitors",
   "canary",
   "tokens",
   "via",
   "thinkst",
   "rest",
   "api",
   "deception-based"
  ]
 },
 {
  "name": "implementing-delinea-secret-server-for-pam",
  "description": "Implements Delinea Secret Server for privileged access management, covering secret vault configuration, role-based access policies, automated password rotation, session recording, and Active Directory/cloud integration. Use when centralizing privileged credential management, replacing spreadsheet-based secrets, automating password rotation, or meeting PAM compliance (SOX, PCI-DSS, HIPAA, NIST 800-53).",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-delinea-secret-server-for-pam/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-delinea-secret-server-for-pam/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're centralizing privileged credential management, replacing spreadsheet-based secrets, automating password rotation.",
  "example_prompts": [
   "Help me with centralizing privileged credential management, replacing spreadsheet-based secrets, automating password rotation",
   "Walk me through implementing delinea secret server for pam step by step",
   "What's the best way to approach implementing delinea secret server for pam for my project?"
  ],
  "keywords": [
   "implementing-delinea-secret-server-for-pam",
   "implements",
   "delinea",
   "secret",
   "server",
   "privileged",
   "access",
   "management",
   "covering",
   "vault"
  ]
 },
 {
  "name": "implementing-device-posture-assessment-in-zero-trust",
  "description": "Implements device posture assessment as a zero trust access control by integrating endpoint health signals from CrowdStrike ZTA, Microsoft Intune, and Jamf into conditional access policies that enforce compliance before granting access. Use when requiring device health checks before app access, wiring posture signals into conditional access, or implementing the CISA Zero Trust device pillar.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-device-posture-assessment-in-zero-trust/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-device-posture-assessment-in-zero-trust/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're requiring device health checks before app access, wiring posture signals into conditional access.",
  "example_prompts": [
   "Help me with requiring device health checks before app access, wiring posture signals into",
   "Walk me through implementing device posture assessment in zero trust step by step",
   "What's the best way to approach implementing device posture assessment in zero trust for my project?"
  ],
  "keywords": [
   "implementing-device-posture-assessment-in-zero-trust",
   "implements",
   "device",
   "posture",
   "assessment",
   "zero",
   "trust",
   "access",
   "control",
   "integrating"
  ]
 },
 {
  "name": "implementing-devsecops-security-scanning",
  "description": "Integrates SAST, DAST, and SCA into CI/CD pipelines using Semgrep for SAST, Trivy for SCA and container scanning, OWASP ZAP for DAST, and Gitleaks for secrets detection. Use when setting up automated security scanning in CI/CD, shifting security left, meeting compliance mandates (SOC 2, PCI-DSS, ISO 27001), or gating deployments on critical vulnerabilities.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-devsecops-security-scanning/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-devsecops-security-scanning/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're setting up automated security scanning in CI/CD, shifting security left, meeting compliance mandates.",
  "example_prompts": [
   "Help me with setting up automated security scanning in CI/CD, shifting security left, meeting",
   "Walk me through implementing devsecops security scanning step by step",
   "What's the best way to approach implementing devsecops security scanning for my project?"
  ],
  "keywords": [
   "implementing-devsecops-security-scanning",
   "integrates",
   "sast",
   "dast",
   "sca",
   "into",
   "pipelines",
   "using",
   "semgrep",
   "trivy"
  ]
 },
 {
  "name": "implementing-diamond-model-analysis",
  "description": "The Diamond Model of Intrusion Analysis provides a structured framework for analyzing cyber intrusions by examining four core features - Adversary, Capability, Infrastructure, and Victim. This skill covers implementing the Diamond Model programmatically to classify and correlate intrusion events, build activity threads, and generate pivot-ready intelligence.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-diamond-model-analysis/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-diamond-model-analysis/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to use the Diamond Model of Intrusion Analysis, which provides a structured framework for analyzing cyber intrusions.",
  "example_prompts": [
   "Can you help me use the Diamond Model of Intrusion Analysis, which provides a structured?",
   "Walk me through implementing diamond model analysis step by step",
   "What's the best way to approach implementing diamond model analysis for my project?"
  ],
  "keywords": [
   "implementing-diamond-model-analysis",
   "diamond",
   "model",
   "intrusion",
   "analysis",
   "provides",
   "structured",
   "framework",
   "analyzing",
   "cyber"
  ]
 },
 {
  "name": "implementing-digital-signatures-with-ed25519",
  "description": "Implements digital signatures using the Ed25519 algorithm (Curve25519), covering key-pair generation, signing, signature verification, and security tradeoffs versus RSA and ECDSA. Use when adding message or artifact signing and authentication-integrity checks to a system, or when advising on Ed25519 key properties and validation criteria.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-digital-signatures-with-ed25519/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-digital-signatures-with-ed25519/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're adding message or artifact signing and authentication-integrity checks to a system.",
  "example_prompts": [
   "Help me with adding message or artifact signing and authentication-integrity checks to a system",
   "Walk me through implementing digital signatures with ed25519 step by step",
   "What's the best way to approach implementing digital signatures with ed25519 for my project?"
  ],
  "keywords": [
   "implementing-digital-signatures-with-ed25519",
   "implements",
   "digital",
   "signatures",
   "using",
   "ed25519",
   "algorithm",
   "curve25519",
   "covering",
   "key-pair"
  ]
 },
 {
  "name": "implementing-disk-encryption-with-bitlocker",
  "description": "Implements full disk encryption using Microsoft BitLocker on Windows endpoints to protect data at rest from unauthorized access in case of device loss or theft. Use when deploying encryption for compliance requirements, securing mobile workstations, or implementing data protection controls across the enterprise. Activates for requests involving BitLocker encryption, disk encryption, TPM configuration, or data-at-rest protection.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-disk-encryption-with-bitlocker/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-disk-encryption-with-bitlocker/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying encryption for compliance requirements, securing mobile workstations.",
  "example_prompts": [
   "Help me with deploying encryption for compliance requirements, securing mobile workstations",
   "Walk me through implementing disk encryption with bitlocker step by step",
   "What's the best way to approach implementing disk encryption with bitlocker for my project?"
  ],
  "keywords": [
   "implementing-disk-encryption-with-bitlocker",
   "implements",
   "full",
   "disk",
   "encryption",
   "using",
   "microsoft",
   "bitlocker",
   "windows",
   "endpoints"
  ]
 },
 {
  "name": "implementing-dmarc-dkim-spf-email-security",
  "description": "Configures SPF, DKIM, and DMARC DNS TXT records to authenticate outbound email, prevent domain spoofing, and enforce a rejection/quarantine policy on unauthenticated mail, including auditing a domain's current DNS state. Use when hardening a domain's email security posture or defending against phishing and spoofing attacks.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-dmarc-dkim-spf-email-security/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-dmarc-dkim-spf-email-security/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hardening a domain's email security posture or defending against phishing and spoofing attacks.",
  "example_prompts": [
   "Help me with hardening a domain's email security posture or defending against phishing",
   "Walk me through implementing dmarc dkim spf email security step by step",
   "What's the best way to approach implementing dmarc dkim spf email security for my project?"
  ],
  "keywords": [
   "implementing-dmarc-dkim-spf-email-security",
   "configures",
   "spf",
   "dkim",
   "dmarc",
   "dns",
   "txt",
   "records",
   "authenticate",
   "outbound"
  ]
 },
 {
  "name": "implementing-dragos-platform-for-ot-monitoring",
  "description": "Deploys and configures Dragos Platform sensors and detection analytics for OT/ICS network monitoring, using industrial protocol parsers and threat-intel packs to detect groups like VOLTZITE, CHERNOVITE, and KAMACITE. Use when standing up OT-specific network detection and response or an OT SOC, or integrating OT monitoring into an enterprise SIEM; not for IT-only or Claroty/Nozomi environments.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-dragos-platform-for-ot-monitoring/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-dragos-platform-for-ot-monitoring/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're standing up OT-specific network detection and response or an OT SOC, or integrating OT monitoring into an enterprise SIEM.",
  "example_prompts": [
   "Help me with standing up OT-specific network detection and response or an OT SOC",
   "Walk me through implementing dragos platform for ot monitoring step by step",
   "What's the best way to approach implementing dragos platform for ot monitoring for my project?"
  ],
  "keywords": [
   "implementing-dragos-platform-for-ot-monitoring",
   "deploys",
   "configures",
   "dragos",
   "platform",
   "sensors",
   "detection",
   "analytics",
   "ics",
   "network"
  ]
 },
 {
  "name": "implementing-ebpf-security-monitoring",
  "description": "Implements eBPF-based security monitoring using Cilium Tetragon for real-time process execution tracking, network connection observability, file access auditing, and runtime enforcement. Covers TracingPolicy CRD authoring with kprobe/tracepoint hooks, in-kernel filtering via matchArgs/matchBinaries selectors, JSON event export, and integration with SIEM pipelines. Use when building kernel-level runtime security observability for Linux hosts or Kubernetes clusters.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-ebpf-security-monitoring/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-ebpf-security-monitoring/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building kernel-level runtime security observability for Linux hosts or Kubernetes clusters.",
  "example_prompts": [
   "Help me with building kernel-level runtime security observability for Linux hosts or Kubernetes clusters",
   "Walk me through implementing ebpf security monitoring step by step",
   "What's the best way to approach implementing ebpf security monitoring for my project?"
  ],
  "keywords": [
   "implementing-ebpf-security-monitoring",
   "implements",
   "ebpf-based",
   "security",
   "monitoring",
   "using",
   "cilium",
   "tetragon",
   "real-time",
   "process"
  ]
 },
 {
  "name": "implementing-email-sandboxing-with-proofpoint",
  "description": "Email sandboxing detonates suspicious attachments and URLs in isolated environments to detect zero-day malware and evasive phishing payloads. Proofpoint Targeted Attack Protection (TAP) is an industry",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-email-sandboxing-with-proofpoint/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-email-sandboxing-with-proofpoint/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for email sandboxing detonates suspicious attachments and URLs in isolated environments to detect zero-day malware and evasive phishing.",
  "example_prompts": [
   "Can you help me email sandboxing detonates suspicious attachments and URLs in isolated environments?",
   "Walk me through implementing email sandboxing with proofpoint step by step",
   "What's the best way to approach implementing email sandboxing with proofpoint for my project?"
  ],
  "keywords": [
   "implementing-email-sandboxing-with-proofpoint",
   "email",
   "sandboxing",
   "detonates",
   "suspicious",
   "attachments",
   "urls",
   "isolated",
   "environments",
   "detect"
  ]
 },
 {
  "name": "implementing-end-to-end-encryption-for-messaging",
  "description": "Implements a simplified Signal Protocol-style end-to-end encryption scheme for messaging, covering key exchange, forward secrecy, and the core cryptographic components so no server or intermediary can decrypt messages. Use when designing or building E2EE messaging, or evaluating forward-secrecy and key-management tradeoffs for a messaging system.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-end-to-end-encryption-for-messaging/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-end-to-end-encryption-for-messaging/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're designing or building E2EE messaging, or evaluating forward-secrecy and key-management tradeoffs for a messaging system.",
  "example_prompts": [
   "Help me with designing or building E2EE messaging, or evaluating forward-secrecy and key-management tradeoffs",
   "Walk me through implementing end to end encryption for messaging step by step",
   "What's the best way to approach implementing end to end encryption for messaging for my project?"
  ],
  "keywords": [
   "implementing-end-to-end-encryption-for-messaging",
   "implements",
   "simplified",
   "signal",
   "protocol-style",
   "end-to-end",
   "encryption",
   "scheme",
   "messaging",
   "covering"
  ]
 },
 {
  "name": "implementing-endpoint-detection-with-wazuh",
  "description": "Deploys and configures Wazuh SIEM/XDR for endpoint detection, covering agent authentication and management, custom decoder and rule XML creation, alert querying via the Wazuh REST API, rule testing with wazuh-logtest, and automated active-response actions. Use when setting up endpoint detection and response, writing or testing custom Wazuh rules, or querying and triaging Wazuh alerts.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-endpoint-detection-with-wazuh/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-endpoint-detection-with-wazuh/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're setting up endpoint detection and response, writing or testing custom Wazuh rules, or querying and triaging Wazuh alerts.",
  "example_prompts": [
   "Help me with setting up endpoint detection and response, writing or testing custom Wazuh",
   "Walk me through implementing endpoint detection with wazuh step by step",
   "What's the best way to approach implementing endpoint detection with wazuh for my project?"
  ],
  "keywords": [
   "implementing-endpoint-detection-with-wazuh",
   "deploys",
   "configures",
   "wazuh",
   "siem",
   "xdr",
   "endpoint",
   "detection",
   "covering",
   "agent"
  ]
 },
 {
  "name": "implementing-endpoint-dlp-controls",
  "description": "Implements endpoint Data Loss Prevention (DLP) controls to detect and prevent sensitive data exfiltration through email, USB, cloud storage, and printing. Use when deploying DLP agents, creating content inspection policies, or preventing unauthorized data movement from endpoints. Activates for requests involving DLP, data exfiltration prevention, content inspection, or sensitive data protection on endpoints.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-endpoint-dlp-controls/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-endpoint-dlp-controls/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying DLP agents, creating content inspection policies, or preventing unauthorized data movement from endpoints.",
  "example_prompts": [
   "Help me with deploying DLP agents, creating content inspection policies, or preventing unauthorized data",
   "Walk me through implementing endpoint dlp controls step by step",
   "What's the best way to approach implementing endpoint dlp controls for my project?"
  ],
  "keywords": [
   "implementing-endpoint-dlp-controls",
   "implements",
   "endpoint",
   "data",
   "loss",
   "prevention",
   "dlp",
   "controls",
   "detect",
   "prevent"
  ]
 },
 {
  "name": "implementing-envelope-encryption-with-aws-kms",
  "description": "Implements envelope encryption with AWS KMS, encrypting data locally with a data encryption key (DEK) and protecting that DEK with a KMS-managed key (KEK), covering the encrypt/decrypt flow, KMS key types, and security validation criteria. Use when designing key management for encrypting large or numerous data objects on AWS, or when reducing direct KMS API call volume.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-envelope-encryption-with-aws-kms/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-envelope-encryption-with-aws-kms/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're designing key management for encrypting large or numerous data objects on AWS, or when reducing direct KMS API call volume.",
  "example_prompts": [
   "Help me with designing key management for encrypting large or numerous data objects",
   "Walk me through implementing envelope encryption with aws kms step by step",
   "What's the best way to approach implementing envelope encryption with aws kms for my project?"
  ],
  "keywords": [
   "implementing-envelope-encryption-with-aws-kms",
   "implements",
   "envelope",
   "encryption",
   "aws",
   "kms",
   "encrypting",
   "data",
   "locally",
   "key"
  ]
 },
 {
  "name": "implementing-epss-score-for-vulnerability-prioritization",
  "description": "Queries FIRST's Exploit Prediction Scoring System (EPSS) API to fetch exploitation-probability and percentile scores for CVEs, then uses those scores to prioritize vulnerability remediation. Use when triaging or ranking a vulnerability backlog by real-world 30-day exploitation likelihood rather than CVSS severity alone.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-epss-score-for-vulnerability-prioritization/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-epss-score-for-vulnerability-prioritization/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're triaging or ranking a vulnerability backlog by real-world 30-day exploitation likelihood rather than CVSS severity alone.",
  "example_prompts": [
   "Help me with triaging or ranking a vulnerability backlog by real-world 30-day exploitation likelihood",
   "Walk me through implementing epss score for vulnerability prioritization step by step",
   "What's the best way to approach implementing epss score for vulnerability prioritization for my project?"
  ],
  "keywords": [
   "implementing-epss-score-for-vulnerability-prioritization",
   "queries",
   "first",
   "exploit",
   "prediction",
   "scoring",
   "system",
   "epss",
   "api",
   "fetch"
  ]
 },
 {
  "name": "implementing-file-integrity-monitoring-with-aide",
  "description": "Configures AIDE (Advanced Intrusion Detection Environment) for file integrity monitoring on Linux, covering baseline database creation, scheduled integrity checks via cron, change detection, and alerting on unauthorized modifications. Use when setting up host-based file integrity monitoring, detecting unauthorized file changes, or meeting compliance requirements for FIM on Linux systems.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-file-integrity-monitoring-with-aide/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-file-integrity-monitoring-with-aide/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're setting up host-based file integrity monitoring, detecting unauthorized file changes.",
  "example_prompts": [
   "Help me with setting up host-based file integrity monitoring, detecting unauthorized file changes",
   "Walk me through implementing file integrity monitoring with aide step by step",
   "What's the best way to approach implementing file integrity monitoring with aide for my project?"
  ],
  "keywords": [
   "implementing-file-integrity-monitoring-with-aide",
   "configures",
   "aide",
   "advanced",
   "intrusion",
   "detection",
   "environment",
   "file",
   "integrity",
   "monitoring"
  ]
 },
 {
  "name": "implementing-fuzz-testing-in-cicd-with-aflplusplus",
  "description": "Integrates AFL++ coverage-guided fuzzing into CI/CD pipelines, covering harness construction, AFL++/AddressSanitizer/CmpLog instrumentation builds, and persistent-mode fuzzing to discover memory-corruption and input-handling vulnerabilities in C/C++ code. Use when adding automated fuzz testing to a build pipeline or hunting for memory-safety bugs in native/compiled applications.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-fuzz-testing-in-cicd-with-aflplusplus/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-fuzz-testing-in-cicd-with-aflplusplus/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're adding automated fuzz testing to a build pipeline or hunting for memory-safety bugs in native/compiled applications.",
  "example_prompts": [
   "Help me with adding automated fuzz testing to a build pipeline or hunting",
   "Walk me through implementing fuzz testing in cicd with aflplusplus step by step",
   "What's the best way to approach implementing fuzz testing in cicd with aflplusplus for my project?"
  ],
  "keywords": [
   "implementing-fuzz-testing-in-cicd-with-aflplusplus",
   "integrates",
   "afl++",
   "coverage-guided",
   "fuzzing",
   "into",
   "pipelines",
   "covering",
   "harness",
   "construction"
  ]
 },
 {
  "name": "implementing-gcp-binary-authorization",
  "description": "Implements GCP Binary Authorization end to end, including creating KMS-backed attestors, Container Analysis notes, deploy-time policies, and signing image attestations, so that only trusted, verified images deploy to GKE and Cloud Run. Use when enforcing container supply-chain integrity or deploy-time attestation checks on GCP.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-gcp-binary-authorization/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-gcp-binary-authorization/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're enforcing container supply-chain integrity or deploy-time attestation checks on GCP.",
  "example_prompts": [
   "Help me with enforcing container supply-chain integrity or deploy-time attestation checks on GCP",
   "Walk me through implementing gcp binary authorization step by step",
   "What's the best way to approach implementing gcp binary authorization for my project?"
  ],
  "keywords": [
   "implementing-gcp-binary-authorization",
   "implements",
   "gcp",
   "binary",
   "authorization",
   "end",
   "including",
   "creating",
   "kms-backed",
   "attestors"
  ]
 },
 {
  "name": "implementing-gcp-organization-policy-constraints",
  "description": "Implements GCP Organization Policy constraints via gcloud and Terraform, such as restricting external IPs, resource locations, default service accounts, and service account keys, plus dry-run testing of policy impact before enforcement. Use when enforcing security guardrails across an org's resource hierarchy, or hardening GCP config at the org, folder, or project level.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-gcp-organization-policy-constraints/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-gcp-organization-policy-constraints/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're enforcing security guardrails across an org's resource hierarchy, or hardening GCP config at the org, folder, or project level.",
  "example_prompts": [
   "Help me with enforcing security guardrails across an org's resource hierarchy, or hardening GCP",
   "Walk me through implementing gcp organization policy constraints step by step",
   "What's the best way to approach implementing gcp organization policy constraints for my project?"
  ],
  "keywords": [
   "implementing-gcp-organization-policy-constraints",
   "implements",
   "gcp",
   "organization",
   "policy",
   "constraints",
   "via",
   "gcloud",
   "terraform",
   "such"
  ]
 },
 {
  "name": "implementing-gcp-vpc-firewall-rules",
  "description": "Implements and audits GCP VPC firewall rules using gcloud, covering auditing overly permissive rules, creating restrictive ingress/egress rules, hierarchical firewall policies, and monitoring rule effectiveness with VPC Flow Logs. Use when deploying GCP workloads needing network access controls, auditing firewall configs, or responding to Security Command Center findings; not for Cloud Armor or DNS-based filtering.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-gcp-vpc-firewall-rules/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-gcp-vpc-firewall-rules/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying GCP workloads needing network access controls, auditing firewall configs.",
  "example_prompts": [
   "Help me with deploying GCP workloads needing network access controls, auditing firewall configs",
   "Walk me through implementing gcp vpc firewall rules step by step",
   "What's the best way to approach implementing gcp vpc firewall rules for my project?"
  ],
  "keywords": [
   "implementing-gcp-vpc-firewall-rules",
   "implements",
   "audits",
   "gcp",
   "vpc",
   "firewall",
   "rules",
   "using",
   "gcloud",
   "covering"
  ]
 },
 {
  "name": "implementing-gdpr-data-protection-controls",
  "description": "Implements GDPR (EU 2016/679) technical and organizational measures — privacy by design/default, DPIAs, data subject rights management, 72-hour breach notification, and cross-border transfer mechanisms (SCCs, BCRs, adequacy). Use when designing or auditing GDPR controls, building a DPIA, handling data subject access/erasure requests, or assessing cross-border data transfers.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-gdpr-data-protection-controls/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-gdpr-data-protection-controls/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're designing or auditing GDPR controls, building a DPIA, handling data subject access/erasure requests.",
  "example_prompts": [
   "Help me with designing or auditing GDPR controls, building a DPIA, handling data subject",
   "Walk me through implementing gdpr data protection controls step by step",
   "What's the best way to approach implementing gdpr data protection controls for my project?"
  ],
  "keywords": [
   "implementing-gdpr-data-protection-controls",
   "implements",
   "gdpr",
   "technical",
   "organizational",
   "measures",
   "privacy",
   "design",
   "default",
   "dpias"
  ]
 },
 {
  "name": "implementing-gdpr-data-subject-access-request",
  "description": "Automates GDPR Data Subject Access Request (DSAR) workflows including identity verification, PII discovery across databases and files using regex and NER, data mapping, response templating per Article 15 requirements, deadline tracking, and audit logging. Covers ICO/EDPB guidance compliance, exemption handling, and scalable batch processing. Use when building or auditing DSAR response capabilities under GDPR/UK GDPR.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-gdpr-data-subject-access-request/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-gdpr-data-subject-access-request/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building or auditing DSAR response capabilities under GDPR/UK GDPR.",
  "example_prompts": [
   "Help me with building or auditing DSAR response capabilities under GDPR/UK GDPR",
   "Walk me through implementing gdpr data subject access request step by step",
   "What's the best way to approach implementing gdpr data subject access request for my project?"
  ],
  "keywords": [
   "implementing-gdpr-data-subject-access-request",
   "automates",
   "gdpr",
   "data",
   "subject",
   "access",
   "request",
   "dsar",
   "workflows",
   "including"
  ]
 },
 {
  "name": "implementing-github-advanced-security-for-code-scanning",
  "description": "Configures GitHub Advanced Security (code scanning with CodeQL, secret scanning, dependency review, and Dependabot alerts) to perform automated static analysis and vulnerability detection across repositories at enterprise scale, including custom CodeQL queries and CI workflow integration. Use when setting up or tuning code scanning, rolling out CodeQL across an organization, or shifting SAST left into pull request workflows.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-github-advanced-security-for-code-scanning/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-github-advanced-security-for-code-scanning/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're setting up or tuning code scanning, rolling out CodeQL across an organization, or shifting SAST left into pull request workflows.",
  "example_prompts": [
   "Help me with setting up or tuning code scanning, rolling out CodeQL across",
   "Walk me through implementing github advanced security for code scanning step by step",
   "What's the best way to approach implementing github advanced security for code scanning for my project?"
  ],
  "keywords": [
   "implementing-github-advanced-security-for-code-scanning",
   "configures",
   "github",
   "advanced",
   "security",
   "code",
   "scanning",
   "codeql",
   "secret",
   "dependency"
  ]
 },
 {
  "name": "implementing-google-workspace-admin-security",
  "description": "Hardens a Google Workspace tenant via Admin Console configuration: phishing-resistant MFA enforcement, DLP policies, email authentication (SPF/DKIM/DMARC), OAuth third-party app control, and external sharing restrictions. Use when hardening a Google Workspace or G Suite tenant, enforcing MFA and OAuth app controls, or configuring cloud office security administration.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-google-workspace-admin-security/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-google-workspace-admin-security/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hardening a Google Workspace or G Suite tenant, enforcing MFA and OAuth app controls.",
  "example_prompts": [
   "Help me with hardening a Google Workspace or G Suite tenant, enforcing MFA",
   "Walk me through implementing google workspace admin security step by step",
   "What's the best way to approach implementing google workspace admin security for my project?"
  ],
  "keywords": [
   "implementing-google-workspace-admin-security",
   "hardens",
   "google",
   "workspace",
   "tenant",
   "via",
   "admin",
   "console",
   "configuration",
   "phishing-resistant"
  ]
 },
 {
  "name": "implementing-google-workspace-phishing-protection",
  "description": "Configures Google Workspace advanced phishing and malware protection settings in the Admin Console — pre-delivery message scanning, attachment protection, spoofing/impersonation detection, and Enhanced Safe Browsing enforcement. Use when hardening Gmail against phishing, spoofing, and malware, or when tuning Workspace email security policies.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-google-workspace-phishing-protection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-google-workspace-phishing-protection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hardening Gmail against phishing, spoofing, and malware, or when tuning Workspace email security policies.",
  "example_prompts": [
   "Help me with hardening Gmail against phishing, spoofing, and malware, or when tuning Workspace",
   "Walk me through implementing google workspace phishing protection step by step",
   "What's the best way to approach implementing google workspace phishing protection for my project?"
  ],
  "keywords": [
   "implementing-google-workspace-phishing-protection",
   "configures",
   "google",
   "workspace",
   "advanced",
   "phishing",
   "malware",
   "protection",
   "settings",
   "admin"
  ]
 },
 {
  "name": "implementing-google-workspace-sso-configuration",
  "description": "Configures SAML 2.0 single sign-on for Google Workspace against a third-party identity provider (Okta, Azure AD/Entra ID, ADFS), with Workspace as the Service Provider, to centralize authentication and enable immediate access revocation. Use when setting up or troubleshooting Google Workspace SSO/SAML federation or migrating from native Google passwords to an external IdP.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-google-workspace-sso-configuration/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-google-workspace-sso-configuration/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're setting up or troubleshooting Google Workspace SSO/SAML federation or migrating from native Google passwords to an external IdP.",
  "example_prompts": [
   "Help me with setting up or troubleshooting Google Workspace SSO/SAML federation or migrating from",
   "Walk me through implementing google workspace sso configuration step by step",
   "What's the best way to approach implementing google workspace sso configuration for my project?"
  ],
  "keywords": [
   "implementing-google-workspace-sso-configuration",
   "configures",
   "saml",
   "single",
   "sign-on",
   "google",
   "workspace",
   "against",
   "third-party",
   "identity"
  ]
 },
 {
  "name": "implementing-hardware-security-key-authentication",
  "description": "Builds a FIDO2/WebAuthn relying party server with the python-fido2 library, covering registration and authentication ceremonies, YubiKey enrollment, resident key (discoverable credential/passkey) workflows, and user verification policies. Use when implementing phishing-resistant MFA with hardware security keys, building a WebAuthn relying party, enrolling YubiKeys for a workforce, or migrating password-based authentication to passkeys.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-hardware-security-key-authentication/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-hardware-security-key-authentication/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're implementing phishing-resistant MFA with hardware security keys, building a WebAuthn relying party.",
  "example_prompts": [
   "Help me with implementing phishing-resistant MFA with hardware security keys, building a WebAuthn relying",
   "Walk me through implementing hardware security key authentication step by step",
   "What's the best way to approach implementing hardware security key authentication for my project?"
  ],
  "keywords": [
   "implementing-hardware-security-key-authentication",
   "builds",
   "fido2",
   "webauthn",
   "relying",
   "party",
   "server",
   "python-fido2",
   "library",
   "covering"
  ]
 },
 {
  "name": "implementing-hashicorp-vault-dynamic-secrets",
  "description": "Configures HashiCorp Vault dynamic secrets engines for database credentials, AWS IAM keys, and PKI certificates, with automatic generation, lease management, and rotation to eliminate static secrets in application configuration. Use when eliminating long-lived static credentials, configuring a Vault secrets engine, generating ephemeral database or cloud credentials, or automating credential rotation for compliance (PCI-DSS, NIST 800-53 IA-5).",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-hashicorp-vault-dynamic-secrets/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-hashicorp-vault-dynamic-secrets/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're eliminating long-lived static credentials, configuring a Vault secrets engine, generating ephemeral database or cloud credentials.",
  "example_prompts": [
   "Help me with eliminating long-lived static credentials, configuring a Vault secrets engine, generating ephemeral",
   "Walk me through implementing hashicorp vault dynamic secrets step by step",
   "What's the best way to approach implementing hashicorp vault dynamic secrets for my project?"
  ],
  "keywords": [
   "implementing-hashicorp-vault-dynamic-secrets",
   "configures",
   "hashicorp",
   "vault",
   "dynamic",
   "secrets",
   "engines",
   "database",
   "credentials",
   "aws"
  ]
 },
 {
  "name": "implementing-hipaa-security-rule-safeguards",
  "description": "Implement the HIPAA Security Rule (45 CFR Part 164 Subpart C) to protect electronic protected health information (ePHI): conduct the required risk analysis, deploy the administrative, physical, and technical safeguards, handle required vs addressable implementation specifications, execute Business Associate Agreements, and stand up breach-notification readiness. Use when an organization is a HIPAA covered entity or business associate, when protecting ePHI, when preparing for an OCR audit or responding to a breach, when performing a HIPAA Security Risk Analysis, when drafting or reviewing a BAA, or when mapping security controls to the §164.308/310/312/314/316 safeguards. Notes the 2025 NPRM proposed changes (not yet final). Keywords: HIPAA, HIPAA Security Rule, ePHI, PHI, 45 CFR 164, risk analysis, administrative safeguards, physical safeguards, technical safeguards, addressable, required, Business Associate Agreement, BAA, OCR, breach notification, HITECH, covered entity, business associate.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-hipaa-security-rule-safeguards/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-hipaa-security-rule-safeguards/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when an organization is a HIPAA covered entity or business associate, when protecting ePHI, when preparing for an OCR audit.",
  "example_prompts": [
   "I need help with an organization is a HIPAA covered entity or business associate, when",
   "Walk me through implementing hipaa security rule safeguards step by step",
   "What's the best way to approach implementing hipaa security rule safeguards for my project?"
  ],
  "keywords": [
   "implementing-hipaa-security-rule-safeguards",
   "implement",
   "hipaa",
   "security",
   "rule",
   "cfr",
   "part",
   "subpart",
   "protect",
   "electronic"
  ]
 },
 {
  "name": "implementing-honeypot-for-ransomware-detection",
  "description": "Deploys canary files, honeypot shares, and decoy systems to detect ransomware activity at the earliest possible stage. Configures canary tokens embedded in strategic file locations that trigger alerts when ransomware attempts encryption, uses honeypot network shares that mimic high-value targets, and deploys Thinkst Canary appliances for comprehensive deception-based detection. Activates for requests involving ransomware honeypots, canary files, deception technology for ransomware, or early ransomware alerting.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-honeypot-for-ransomware-detection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-honeypot-for-ransomware-detection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to deploy canary files, honeypot shares, and decoy systems to detect ransomware activity at the earliest possible stage.",
  "example_prompts": [
   "Can you help me deploy canary files, honeypot shares, and decoy systems to detect ransomware?",
   "Walk me through implementing honeypot for ransomware detection step by step",
   "What's the best way to approach implementing honeypot for ransomware detection for my project?"
  ],
  "keywords": [
   "implementing-honeypot-for-ransomware-detection",
   "deploys",
   "canary",
   "files",
   "honeypot",
   "shares",
   "decoy",
   "systems",
   "detect",
   "ransomware"
  ]
 },
 {
  "name": "implementing-honeytokens-for-breach-detection",
  "description": "Deploys canary tokens and honeytokens (fake AWS credentials, DNS canaries, document beacons, database records) that trigger alerts when accessed by attackers. Uses the Canarytokens API and custom webhook integrations for breach detection. Use when building deception-based early warning systems for intrusion detection.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-honeytokens-for-breach-detection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-honeytokens-for-breach-detection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to deploy canary tokens and honeytokens.",
  "example_prompts": [
   "Can you help me deploy canary tokens and honeytokens?",
   "Walk me through implementing honeytokens for breach detection step by step",
   "What's the best way to approach implementing honeytokens for breach detection for my project?"
  ],
  "keywords": [
   "implementing-honeytokens-for-breach-detection",
   "deploys",
   "canary",
   "tokens",
   "honeytokens",
   "fake",
   "aws",
   "credentials",
   "dns",
   "canaries"
  ]
 },
 {
  "name": "implementing-ics-firewall-with-tofino",
  "description": "Deploys and configures Tofino industrial firewalls (Belden/Hirschmann) to protect SCADA systems and PLCs, using deep packet inspection of OT protocols (Modbus, EtherNet/IP, OPC, S7comm) to enforce access control between ICS zones. Use when deploying zone-level firewall protection in front of PLCs/RTUs, enforcing IEC 62443 zone/conduit boundaries, or adding compensating controls for unpatchable legacy PLCs.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-ics-firewall-with-tofino/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-ics-firewall-with-tofino/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying zone-level firewall protection in front of PLCs/RTUs, enforcing IEC 62443 zone/conduit boundaries.",
  "example_prompts": [
   "Help me with deploying zone-level firewall protection in front of PLCs/RTUs, enforcing IEC 62443",
   "Walk me through implementing ics firewall with tofino step by step",
   "What's the best way to approach implementing ics firewall with tofino for my project?"
  ],
  "keywords": [
   "implementing-ics-firewall-with-tofino",
   "deploys",
   "configures",
   "tofino",
   "industrial",
   "firewalls",
   "belden",
   "hirschmann",
   "protect",
   "scada"
  ]
 },
 {
  "name": "implementing-identity-governance-with-sailpoint",
  "description": "Deploys SailPoint IdentityNow or IdentityIQ for identity governance and administration, covering identity lifecycle management, access request workflows, certification campaigns, role mining, separation-of-duties (SOD) policy enforcement, and compliance reporting. Use when standing up or tuning an identity governance program, automating access certifications, or enforcing SOD policies across enterprise IAM.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-identity-governance-with-sailpoint/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-identity-governance-with-sailpoint/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're standing up or tuning an identity governance program, automating access certifications.",
  "example_prompts": [
   "Help me with standing up or tuning an identity governance program, automating access certifications",
   "Walk me through implementing identity governance with sailpoint step by step",
   "What's the best way to approach implementing identity governance with sailpoint for my project?"
  ],
  "keywords": [
   "implementing-identity-governance-with-sailpoint",
   "deploys",
   "sailpoint",
   "identitynow",
   "identityiq",
   "identity",
   "governance",
   "administration",
   "covering",
   "lifecycle"
  ]
 },
 {
  "name": "implementing-identity-verification-for-zero-trust",
  "description": "Implements continuous, risk-adaptive identity verification for zero trust using phishing-resistant MFA (FIDO2/WebAuthn), risk-based conditional access, and identity governance aligned with NIST SP 800-207 and the CISA Zero Trust Maturity Model Identity Pillar. Use when designing zero trust identity controls, deploying phishing-resistant MFA, or building conditional access policies based on device posture, behavior, and location.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-identity-verification-for-zero-trust/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-identity-verification-for-zero-trust/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're designing zero trust identity controls, deploying phishing-resistant MFA.",
  "example_prompts": [
   "Help me with designing zero trust identity controls, deploying phishing-resistant MFA",
   "Walk me through implementing identity verification for zero trust step by step",
   "What's the best way to approach implementing identity verification for zero trust for my project?"
  ],
  "keywords": [
   "implementing-identity-verification-for-zero-trust",
   "implements",
   "continuous",
   "risk-adaptive",
   "identity",
   "verification",
   "zero",
   "trust",
   "using",
   "phishing-resistant"
  ]
 },
 {
  "name": "implementing-iec-62443-security-zones",
  "description": "Designs security zones and conduits for industrial control systems (IACS) per IEC 62443-3-2 — risk-based zone partitioning, Security Level target (SL-T) assignment, conduit controls, and firewall microsegmentation validated against the Purdue Reference Model. Use when designing OT network zones for a new facility, retrofitting zones into a flat OT network, or upgrading VLAN-only segmentation for IEC 62443-3-2 compliance.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-iec-62443-security-zones/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-iec-62443-security-zones/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're designing OT network zones for a new facility, retrofitting zones into a flat OT network.",
  "example_prompts": [
   "Help me with designing OT network zones for a new facility, retrofitting zones into",
   "Walk me through implementing iec 62443 security zones step by step",
   "What's the best way to approach implementing iec 62443 security zones for my project?"
  ],
  "keywords": [
   "implementing-iec-62443-security-zones",
   "designs",
   "security",
   "zones",
   "conduits",
   "industrial",
   "control",
   "systems",
   "iacs",
   "per"
  ]
 },
 {
  "name": "implementing-image-provenance-verification-with-cosign",
  "description": "Signs and verifies container image provenance with Sigstore Cosign, covering key-based and keyless OIDC signing (Fulcio, Rekor transparency log), SLSA attestations, and enforcing signature verification through Kubernetes admission control. Use when signing images for supply chain security, setting up keyless OIDC signing, attaching attestations, or enforcing a verified-images-only policy at admission. Keywords: Cosign, Sigstore, Fulcio, Rekor, keyless, attestation, cosign verify, admission policy. Do not use for in-toto layout-based pipeline attestation - use implementing-supply-chain-security-with-in-toto.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-image-provenance-verification-with-cosign/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-image-provenance-verification-with-cosign/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're signing images for supply chain security, setting up keyless OIDC signing, attaching attestations.",
  "example_prompts": [
   "Help me with signing images for supply chain security, setting up keyless OIDC signing",
   "Walk me through implementing image provenance verification with cosign step by step",
   "What's the best way to approach implementing image provenance verification with cosign for my project?"
  ],
  "keywords": [
   "implementing-image-provenance-verification-with-cosign",
   "signs",
   "verifies",
   "container",
   "image",
   "provenance",
   "sigstore",
   "cosign",
   "covering",
   "key-based"
  ]
 },
 {
  "name": "implementing-immutable-backup-with-restic",
  "description": "Implements ransomware-resistant backups using restic with S3-compatible Object Lock (AWS S3, MinIO, Backblaze B2), automating backup creation, integrity checks via restic check --read-data, retention enforcement, and restore testing. Use when building immutable backup infrastructure, adding a WORM copy to a 3-2-1-1-0 strategy, or automating scheduled backup-verification workflows.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-immutable-backup-with-restic/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-immutable-backup-with-restic/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building immutable backup infrastructure, adding a WORM copy to a 3-2-1-1-0 strategy.",
  "example_prompts": [
   "Help me with building immutable backup infrastructure, adding a WORM copy to a 3-2-1-1-0",
   "Walk me through implementing immutable backup with restic step by step",
   "What's the best way to approach implementing immutable backup with restic for my project?"
  ],
  "keywords": [
   "implementing-immutable-backup-with-restic",
   "implements",
   "ransomware-resistant",
   "backups",
   "using",
   "restic",
   "s3-compatible",
   "object",
   "lock",
   "aws"
  ]
 },
 {
  "name": "implementing-infrastructure-as-code-security-scanning",
  "description": "Implements automated security scanning for Infrastructure as Code using Checkov, tfsec, and KICS to detect misconfigurations in Terraform, CloudFormation, Kubernetes manifests, and Helm charts, plus policy-based governance and CI/CD integration. Use when validating cloud infrastructure before deployment or blocking insecure changes (public S3 buckets, open security groups) in pull requests.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-infrastructure-as-code-security-scanning/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-infrastructure-as-code-security-scanning/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're validating cloud infrastructure before deployment or blocking insecure changes in pull requests.",
  "example_prompts": [
   "Help me with validating cloud infrastructure before deployment or blocking insecure changes in pull",
   "Walk me through implementing infrastructure as code security scanning step by step",
   "What's the best way to approach implementing infrastructure as code security scanning for my project?"
  ],
  "keywords": [
   "implementing-infrastructure-as-code-security-scanning",
   "implements",
   "automated",
   "security",
   "scanning",
   "infrastructure",
   "code",
   "using",
   "checkov",
   "tfsec"
  ]
 },
 {
  "name": "implementing-iso-27001-information-security-management",
  "description": "Guides implementation of an ISO/IEC 27001:2022 Information Security Management System (ISMS) end to end: gap analysis and scoping, risk assessment methodology, Annex A control selection, Statement of Applicability (SoA) creation, and continuous improvement. Use when scoping a new ISMS, preparing for ISO 27001 certification or audit, or selecting and documenting Annex A controls for a compliance program.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-iso-27001-information-security-management/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-iso-27001-information-security-management/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're scoping a new ISMS, preparing for ISO 27001 certification or audit.",
  "example_prompts": [
   "Help me with scoping a new ISMS, preparing for ISO 27001 certification or audit",
   "Walk me through implementing iso 27001 information security management step by step",
   "What's the best way to approach implementing iso 27001 information security management for my project?"
  ],
  "keywords": [
   "implementing-iso-27001-information-security-management",
   "guides",
   "implementation",
   "iso",
   "iec",
   "information",
   "security",
   "management",
   "system",
   "isms"
  ]
 },
 {
  "name": "implementing-just-in-time-access-provisioning",
  "description": "Implements Just-In-Time (JIT) access provisioning to eliminate standing privileges by granting temporary, time-bound access, covering approval workflows, automatic expiration/revocation, and PAM/IGA integration. Use when designing access approval workflows or replacing standing privileged accounts with time-bound, zero-trust-aligned grants.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-just-in-time-access-provisioning/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-just-in-time-access-provisioning/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're designing access approval workflows or replacing standing privileged accounts with time-bound, zero-trust-aligned grants.",
  "example_prompts": [
   "Help me with designing access approval workflows or replacing standing privileged accounts with time-bound",
   "Walk me through implementing just in time access provisioning step by step",
   "What's the best way to approach implementing just in time access provisioning for my project?"
  ],
  "keywords": [
   "implementing-just-in-time-access-provisioning",
   "implements",
   "just-in-time",
   "jit",
   "access",
   "provisioning",
   "eliminate",
   "standing",
   "privileges",
   "granting"
  ]
 },
 {
  "name": "implementing-jwt-signing-and-verification",
  "description": "Implements secure JWT (RFC 7519) signing and verification using HMAC-SHA256, RSA-PSS, ES256, and EdDSA, including token expiration, claims validation, and defenses against algorithm-confusion, none-algorithm, and key-injection attacks. Use when adding or hardening JWT-based authentication/authorization, or when auditing token verification code for common JWT vulnerabilities.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-jwt-signing-and-verification/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-jwt-signing-and-verification/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're adding or hardening JWT-based authentication/authorization, or when auditing token verification code for common JWT vulnerabilities.",
  "example_prompts": [
   "Help me with adding or hardening JWT-based authentication/authorization, or when auditing token verification code",
   "Walk me through implementing jwt signing and verification step by step",
   "What's the best way to approach implementing jwt signing and verification for my project?"
  ],
  "keywords": [
   "implementing-jwt-signing-and-verification",
   "implements",
   "secure",
   "jwt",
   "rfc",
   "signing",
   "verification",
   "using",
   "hmac-sha256",
   "rsa-pss"
  ]
 },
 {
  "name": "implementing-kubernetes-network-policy-with-calico",
  "description": "Installs Calico as the cluster CNI and writes standard Kubernetes NetworkPolicy under it, covering default-deny baselines, policy ordering and precedence, service-account-based selectors, and verifying that policy is genuinely being enforced. Use when adopting Calico as the enforcement CNI, establishing a default-deny baseline, or debugging why a NetworkPolicy is not taking effect under Calico. Keywords: Calico CNI, NetworkPolicy, default deny, policy order, Felix, service account selector. Do not use for Calico-only CRDs such as GlobalNetworkPolicy or DNS egress - use implementing-container-network-policies-with-calico; for CNI-agnostic policy use implementing-network-policies-for-kubernetes.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-kubernetes-network-policy-with-calico/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-kubernetes-network-policy-with-calico/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're adopting Calico as the enforcement CNI, establishing a default-deny baseline.",
  "example_prompts": [
   "Help me with adopting Calico as the enforcement CNI, establishing a default-deny baseline",
   "Walk me through implementing kubernetes network policy with calico step by step",
   "What's the best way to approach implementing kubernetes network policy with calico for my project?"
  ],
  "keywords": [
   "implementing-kubernetes-network-policy-with-calico",
   "installs",
   "calico",
   "cluster",
   "cni",
   "writes",
   "standard",
   "kubernetes",
   "networkpolicy",
   "under"
  ]
 },
 {
  "name": "implementing-kubernetes-pod-security-standards",
  "description": "Chooses and applies the correct Kubernetes Pod Security Standard (Privileged, Baseline, Restricted) for a workload: what each profile forbids, how to map existing workloads to a profile, which securityContext fields must change, and how to plan a PodSecurityPolicy-to-PSS migration without breaking running pods. Use when deciding which pod security profile a namespace or workload should run under, auditing which workloads would fail Restricted, planning a PSP migration, or mapping pod security posture to a compliance control. Keywords: Pod Security Standards, PSS, Privileged, Baseline, Restricted, securityContext, runAsNonRoot, drop ALL capabilities, seccomp RuntimeDefault, PSP migration. Do not use for configuring the admission controller that enforces these profiles - use implementing-pod-security-admission-controller.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-kubernetes-pod-security-standards/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-kubernetes-pod-security-standards/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deciding which pod security profile a namespace or workload should run under, auditing which workloads would fail Restricted.",
  "example_prompts": [
   "Help me with deciding which pod security profile a namespace or workload should run",
   "Walk me through implementing kubernetes pod security standards step by step",
   "What's the best way to approach implementing kubernetes pod security standards for my project?"
  ],
  "keywords": [
   "implementing-kubernetes-pod-security-standards",
   "chooses",
   "applies",
   "correct",
   "kubernetes",
   "pod",
   "security",
   "standard",
   "privileged",
   "baseline"
  ]
 },
 {
  "name": "implementing-llm-guardrails-for-security",
  "description": "Implements input/output validation guardrails for LLM applications using NVIDIA NeMo Guardrails (Colang), custom Python validators for PII detection, and the Guardrails AI framework, intercepting user inputs (prompt injection, PII, off-topic queries) and model outputs (hallucinations, toxic content, schema compliance). Use when adding safety controls to an LLM app/chatbot/RAG pipeline or validating outputs conform to expected schemas.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-llm-guardrails-for-security/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-llm-guardrails-for-security/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're adding safety controls to an LLM app/chatbot/RAG pipeline or validating outputs conform to expected schemas.",
  "example_prompts": [
   "Help me with adding safety controls to an LLM app/chatbot/RAG pipeline or validating outputs",
   "Walk me through implementing llm guardrails for security step by step",
   "What's the best way to approach implementing llm guardrails for security for my project?"
  ],
  "keywords": [
   "implementing-llm-guardrails-for-security",
   "implements",
   "input",
   "output",
   "validation",
   "guardrails",
   "llm",
   "applications",
   "using",
   "nvidia"
  ]
 },
 {
  "name": "implementing-log-forwarding-with-fluentd",
  "description": "Configures Fluent Bit as an endpoint log forwarder and Fluentd as the central aggregator for centralized log collection, routing, filtering, and enrichment, covering input plugins for syslog/file-tailing/application logs and output routing to Elasticsearch, S3, and Splunk. Use when setting up centralized log aggregation across distributed infrastructure or generating Fluent Bit/Fluentd configuration files for a new log pipeline.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-log-forwarding-with-fluentd/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-log-forwarding-with-fluentd/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're setting up centralized log aggregation across distributed infrastructure.",
  "example_prompts": [
   "Help me with setting up centralized log aggregation across distributed infrastructure",
   "Walk me through implementing log forwarding with fluentd step by step",
   "What's the best way to approach implementing log forwarding with fluentd for my project?"
  ],
  "keywords": [
   "implementing-log-forwarding-with-fluentd",
   "configures",
   "fluent",
   "bit",
   "endpoint",
   "log",
   "forwarder",
   "fluentd",
   "central",
   "aggregator"
  ]
 },
 {
  "name": "implementing-log-integrity-with-blockchain",
  "description": "Builds an append-only log integrity chain using SHA-256 hash chaining, where each entry incorporates the previous entry's hash so tampering invalidates all subsequent hashes; covers log ingestion (syslog/JSON/plain text), chain verification, pinpoint tamper detection, and checkpoint anchoring to external timestamping services. Use for tamper-evident log storage for compliance or forensics, or to verify whether log entries were altered.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-log-integrity-with-blockchain/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-log-integrity-with-blockchain/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to tamper-evident log storage for compliance or forensics, or to verify whether log entries were altered.",
  "example_prompts": [
   "Can you help me tamper-evident log storage for compliance or forensics, or to verify whether?",
   "Walk me through implementing log integrity with blockchain step by step",
   "What's the best way to approach implementing log integrity with blockchain for my project?"
  ],
  "keywords": [
   "implementing-log-integrity-with-blockchain",
   "builds",
   "append-only",
   "log",
   "integrity",
   "chain",
   "using",
   "sha-256",
   "hash",
   "chaining"
  ]
 },
 {
  "name": "implementing-memory-protection-with-dep-aslr",
  "description": "Implements memory protection mechanisms including DEP (Data Execution Prevention), ASLR (Address Space Layout Randomization), CFG (Control Flow Guard), and other exploit mitigations to prevent memory corruption attacks. Use when hardening endpoints against buffer overflow exploits, ROP chains, and code injection. Activates for requests involving memory protection, exploit mitigation, DEP, ASLR, or CFG configuration.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-memory-protection-with-dep-aslr/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-memory-protection-with-dep-aslr/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hardening endpoints against buffer overflow exploits, ROP chains, and code injection.",
  "example_prompts": [
   "Help me with hardening endpoints against buffer overflow exploits, ROP chains, and code injection",
   "Walk me through implementing memory protection with dep aslr step by step",
   "What's the best way to approach implementing memory protection with dep aslr for my project?"
  ],
  "keywords": [
   "implementing-memory-protection-with-dep-aslr",
   "implements",
   "memory",
   "protection",
   "mechanisms",
   "including",
   "dep",
   "data",
   "execution",
   "prevention"
  ]
 },
 {
  "name": "implementing-microsegmentation-with-guardicore",
  "description": "Implements microsegmentation with Akamai Guardicore Segmentation to map application dependencies, visualize east-west traffic flows, and create granular, least-privilege network policies across VMs, containers, bare metal, and cloud. Use when blocking lateral movement in a data center or when PCI DSS/HIPAA compliance requires validated network segmentation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-microsegmentation-with-guardicore/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-microsegmentation-with-guardicore/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're blocking lateral movement in a data center or when PCI DSS/HIPAA compliance requires validated network segmentation.",
  "example_prompts": [
   "Help me with blocking lateral movement in a data center or when PCI DSS/HIPAA",
   "Walk me through implementing microsegmentation with guardicore step by step",
   "What's the best way to approach implementing microsegmentation with guardicore for my project?"
  ],
  "keywords": [
   "implementing-microsegmentation-with-guardicore",
   "implements",
   "microsegmentation",
   "akamai",
   "guardicore",
   "segmentation",
   "map",
   "application",
   "dependencies",
   "visualize"
  ]
 },
 {
  "name": "implementing-mimecast-targeted-attack-protection",
  "description": "Deploys and configures Mimecast Targeted Threat Protection (TTP) modules -- URL Protect (click-time URL rewriting/analysis), Attachment Protect (sandbox detonation), Impersonation Protect (BEC/whaling detection), and Internal Email Protect -- for Microsoft 365 or Google Workspace. Use when defending against phishing, spearphishing, or business email compromise, or configuring TTP policies in the Mimecast Administration Console.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-mimecast-targeted-attack-protection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-mimecast-targeted-attack-protection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're defending against phishing, spearphishing, or business email compromise.",
  "example_prompts": [
   "Help me with defending against phishing, spearphishing, or business email compromise",
   "Walk me through implementing mimecast targeted attack protection step by step",
   "What's the best way to approach implementing mimecast targeted attack protection for my project?"
  ],
  "keywords": [
   "implementing-mimecast-targeted-attack-protection",
   "deploys",
   "configures",
   "mimecast",
   "targeted",
   "threat",
   "protection",
   "ttp",
   "modules",
   "url"
  ]
 },
 {
  "name": "implementing-mitre-attack-coverage-mapping",
  "description": "Implement MITRE ATT&CK coverage mapping to identify detection gaps, prioritize rule development, and measure SOC detection maturity against adversary techniques.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-mitre-attack-coverage-mapping/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-mitre-attack-coverage-mapping/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to implement MITRE ATT&CK coverage mapping to identify detection gaps, prioritize rule development.",
  "example_prompts": [
   "Can you help me implement MITRE ATT&CK coverage mapping to identify detection gaps, prioritize rule?",
   "Walk me through implementing mitre attack coverage mapping step by step",
   "What's the best way to approach implementing mitre attack coverage mapping for my project?"
  ],
  "keywords": [
   "implementing-mitre-attack-coverage-mapping",
   "implement",
   "mitre",
   "att",
   "coverage",
   "mapping",
   "identify",
   "detection",
   "gaps",
   "prioritize"
  ]
 },
 {
  "name": "implementing-mobile-application-management",
  "description": "Implements Mobile Application Management (MAM) policies to protect enterprise data on managed and unmanaged mobile devices through app-level controls including data loss prevention, selective wipe, app configuration, and containerization. Use when securing corporate apps on BYOD devices, implementing Intune App Protection Policies, or enforcing data separation between personal and work apps. Activates for requests involving MAM deployment, app protection policies, mobile containerization, or BYOD security.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-mobile-application-management/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-mobile-application-management/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're securing corporate apps on BYOD devices, implementing Intune App Protection Policies.",
  "example_prompts": [
   "Help me with securing corporate apps on BYOD devices, implementing Intune App Protection Policies",
   "Walk me through implementing mobile application management step by step",
   "What's the best way to approach implementing mobile application management for my project?"
  ],
  "keywords": [
   "implementing-mobile-application-management",
   "implements",
   "mobile",
   "application",
   "management",
   "mam",
   "policies",
   "protect",
   "enterprise",
   "data"
  ]
 },
 {
  "name": "implementing-mtls-for-zero-trust-services",
  "description": "Configures mutual TLS (mTLS) authentication between microservices using Python cryptography library for certificate generation and ssl module for TLS verification. Validates certificate chains, checks expiration, and audits mTLS deployment status. Use when implementing zero-trust service-to-service authentication.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-mtls-for-zero-trust-services/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-mtls-for-zero-trust-services/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're implementing zero-trust service-to-service authentication.",
  "example_prompts": [
   "Help me with implementing zero-trust service-to-service authentication",
   "Walk me through implementing mtls for zero trust services step by step",
   "What's the best way to approach implementing mtls for zero trust services for my project?"
  ],
  "keywords": [
   "implementing-mtls-for-zero-trust-services",
   "configures",
   "mutual",
   "tls",
   "mtls",
   "authentication",
   "between",
   "microservices",
   "using",
   "python"
  ]
 },
 {
  "name": "implementing-nerc-cip-compliance-controls",
  "description": "Implements NERC CIP controls for Bulk Electric System (BES) cyber systems: asset categorization (CIP-002), electronic security perimeters (CIP-005), system security management (CIP-007), configuration management (CIP-010), and supply chain risk (CIP-013), including 2025 MFA updates. Use when a registered entity must achieve or maintain NERC CIP compliance, prepare for a Regional Entity audit, or categorize newly commissioned BES cyber systems.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-nerc-cip-compliance-controls/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-nerc-cip-compliance-controls/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a registered entity must achieve or maintain NERC CIP compliance, prepare for a Regional Entity audit.",
  "example_prompts": [
   "I need help with a registered entity must achieve or maintain NERC CIP compliance, prepare",
   "Walk me through implementing nerc cip compliance controls step by step",
   "What's the best way to approach implementing nerc cip compliance controls for my project?"
  ],
  "keywords": [
   "implementing-nerc-cip-compliance-controls",
   "implements",
   "nerc",
   "cip",
   "controls",
   "bulk",
   "electric",
   "system",
   "bes",
   "cyber"
  ]
 },
 {
  "name": "implementing-network-access-control-with-cisco-ise",
  "description": "Deploys Cisco Identity Services Engine (ISE) as a RADIUS policy server for 802.1X wired and wireless authentication, MAC Authentication Bypass, posture assessment, dynamic VLAN assignment, downloadable ACLs, and TrustSec Security Group Tags. Use when deploying enterprise NAC with ISE and Active Directory integration, enforcing endpoint posture compliance, or segmenting access with TrustSec instead of a generic 802.1X/PacketFence setup.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-network-access-control-with-cisco-ise/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-network-access-control-with-cisco-ise/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying enterprise NAC with ISE and Active Directory integration, enforcing endpoint posture compliance.",
  "example_prompts": [
   "Help me with deploying enterprise NAC with ISE and Active Directory integration, enforcing endpoint",
   "Walk me through implementing network access control with cisco ise step by step",
   "What's the best way to approach implementing network access control with cisco ise for my project?"
  ],
  "keywords": [
   "implementing-network-access-control-with-cisco-ise",
   "deploys",
   "cisco",
   "identity",
   "services",
   "engine",
   "ise",
   "radius",
   "policy",
   "server"
  ]
 },
 {
  "name": "implementing-network-access-control",
  "description": "Implements 802.1X port-based network access control using RADIUS authentication, PacketFence NAC, and switch configuration to enforce identity-based access policies, posture assessment, and automatic VLAN assignment for authorized devices. Use when enforcing zero-trust access at the network edge, quarantining non-compliant endpoints, meeting PCI-DSS/HIPAA/SOC 2 access requirements, or onboarding BYOD devices with automated provisioning.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-network-access-control/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-network-access-control/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're enforcing zero-trust access at the network edge, quarantining non-compliant endpoints.",
  "example_prompts": [
   "Help me with enforcing zero-trust access at the network edge, quarantining non-compliant endpoints",
   "Walk me through implementing network access control step by step",
   "What's the best way to approach implementing network access control for my project?"
  ],
  "keywords": [
   "implementing-network-access-control",
   "implements",
   "port-based",
   "network",
   "access",
   "control",
   "using",
   "radius",
   "authentication",
   "packetfence"
  ]
 },
 {
  "name": "implementing-network-deception-with-honeypots",
  "description": "Deploy and manage network honeypots using OpenCanary, T-Pot, or Cowrie to detect unauthorized access, lateral movement, and attacker reconnaissance.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-network-deception-with-honeypots/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-network-deception-with-honeypots/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for deploy and manage network honeypots using OpenCanary, T-Pot, or Cowrie to detect unauthorized access, lateral movement.",
  "example_prompts": [
   "Can you help me deploy and manage network honeypots using OpenCanary, T-Pot, or Cowrie?",
   "Walk me through implementing network deception with honeypots step by step",
   "What's the best way to approach implementing network deception with honeypots for my project?"
  ],
  "keywords": [
   "implementing-network-deception-with-honeypots",
   "deploy",
   "manage",
   "network",
   "honeypots",
   "using",
   "opencanary",
   "t-pot",
   "cowrie",
   "detect"
  ]
 },
 {
  "name": "implementing-network-intrusion-prevention-with-suricata",
  "description": "Deploys and configures Suricata as an inline network intrusion prevention system, covering IPS mode setup (NFQueue), custom rule writing, Emerging Threats ruleset management, performance tuning, and logging integration. Use when deploying real-time inline traffic inspection to actively block malicious traffic, or when tuning Suricata rules and performance for production IDS/IPS deployment.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-network-intrusion-prevention-with-suricata/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-network-intrusion-prevention-with-suricata/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying real-time inline traffic inspection to actively block malicious traffic.",
  "example_prompts": [
   "Help me with deploying real-time inline traffic inspection to actively block malicious traffic",
   "Walk me through implementing network intrusion prevention with suricata step by step",
   "What's the best way to approach implementing network intrusion prevention with suricata for my project?"
  ],
  "keywords": [
   "implementing-network-intrusion-prevention-with-suricata",
   "deploys",
   "configures",
   "suricata",
   "inline",
   "network",
   "intrusion",
   "prevention",
   "system",
   "covering"
  ]
 },
 {
  "name": "implementing-network-policies-for-kubernetes",
  "description": "Writes portable upstream Kubernetes NetworkPolicy YAML - default-deny-all, DNS egress, namespace and pod selector rules - that works on any conformant CNI such as Calico or Cilium. Use when segmentation must stay CNI-portable, introducing a default-deny posture, or restricting east-west traffic between pods and namespaces without depending on a vendor CRD. Keywords: NetworkPolicy, default deny, podSelector, namespaceSelector, ingress, egress, CNI portable. Do not use for Calico-specific resources - use implementing-kubernetes-network-policy-with-calico.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-network-policies-for-kubernetes/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-network-policies-for-kubernetes/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to segmentation must stay CNI-portable, introducing a default-deny posture.",
  "example_prompts": [
   "Can you help me segmentation must stay CNI-portable, introducing a default-deny posture?",
   "Walk me through implementing network policies for kubernetes step by step",
   "What's the best way to approach implementing network policies for kubernetes for my project?"
  ],
  "keywords": [
   "implementing-network-policies-for-kubernetes",
   "writes",
   "portable",
   "upstream",
   "kubernetes",
   "networkpolicy",
   "yaml",
   "default-deny-all",
   "dns",
   "egress"
  ]
 },
 {
  "name": "implementing-network-segmentation-for-ot",
  "description": "Implements OT network segmentation using VLANs, OT-aware firewalls, data diodes, and IEC 62443 zone/conduit architecture, with a traffic-baseline-driven design tool for migrating flat Purdue-model networks without disrupting operations. Use when segmenting a flat OT network into Purdue levels, deploying an IT/OT DMZ, or isolating safety instrumented systems from basic process control systems.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-network-segmentation-for-ot/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-network-segmentation-for-ot/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're segmenting a flat OT network into Purdue levels, deploying an IT/OT DMZ.",
  "example_prompts": [
   "Help me with segmenting a flat OT network into Purdue levels, deploying an IT/OT",
   "Walk me through implementing network segmentation for ot step by step",
   "What's the best way to approach implementing network segmentation for ot for my project?"
  ],
  "keywords": [
   "implementing-network-segmentation-for-ot",
   "implements",
   "network",
   "segmentation",
   "using",
   "vlans",
   "ot-aware",
   "firewalls",
   "data",
   "diodes"
  ]
 },
 {
  "name": "implementing-network-segmentation-with-firewall-zones",
  "description": "Designs and implements network segmentation using firewall security zones, VLANs, inter-zone ACLs, and workload-level microsegmentation to restrict east-west lateral movement and enforce least-privilege access. Use when architecting security zones, writing inter-zone firewall policies, or meeting PCI DSS/HIPAA/NIST 800-53/zero-trust segmentation requirements for dynamic or traditional network environments.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-network-segmentation-with-firewall-zones/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-network-segmentation-with-firewall-zones/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're architecting security zones, writing inter-zone firewall policies.",
  "example_prompts": [
   "Help me with architecting security zones, writing inter-zone firewall policies",
   "Walk me through implementing network segmentation with firewall zones step by step",
   "What's the best way to approach implementing network segmentation with firewall zones for my project?"
  ],
  "keywords": [
   "implementing-network-segmentation-with-firewall-zones",
   "designs",
   "implements",
   "network",
   "segmentation",
   "using",
   "firewall",
   "security",
   "zones",
   "vlans"
  ]
 },
 {
  "name": "implementing-network-traffic-analysis-with-arkime",
  "description": "Queries Arkime (formerly Moloch) full packet capture via its API to search sessions, download PCAPs, detect C2 beaconing through connection interval/jitter stats, spot DNS tunneling via query-length analysis, and flag known-bad TLS certificate issuers, using the bundled scripts/agent.py. Use when investigating suspicious network flows or doing full-packet-capture forensics against an Arkime deployment.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-network-traffic-analysis-with-arkime/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-network-traffic-analysis-with-arkime/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating suspicious network flows or doing full-packet-capture forensics against an Arkime deployment.",
  "example_prompts": [
   "Help me with investigating suspicious network flows or doing full-packet-capture forensics against an Arkime",
   "Walk me through implementing network traffic analysis with arkime step by step",
   "What's the best way to approach implementing network traffic analysis with arkime for my project?"
  ],
  "keywords": [
   "implementing-network-traffic-analysis-with-arkime",
   "queries",
   "arkime",
   "formerly",
   "moloch",
   "full",
   "packet",
   "capture",
   "via",
   "api"
  ]
 },
 {
  "name": "implementing-network-traffic-baselining",
  "description": "Builds network traffic baselines from NetFlow/IPFIX CSV or JSON exports using Python pandas, computing hourly/daily volume distributions, per-host and protocol/port statistics, and top-talker profiles, then flags outliers via z-score and IQR anomaly detection. Use when a SOC analyst needs to establish normal traffic patterns and surface deviations such as data exfiltration spikes, beaconing, or unusual port usage from historical flow data.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-network-traffic-baselining/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-network-traffic-baselining/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a SOC analyst needs to establish normal traffic patterns and surface deviations such as data exfiltration spikes, beaconing.",
  "example_prompts": [
   "I need help with a SOC analyst needs to establish normal traffic patterns and surface",
   "Walk me through implementing network traffic baselining step by step",
   "What's the best way to approach implementing network traffic baselining for my project?"
  ],
  "keywords": [
   "implementing-network-traffic-baselining",
   "builds",
   "network",
   "traffic",
   "baselines",
   "netflow",
   "ipfix",
   "csv",
   "json",
   "exports"
  ]
 },
 {
  "name": "implementing-next-generation-firewall-with-palo-alto",
  "description": "Configures and deploys Palo Alto Networks next-generation firewalls end-to-end, covering App-ID application-aware policies, User-ID identity-based enforcement, zone-based security rules, SSL decryption for encrypted traffic visibility, and Content-ID threat prevention profiles. Use when moving an enterprise from port-based firewall rules to application- and identity-aware NGFW policy on Palo Alto hardware.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-next-generation-firewall-with-palo-alto/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-next-generation-firewall-with-palo-alto/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're moving an enterprise from port-based firewall rules to application- and identity-aware NGFW policy on Palo Alto hardware.",
  "example_prompts": [
   "Help me with moving an enterprise from port-based firewall rules to application- and identity-aware",
   "Walk me through implementing next generation firewall with palo alto step by step",
   "What's the best way to approach implementing next generation firewall with palo alto for my project?"
  ],
  "keywords": [
   "implementing-next-generation-firewall-with-palo-alto",
   "configures",
   "deploys",
   "palo",
   "alto",
   "networks",
   "next-generation",
   "firewalls",
   "end-to-end",
   "covering"
  ]
 },
 {
  "name": "implementing-opa-gatekeeper-for-policy-enforcement",
  "description": "Deploys OPA Gatekeeper via Helm as a Kubernetes admission controller and writes ConstraintTemplates with Rego plus instantiated Constraints to validate, mutate, or deny resource requests at admission time. Use when enforcing custom policy-as-code at admission on Kubernetes v1.24+, blocking non-compliant workloads before scheduling, or expressing a rule that built-in controls cannot. Keywords: Gatekeeper, ConstraintTemplate, Constraint, Rego, admission webhook, audit, mutation. Do not use for the standard pod security profiles that Pod Security Admission already covers - use implementing-pod-security-admission-controller.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-opa-gatekeeper-for-policy-enforcement/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-opa-gatekeeper-for-policy-enforcement/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're enforcing custom policy-as-code at admission on Kubernetes v1.24+, blocking non-compliant workloads before scheduling.",
  "example_prompts": [
   "Help me with enforcing custom policy-as-code at admission on Kubernetes v1.24+, blocking non-compliant workloads",
   "Walk me through implementing opa gatekeeper for policy enforcement step by step",
   "What's the best way to approach implementing opa gatekeeper for policy enforcement for my project?"
  ],
  "keywords": [
   "implementing-opa-gatekeeper-for-policy-enforcement",
   "deploys",
   "opa",
   "gatekeeper",
   "via",
   "helm",
   "kubernetes",
   "admission",
   "controller",
   "writes"
  ]
 },
 {
  "name": "implementing-ot-incident-response-playbook",
  "description": "Develops OT-specific incident response playbooks using a SANS PICERL-based Python engine that classifies incident severity (safety, process, access, recon) and coordinates IT SOC, OT engineering, and plant operations, aligned with IEC 62443 and NIST SP 800-82. Use when building ICS/SCADA incident response procedures for the first time, preparing for OT ransomware scenarios, or aligning IR with IEC 62443/NERC CIP reporting requirements.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-ot-incident-response-playbook/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-ot-incident-response-playbook/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building ICS/SCADA incident response procedures for the first time, preparing for OT ransomware scenarios.",
  "example_prompts": [
   "Help me with building ICS/SCADA incident response procedures for the first time, preparing",
   "Walk me through implementing ot incident response playbook step by step",
   "What's the best way to approach implementing ot incident response playbook for my project?"
  ],
  "keywords": [
   "implementing-ot-incident-response-playbook",
   "develops",
   "ot-specific",
   "incident",
   "response",
   "playbooks",
   "using",
   "sans",
   "picerl-based",
   "python"
  ]
 },
 {
  "name": "implementing-ot-network-traffic-analysis-with-nozomi",
  "description": "Deploy Nozomi Networks Guardian sensors for passive OT network traffic analysis, providing asset visibility, behavioral anomaly detection, protocol-aware monitoring, and vulnerability assessment across industrial control systems without disrupting operations. Use when deploying OT/ICS network monitoring, configuring Guardian sensors, or building real-time threat detection for SCADA and industrial environments.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-ot-network-traffic-analysis-with-nozomi/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-ot-network-traffic-analysis-with-nozomi/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying OT/ICS network monitoring, configuring Guardian sensors.",
  "example_prompts": [
   "Help me with deploying OT/ICS network monitoring, configuring Guardian sensors",
   "Walk me through implementing ot network traffic analysis with nozomi step by step",
   "What's the best way to approach implementing ot network traffic analysis with nozomi for my project?"
  ],
  "keywords": [
   "implementing-ot-network-traffic-analysis-with-nozomi",
   "deploy",
   "nozomi",
   "networks",
   "guardian",
   "sensors",
   "passive",
   "network",
   "traffic",
   "analysis"
  ]
 },
 {
  "name": "implementing-pam-for-database-access",
  "description": "Deploy privileged access management for database systems including Oracle, SQL Server, PostgreSQL, and MySQL, covering session proxy configuration, credential vaulting, query auditing, dynamic credential generation, and least-privilege database roles. Use when securing DBA access, implementing database PAM controls, or auditing privileged database sessions.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-pam-for-database-access/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-pam-for-database-access/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're securing DBA access, implementing database PAM controls, or auditing privileged database sessions.",
  "example_prompts": [
   "Help me with securing DBA access, implementing database PAM controls, or auditing privileged database",
   "Walk me through implementing pam for database access step by step",
   "What's the best way to approach implementing pam for database access for my project?"
  ],
  "keywords": [
   "implementing-pam-for-database-access",
   "deploy",
   "privileged",
   "access",
   "management",
   "database",
   "systems",
   "including",
   "oracle",
   "sql"
  ]
 },
 {
  "name": "implementing-passwordless-auth-with-microsoft-entra",
  "description": "Implements passwordless authentication using Microsoft Entra ID with FIDO2 security keys, Windows Hello for Business, Microsoft Authenticator passkeys, and certificate-based authentication to eliminate password-based attacks. Use when deploying passwordless sign-in, configuring FIDO2 passkeys, enforcing phishing-resistant MFA, or setting Microsoft Entra authentication method policies.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-passwordless-auth-with-microsoft-entra/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-passwordless-auth-with-microsoft-entra/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying passwordless sign-in, configuring FIDO2 passkeys, enforcing phishing-resistant MFA.",
  "example_prompts": [
   "Help me with deploying passwordless sign-in, configuring FIDO2 passkeys, enforcing phishing-resistant MFA",
   "Walk me through implementing passwordless auth with microsoft entra step by step",
   "What's the best way to approach implementing passwordless auth with microsoft entra for my project?"
  ],
  "keywords": [
   "implementing-passwordless-auth-with-microsoft-entra",
   "implements",
   "passwordless",
   "authentication",
   "using",
   "microsoft",
   "entra",
   "fido2",
   "security",
   "keys"
  ]
 },
 {
  "name": "implementing-passwordless-authentication-with-fido2",
  "description": "Deploy FIDO2/WebAuthn passwordless authentication using security keys and platform authenticators, covering WebAuthn API integration, FIDO2 server configuration, passkey enrollment, biometric authentication, and migration from password-based systems aligned with NIST SP 800-63B AAL3. Use when implementing passkey login, configuring a FIDO2/WebAuthn server, or replacing passwords with phishing-resistant authentication.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-passwordless-authentication-with-fido2/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-passwordless-authentication-with-fido2/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're implementing passkey login, configuring a FIDO2/WebAuthn server, or replacing passwords with phishing-resistant authentication.",
  "example_prompts": [
   "Help me with implementing passkey login, configuring a FIDO2/WebAuthn server, or replacing passwords",
   "Walk me through implementing passwordless authentication with fido2 step by step",
   "What's the best way to approach implementing passwordless authentication with fido2 for my project?"
  ],
  "keywords": [
   "implementing-passwordless-authentication-with-fido2",
   "deploy",
   "fido2",
   "webauthn",
   "passwordless",
   "authentication",
   "using",
   "security",
   "keys",
   "platform"
  ]
 },
 {
  "name": "implementing-patch-management-for-ot-systems",
  "description": "Implements a structured patch management program for OT/ICS environments where IT-style patching can cause process disruption or safety hazards, covering vendor compatibility testing, risk-based prioritization, staged test deployment, maintenance window coordination, rollback procedures, and compensating controls. Use when planning or auditing patching for SCADA, PLCs, or other industrial control systems.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-patch-management-for-ot-systems/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-patch-management-for-ot-systems/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're planning or auditing patching for SCADA, PLCs, or other industrial control systems.",
  "example_prompts": [
   "Help me with planning or auditing patching for SCADA, PLCs, or other industrial control",
   "Walk me through implementing patch management for ot systems step by step",
   "What's the best way to approach implementing patch management for ot systems for my project?"
  ],
  "keywords": [
   "implementing-patch-management-for-ot-systems",
   "implements",
   "structured",
   "patch",
   "management",
   "program",
   "ics",
   "environments",
   "where",
   "it-style"
  ]
 },
 {
  "name": "implementing-patch-management-workflow",
  "description": "Patch management is the systematic process of identifying, testing, deploying, and verifying software updates to remediate vulnerabilities across an organization's IT infrastructure. An effective patc",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-patch-management-workflow/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-patch-management-workflow/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for patch management is the systematic process of identifying, testing, deploying.",
  "example_prompts": [
   "Can you help me patch management is the systematic process of identifying, testing, deploying?",
   "Walk me through implementing patch management workflow step by step",
   "What's the best way to approach implementing patch management workflow for my project?"
  ],
  "keywords": [
   "implementing-patch-management-workflow",
   "patch",
   "management",
   "systematic",
   "process",
   "identifying",
   "testing",
   "deploying",
   "verifying",
   "software"
  ]
 },
 {
  "name": "implementing-pci-dss-compliance-controls",
  "description": "Implements PCI DSS 4.0.1's 12 requirements across 6 control objectives for organizations that store, process, or transmit cardholder data, including the customized validation approach, enhanced authentication, and continuous monitoring controls introduced by the 51 requirements mandatory since March 2025. Use when scoping a cardholder data environment, building PCI DSS 4.0.1 compliance controls, or preparing for a PCI assessment.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-pci-dss-compliance-controls/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-pci-dss-compliance-controls/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're scoping a cardholder data environment, building PCI DSS 4.0.",
  "example_prompts": [
   "Help me with scoping a cardholder data environment, building PCI DSS 4.0",
   "Walk me through implementing pci dss compliance controls step by step",
   "What's the best way to approach implementing pci dss compliance controls for my project?"
  ],
  "keywords": [
   "implementing-pci-dss-compliance-controls",
   "implements",
   "pci",
   "dss",
   "requirements",
   "across",
   "control",
   "objectives",
   "organizations",
   "store"
  ]
 },
 {
  "name": "implementing-pod-security-admission-controller",
  "description": "Configures and operates the Kubernetes Pod Security Admission (PSA) controller that enforces Pod Security Standards: namespace enforce/audit/warn labels, cluster-wide defaults via AdmissionConfiguration, exemptions for usernames, runtime classes and namespaces, version pinning, and troubleshooting pods the controller rejected. Use when wiring PSA up on a cluster, setting cluster-wide default enforcement, exempting system namespaces, debugging why a pod was rejected or why enforcement is not firing, or reading PSA audit and warning output. Keywords: Pod Security Admission, PSA, admission controller, AdmissionConfiguration, pod-security.kubernetes.io labels, enforce audit warn, exemptions, kube-apiserver. Do not use for choosing which security profile a workload needs - use implementing-kubernetes-pod-security-standards.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-pod-security-admission-controller/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-pod-security-admission-controller/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're wiring PSA up on a cluster, setting cluster-wide default enforcement, exempting system namespaces.",
  "example_prompts": [
   "Help me with wiring PSA up on a cluster, setting cluster-wide default enforcement, exempting",
   "Walk me through implementing pod security admission controller step by step",
   "What's the best way to approach implementing pod security admission controller for my project?"
  ],
  "keywords": [
   "implementing-pod-security-admission-controller",
   "configures",
   "operates",
   "kubernetes",
   "pod",
   "security",
   "admission",
   "psa",
   "controller",
   "enforces"
  ]
 },
 {
  "name": "implementing-policy-as-code-with-open-policy-agent",
  "description": "Implements policy-as-code enforcement with Open Policy Agent (OPA) and Gatekeeper for Kubernetes and CI/CD pipelines, covering writing Rego policies, deploying OPA Gatekeeper as a Kubernetes admission controller, testing policies in development, and integrating policy evaluation into deployment pipelines. Use when writing Rego policies, deploying Gatekeeper admission control, or gating CI/CD pipelines with policy-as-code checks.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-policy-as-code-with-open-policy-agent/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-policy-as-code-with-open-policy-agent/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're writing Rego policies, deploying Gatekeeper admission control, or gating CI/CD pipelines with policy-as-code checks.",
  "example_prompts": [
   "Help me with writing Rego policies, deploying Gatekeeper admission control, or gating CI/CD pipelines",
   "Walk me through implementing policy as code with open policy agent step by step",
   "What's the best way to approach implementing policy as code with open policy agent for my project?"
  ],
  "keywords": [
   "implementing-policy-as-code-with-open-policy-agent",
   "implements",
   "policy-as-code",
   "enforcement",
   "open",
   "policy",
   "agent",
   "opa",
   "gatekeeper",
   "kubernetes"
  ]
 },
 {
  "name": "implementing-privileged-access-management-with-cyberark",
  "description": "Deploy CyberArk Privileged Access Management to discover, vault, rotate, and monitor privileged credentials across enterprise infrastructure, covering vault architecture, session isolation, credential rotation policies, and integration with NIST 800-53 access control requirements. Use when standing up CyberArk PAM, vaulting privileged credentials, or designing credential rotation policies.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-privileged-access-management-with-cyberark/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-privileged-access-management-with-cyberark/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're standing up CyberArk PAM, vaulting privileged credentials, or designing credential rotation policies.",
  "example_prompts": [
   "Help me with standing up CyberArk PAM, vaulting privileged credentials, or designing credential rotation",
   "Walk me through implementing privileged access management with cyberark step by step",
   "What's the best way to approach implementing privileged access management with cyberark for my project?"
  ],
  "keywords": [
   "implementing-privileged-access-management-with-cyberark",
   "deploy",
   "cyberark",
   "privileged",
   "access",
   "management",
   "discover",
   "vault",
   "rotate",
   "monitor"
  ]
 },
 {
  "name": "implementing-privileged-access-workstation",
  "description": "Design and implement Privileged Access Workstations (PAWs) using the tiered administration model, with device hardening, device compliance enforcement via Microsoft Intune or Group Policy, just-in-time (JIT) access provisioning, and integration with PAM platforms like CyberArk or BeyondTrust. Use when hardening admin endpoints, designing a tiered administration model, or securing privileged administrative operations.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-privileged-access-workstation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-privileged-access-workstation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hardening admin endpoints, designing a tiered administration model, or securing privileged administrative operations.",
  "example_prompts": [
   "Help me with hardening admin endpoints, designing a tiered administration model, or securing privileged",
   "Walk me through implementing privileged access workstation step by step",
   "What's the best way to approach implementing privileged access workstation for my project?"
  ],
  "keywords": [
   "implementing-privileged-access-workstation",
   "design",
   "implement",
   "privileged",
   "access",
   "workstations",
   "paws",
   "using",
   "tiered",
   "administration"
  ]
 },
 {
  "name": "implementing-privileged-session-monitoring",
  "description": "Implements privileged session monitoring and recording using PAM solutions, focusing on CyberArk Privileged Session Manager (PSM) and open-source alternatives, covering session recording configuration, keystroke logging, real-time monitoring, risk-based session analysis, and compliance audit trail generation. Use when configuring CyberArk PSM, recording administrator sessions, or building compliance audit trails for privileged access.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-privileged-session-monitoring/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-privileged-session-monitoring/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're configuring CyberArk PSM, recording administrator sessions, or building compliance audit trails for privileged access.",
  "example_prompts": [
   "Help me with configuring CyberArk PSM, recording administrator sessions, or building compliance audit trails",
   "Walk me through implementing privileged session monitoring step by step",
   "What's the best way to approach implementing privileged session monitoring for my project?"
  ],
  "keywords": [
   "implementing-privileged-session-monitoring",
   "implements",
   "privileged",
   "session",
   "monitoring",
   "recording",
   "using",
   "pam",
   "solutions",
   "focusing"
  ]
 },
 {
  "name": "implementing-proofpoint-email-security-gateway",
  "description": "Deploy and configure Proofpoint Email Protection as a secure email gateway to detect and block phishing, malware, BEC, and spam before messages reach user inboxes.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-proofpoint-email-security-gateway/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-proofpoint-email-security-gateway/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for deploy and configure Proofpoint Email Protection as a secure email gateway to detect and block phishing, malware, BEC.",
  "example_prompts": [
   "Can you help me deploy and configure Proofpoint Email Protection as a secure email gateway?",
   "Walk me through implementing proofpoint email security gateway step by step",
   "What's the best way to approach implementing proofpoint email security gateway for my project?"
  ],
  "keywords": [
   "implementing-proofpoint-email-security-gateway",
   "deploy",
   "configure",
   "proofpoint",
   "email",
   "protection",
   "secure",
   "gateway",
   "detect",
   "block"
  ]
 },
 {
  "name": "implementing-purdue-model-network-segmentation",
  "description": "Implement network segmentation based on the Purdue Enterprise Reference Architecture (PERA) model, separating ICS networks into hierarchical security zones from Level 0 physical process through Level 5 enterprise and enforcing strict traffic control through IEC 62443-aligned DMZs between OT and IT domains. Use when designing ICS/SCADA network zones or segmenting OT from IT networks.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-purdue-model-network-segmentation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-purdue-model-network-segmentation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're designing ICS/SCADA network zones or segmenting OT from IT networks.",
  "example_prompts": [
   "Help me with designing ICS/SCADA network zones or segmenting OT from IT networks",
   "Walk me through implementing purdue model network segmentation step by step",
   "What's the best way to approach implementing purdue model network segmentation for my project?"
  ],
  "keywords": [
   "implementing-purdue-model-network-segmentation",
   "implement",
   "network",
   "segmentation",
   "based",
   "purdue",
   "enterprise",
   "reference",
   "architecture",
   "pera"
  ]
 },
 {
  "name": "implementing-ransomware-backup-strategy",
  "description": "Designs a ransomware-resilient backup strategy using the 3-2-1-1-0 methodology (3 copies, 2 media types, 1 offsite, 1 immutable/air-gapped, 0 restore errors), configuring RPO/RTO-aligned schedules, isolating backup credentials, and automating restore testing. Use when planning ransomware backup resilience or air-gapped/immutable backup architecture.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-ransomware-backup-strategy/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-ransomware-backup-strategy/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're planning ransomware backup resilience or air-gapped/immutable backup architecture.",
  "example_prompts": [
   "Help me with planning ransomware backup resilience or air-gapped/immutable backup architecture",
   "Walk me through implementing ransomware backup strategy step by step",
   "What's the best way to approach implementing ransomware backup strategy for my project?"
  ],
  "keywords": [
   "implementing-ransomware-backup-strategy",
   "designs",
   "ransomware-resilient",
   "backup",
   "strategy",
   "using",
   "methodology",
   "copies",
   "media",
   "types"
  ]
 },
 {
  "name": "implementing-ransomware-kill-switch-detection",
  "description": "Analyzes ransomware kill switch mechanisms, including mutex-based execution guards, domain-based kill switches (e.g. WannaCry-style), and registry termination checks, then implements mutex vaccination and kill switch domain monitoring to stop ransomware before it runs. Use when analyzing a sample's execution guards or deploying vaccination/monitoring as a defensive control.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-ransomware-kill-switch-detection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-ransomware-kill-switch-detection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're analyzing a sample's execution guards or deploying vaccination/monitoring as a defensive control.",
  "example_prompts": [
   "Help me with analyzing a sample's execution guards or deploying vaccination/monitoring as a defensive",
   "Walk me through implementing ransomware kill switch detection step by step",
   "What's the best way to approach implementing ransomware kill switch detection for my project?"
  ],
  "keywords": [
   "implementing-ransomware-kill-switch-detection",
   "analyzes",
   "ransomware",
   "kill",
   "switch",
   "mechanisms",
   "including",
   "mutex-based",
   "execution",
   "guards"
  ]
 },
 {
  "name": "implementing-rapid7-insightvm-for-scanning",
  "description": "Deploy and configure Rapid7 InsightVM Security Console and Scan Engines, including scan templates, credentialed scanning, and Insight Agent integration, for authenticated and unauthenticated vulnerability scanning across enterprise environments. Use when standing up InsightVM infrastructure, configuring credentialed vulnerability scans, or integrating continuous asset assessment via the Insight Agent.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-rapid7-insightvm-for-scanning/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-rapid7-insightvm-for-scanning/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're standing up InsightVM infrastructure, configuring credentialed vulnerability scans.",
  "example_prompts": [
   "Help me with standing up InsightVM infrastructure, configuring credentialed vulnerability scans",
   "Walk me through implementing rapid7 insightvm for scanning step by step",
   "What's the best way to approach implementing rapid7 insightvm for scanning for my project?"
  ],
  "keywords": [
   "implementing-rapid7-insightvm-for-scanning",
   "deploy",
   "configure",
   "rapid7",
   "insightvm",
   "security",
   "console",
   "scan",
   "engines",
   "including"
  ]
 },
 {
  "name": "implementing-rbac-hardening-for-kubernetes",
  "description": "Hardens Kubernetes RBAC by designing least-privilege Roles and ClusterRoles, auditing RoleBindings, eliminating cluster-admin sprawl, separating service accounts, and integrating an external OIDC identity provider. Use when tightening cluster access control, removing excessive ClusterRoleBindings, or hardening service-account permissions against escalation and lateral movement. Keywords: RBAC, Role, ClusterRole, RoleBinding, least privilege, service account, OIDC, cluster-admin. Do not use for discovering existing escalation paths - use auditing-kubernetes-rbac-privilege-escalation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-rbac-hardening-for-kubernetes/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-rbac-hardening-for-kubernetes/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're tightening cluster access control, removing excessive ClusterRoleBindings.",
  "example_prompts": [
   "Help me with tightening cluster access control, removing excessive ClusterRoleBindings",
   "Walk me through implementing rbac hardening for kubernetes step by step",
   "What's the best way to approach implementing rbac hardening for kubernetes for my project?"
  ],
  "keywords": [
   "implementing-rbac-hardening-for-kubernetes",
   "hardens",
   "kubernetes",
   "rbac",
   "designing",
   "least-privilege",
   "roles",
   "clusterroles",
   "auditing",
   "rolebindings"
  ]
 },
 {
  "name": "implementing-rsa-key-pair-management",
  "description": "Generates, stores, rotates, and manages RSA key pairs following NIST SP 800-57 guidelines, covering serialization formats (PEM, DER, PKCS#8), passphrase protection, and key strength validation. Use when creating or rotating RSA keys for signatures, key exchange, or encryption, or when auditing existing keys for proper storage and NIST-compliant strength.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-rsa-key-pair-management/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-rsa-key-pair-management/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're creating or rotating RSA keys for signatures, key exchange, or encryption.",
  "example_prompts": [
   "Help me with creating or rotating RSA keys for signatures, key exchange, or encryption",
   "Walk me through implementing rsa key pair management step by step",
   "What's the best way to approach implementing rsa key pair management for my project?"
  ],
  "keywords": [
   "implementing-rsa-key-pair-management",
   "generates",
   "stores",
   "rotates",
   "manages",
   "rsa",
   "key",
   "pairs",
   "following",
   "nist"
  ]
 },
 {
  "name": "implementing-runtime-application-self-protection",
  "description": "Deploy Runtime Application Self-Protection (RASP) agents to detect and block attacks from within application runtime, covering OpenRASP integration, attack pattern detection, and security policy configuration for Java and Python web applications.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-runtime-application-self-protection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-runtime-application-self-protection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for deploy Runtime Application Self-Protection agents to detect and block attacks from within application runtime.",
  "example_prompts": [
   "Can you help me deploy Runtime Application Self-Protection agents to detect and block attacks from?",
   "Walk me through implementing runtime application self protection step by step",
   "What's the best way to approach implementing runtime application self protection for my project?"
  ],
  "keywords": [
   "implementing-runtime-application-self-protection",
   "deploy",
   "runtime",
   "application",
   "self-protection",
   "rasp",
   "agents",
   "detect",
   "block",
   "attacks"
  ]
 },
 {
  "name": "implementing-runtime-security-with-tetragon",
  "description": "Implements eBPF-based runtime observability and in-kernel enforcement in Kubernetes with Cilium Tetragon, monitoring process execution, file access, network connections, and syscalls, and blocking dangerous calls at the kernel level. Use when deploying Tetragon to detect or block syscalls such as ptrace, mount, and unshare, enforcing kernel-level policy, or adding low-overhead runtime detection to a cluster. Keywords: Tetragon, Cilium, eBPF, TracingPolicy, kprobe, enforcement, process lineage. Do not use for Falco-based detection - use detecting-container-runtime-threats-with-falco.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-runtime-security-with-tetragon/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-runtime-security-with-tetragon/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying Tetragon to detect or block syscalls such as ptrace, mount, and unshare, enforcing kernel-level policy.",
  "example_prompts": [
   "Help me with deploying Tetragon to detect or block syscalls such as ptrace, mount",
   "Walk me through implementing runtime security with tetragon step by step",
   "What's the best way to approach implementing runtime security with tetragon for my project?"
  ],
  "keywords": [
   "implementing-runtime-security-with-tetragon",
   "implements",
   "ebpf-based",
   "runtime",
   "observability",
   "in-kernel",
   "enforcement",
   "kubernetes",
   "cilium",
   "tetragon"
  ]
 },
 {
  "name": "implementing-saml-sso-with-okta",
  "description": "Implement SAML 2.0 Single Sign-On using Okta as the Identity Provider, covering SP-initiated and IdP-initiated flows, attribute mapping, certificate management, SHA-256 signature enforcement, and Single Logout. Use when configuring Okta SAML SSO for an application, hardening SAML certificate rotation and signing, or testing and troubleshooting SAML assertion flows with a tracer tool.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-saml-sso-with-okta/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-saml-sso-with-okta/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're configuring Okta SAML SSO for an application, hardening SAML certificate rotation and signing.",
  "example_prompts": [
   "Help me with configuring Okta SAML SSO for an application, hardening SAML certificate rotation",
   "Walk me through implementing saml sso with okta step by step",
   "What's the best way to approach implementing saml sso with okta for my project?"
  ],
  "keywords": [
   "implementing-saml-sso-with-okta",
   "implement",
   "saml",
   "single",
   "sign-on",
   "using",
   "okta",
   "identity",
   "provider",
   "covering"
  ]
 },
 {
  "name": "implementing-scim-provisioning-with-okta",
  "description": "Implement automated user lifecycle provisioning and deprovisioning using the SCIM 2.0 protocol with Okta as the identity provider. Use when automating account creation, attribute sync, or deactivation across downstream applications through Okta SCIM integration, or when troubleshooting SCIM provisioning failures.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-scim-provisioning-with-okta/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-scim-provisioning-with-okta/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're automating account creation, attribute sync, or deactivation across downstream applications through Okta SCIM integration.",
  "example_prompts": [
   "Help me with automating account creation, attribute sync, or deactivation across downstream applications through",
   "Walk me through implementing scim provisioning with okta step by step",
   "What's the best way to approach implementing scim provisioning with okta for my project?"
  ],
  "keywords": [
   "implementing-scim-provisioning-with-okta",
   "implement",
   "automated",
   "lifecycle",
   "provisioning",
   "deprovisioning",
   "using",
   "scim",
   "protocol",
   "okta"
  ]
 },
 {
  "name": "implementing-secret-scanning-with-gitleaks",
  "description": "This skill covers implementing Gitleaks for detecting and preventing hardcoded secrets in git repositories. It addresses configuring pre-commit hooks, CI/CD pipeline integration, custom rule authoring for organization-specific secrets, baseline management for existing repositories, and remediation workflows for exposed credentials.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-secret-scanning-with-gitleaks/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-secret-scanning-with-gitleaks/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to cover implementing Gitleaks for detecting and preventing hardcoded secrets in git repositories.",
  "example_prompts": [
   "Can you help me cover implementing Gitleaks for detecting and preventing hardcoded secrets in git?",
   "Walk me through implementing secret scanning with gitleaks step by step",
   "What's the best way to approach implementing secret scanning with gitleaks for my project?"
  ],
  "keywords": [
   "implementing-secret-scanning-with-gitleaks",
   "covers",
   "implementing",
   "gitleaks",
   "detecting",
   "preventing",
   "hardcoded",
   "secrets",
   "git",
   "repositories"
  ]
 },
 {
  "name": "implementing-secrets-management-with-vault",
  "description": "Deploy HashiCorp Vault for centralized secrets management, covering dynamic secret generation for databases and cloud providers, transit encryption, PKI certificate management, and Kubernetes integration. Use when eliminating hardcoded credentials from application code or CI/CD pipelines, migrating to short-lived auto-rotated secrets, or giving Kubernetes workloads secure access to database or cloud provider credentials.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-secrets-management-with-vault/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-secrets-management-with-vault/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're eliminating hardcoded credentials from application code or CI/CD pipelines, migrating to short-lived auto-rotated secrets.",
  "example_prompts": [
   "Help me with eliminating hardcoded credentials from application code or CI/CD pipelines, migrating",
   "Walk me through implementing secrets management with vault step by step",
   "What's the best way to approach implementing secrets management with vault for my project?"
  ],
  "keywords": [
   "implementing-secrets-management-with-vault",
   "deploy",
   "hashicorp",
   "vault",
   "centralized",
   "secrets",
   "management",
   "covering",
   "dynamic",
   "secret"
  ]
 },
 {
  "name": "implementing-secrets-scanning-in-ci-cd",
  "description": "Integrate gitleaks and trufflehog into CI/CD pipelines to detect leaked secrets before deployment",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-secrets-scanning-in-ci-cd/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-secrets-scanning-in-ci-cd/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to integrate gitleaks and trufflehog into CI/CD pipelines to detect leaked secrets before deployment.",
  "example_prompts": [
   "Can you help me integrate gitleaks and trufflehog into CI/CD pipelines to detect leaked secrets?",
   "Walk me through implementing secrets scanning in ci cd step by step",
   "What's the best way to approach implementing secrets scanning in ci cd for my project?"
  ],
  "keywords": [
   "implementing-secrets-scanning-in-ci-cd",
   "integrate",
   "gitleaks",
   "trufflehog",
   "into",
   "pipelines",
   "detect",
   "leaked",
   "secrets",
   "before"
  ]
 },
 {
  "name": "implementing-security-chaos-engineering",
  "description": "Implements security chaos engineering experiments that deliberately disable or degrade security controls to verify detection and response capabilities. Tests WAF bypass, firewall rule removal, log pipeline disruption, and EDR disablement scenarios using boto3 and subprocess. Use when validating SOC detection coverage and resilience.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-security-chaos-engineering/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-security-chaos-engineering/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're validating SOC detection coverage and resilience.",
  "example_prompts": [
   "Help me with validating SOC detection coverage and resilience",
   "Walk me through implementing security chaos engineering step by step",
   "What's the best way to approach implementing security chaos engineering for my project?"
  ],
  "keywords": [
   "implementing-security-chaos-engineering",
   "implements",
   "security",
   "chaos",
   "engineering",
   "experiments",
   "deliberately",
   "disable",
   "degrade",
   "controls"
  ]
 },
 {
  "name": "implementing-security-information-sharing-with-stix2",
  "description": "Create, validate, and share STIX 2.1 threat intelligence objects (indicators, malware, campaigns, relationships, bundles) using the stix2 Python library, and publish them over TAXII 2.1. Use when building or exchanging structured threat intelligence, modeling relationships between threat objects, or publishing/consuming a TAXII 2.1 feed.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-security-information-sharing-with-stix2/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-security-information-sharing-with-stix2/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building or exchanging structured threat intelligence, modeling relationships between threat objects.",
  "example_prompts": [
   "Help me with building or exchanging structured threat intelligence, modeling relationships between threat objects",
   "Walk me through implementing security information sharing with stix2 step by step",
   "What's the best way to approach implementing security information sharing with stix2 for my project?"
  ],
  "keywords": [
   "implementing-security-information-sharing-with-stix2",
   "create",
   "validate",
   "share",
   "stix",
   "threat",
   "intelligence",
   "objects",
   "indicators",
   "malware"
  ]
 },
 {
  "name": "implementing-security-monitoring-with-datadog",
  "description": "Implements security monitoring using Datadog Cloud SIEM, Cloud Security Management (CSM), and Workload Protection to detect threats, enforce compliance, and respond to security events across cloud and hybrid infrastructure. Covers Agent deployment, log source ingestion, detection rule creation, security dashboards, and automated notification workflows. Activates for requests involving Datadog security setup, Cloud SIEM configuration, CSM threat detection, or security monitoring dashboards.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-security-monitoring-with-datadog/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-security-monitoring-with-datadog/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to implement security monitoring using Datadog Cloud SIEM, Cloud Security Management , and Workload Protection to detect threats.",
  "example_prompts": [
   "Can you help me implement security monitoring using Datadog Cloud SIEM, Cloud Security Management?",
   "Walk me through implementing security monitoring with datadog step by step",
   "What's the best way to approach implementing security monitoring with datadog for my project?"
  ],
  "keywords": [
   "implementing-security-monitoring-with-datadog",
   "implements",
   "security",
   "monitoring",
   "using",
   "datadog",
   "cloud",
   "siem",
   "management",
   "csm"
  ]
 },
 {
  "name": "implementing-semgrep-for-custom-sast-rules",
  "description": "Write custom Semgrep SAST rules in YAML to detect application-specific vulnerabilities, enforce coding standards, and integrate into CI/CD pipelines.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-semgrep-for-custom-sast-rules/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-semgrep-for-custom-sast-rules/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to write custom Semgrep SAST rules in YAML to detect application-specific vulnerabilities, enforce coding standards.",
  "example_prompts": [
   "Can you help me write custom Semgrep SAST rules in YAML to detect application-specific vulnerabilities?",
   "Walk me through implementing semgrep for custom sast rules step by step",
   "What's the best way to approach implementing semgrep for custom sast rules for my project?"
  ],
  "keywords": [
   "implementing-semgrep-for-custom-sast-rules",
   "write",
   "custom",
   "semgrep",
   "sast",
   "rules",
   "yaml",
   "detect",
   "application-specific",
   "vulnerabilities"
  ]
 },
 {
  "name": "implementing-siem-correlation-rules-for-apt",
  "description": "Write multi-event correlation rules in Splunk SPL and Sigma format that detect APT lateral movement by chaining Windows authentication events (4624, 4648), process execution (4688, Sysmon Event 1), and network connections (Sysmon Event 3) across hosts within sliding time windows. Use when building SIEM correlation searches to surface multi-stage attack sequences that single-event detections miss, such as pass-the-hash or lateral movement chains.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-siem-correlation-rules-for-apt/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-siem-correlation-rules-for-apt/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building SIEM correlation searches to surface multi-stage attack sequences that single-event detections miss.",
  "example_prompts": [
   "Help me with building SIEM correlation searches to surface multi-stage attack sequences that single-event",
   "Walk me through implementing siem correlation rules for apt step by step",
   "What's the best way to approach implementing siem correlation rules for apt for my project?"
  ],
  "keywords": [
   "implementing-siem-correlation-rules-for-apt",
   "write",
   "multi-event",
   "correlation",
   "rules",
   "splunk",
   "spl",
   "sigma",
   "format",
   "detect"
  ]
 },
 {
  "name": "implementing-siem-use-case-tuning",
  "description": "Tune SIEM detection rules in Splunk and Elastic to reduce false positives by analyzing alert volumes, creating context-aware exclusion lists, adjusting thresholds against environmental baselines, and measuring precision/recall efficacy metrics. Use when a SOC is drowning in noisy alerts and needs to tune correlation searches or detection rules, or when measuring and reporting alert-to-incident conversion rates.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-siem-use-case-tuning/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-siem-use-case-tuning/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a SOC is drowning in noisy alerts and needs to tune correlation searches or detection rules.",
  "example_prompts": [
   "I need help with a SOC is drowning in noisy alerts and needs to tune",
   "Walk me through implementing siem use case tuning step by step",
   "What's the best way to approach implementing siem use case tuning for my project?"
  ],
  "keywords": [
   "implementing-siem-use-case-tuning",
   "tune",
   "siem",
   "detection",
   "rules",
   "splunk",
   "elastic",
   "reduce",
   "false",
   "positives"
  ]
 },
 {
  "name": "implementing-siem-use-cases-for-detection",
  "description": "Implements SIEM detection use cases by designing correlation rules, threshold alerts, and behavioral analytics mapped to MITRE ATT&CK techniques across Splunk, Elastic, and Sentinel. Use when SOC teams need to expand detection coverage, formalize use case lifecycle management, or build a detection library aligned to organizational threat profile.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-siem-use-cases-for-detection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-siem-use-cases-for-detection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1OC teams need to expand detection coverage, formalize use case lifecycle management.",
  "example_prompts": [
   "I need help with \\1OC teams need to expand detection coverage, formalize use case lifecycle",
   "Walk me through implementing siem use cases for detection step by step",
   "What's the best way to approach implementing siem use cases for detection for my project?"
  ],
  "keywords": [
   "implementing-siem-use-cases-for-detection",
   "implements",
   "siem",
   "detection",
   "cases",
   "designing",
   "correlation",
   "rules",
   "threshold",
   "alerts"
  ]
 },
 {
  "name": "implementing-sigstore-for-software-signing",
  "description": "Implements Sigstore-based software signing and verification using Cosign keyless signing, Rekor transparency log verification, and Fulcio certificate authority integration to establish cryptographic provenance for container images, binaries, and software artifacts, including OIDC-based identity binding and CI/CD pipeline integration. Use when setting up keyless container/artifact signing, verifying signatures against the Rekor transparency log, or deploying Sigstore in a supply-chain security workflow.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-sigstore-for-software-signing/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-sigstore-for-software-signing/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're setting up keyless container/artifact signing, verifying signatures against the Rekor transparency log.",
  "example_prompts": [
   "Help me with setting up keyless container/artifact signing, verifying signatures against the Rekor transparency",
   "Walk me through implementing sigstore for software signing step by step",
   "What's the best way to approach implementing sigstore for software signing for my project?"
  ],
  "keywords": [
   "implementing-sigstore-for-software-signing",
   "implements",
   "sigstore-based",
   "software",
   "signing",
   "verification",
   "using",
   "cosign",
   "keyless",
   "rekor"
  ]
 },
 {
  "name": "implementing-soar-automation-with-phantom",
  "description": "Implements Security Orchestration, Automation, and Response (SOAR) workflows using Splunk SOAR (formerly Phantom) to automate alert triage, IOC enrichment, containment actions, and incident response playbooks. Use when SOC teams need to reduce manual analyst work, standardize response procedures, or integrate multiple security tools into automated workflows.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-soar-automation-with-phantom/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-soar-automation-with-phantom/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1OC teams need to reduce manual analyst work, standardize response procedures.",
  "example_prompts": [
   "I need help with \\1OC teams need to reduce manual analyst work, standardize response procedures",
   "Walk me through implementing soar automation with phantom step by step",
   "What's the best way to approach implementing soar automation with phantom for my project?"
  ],
  "keywords": [
   "implementing-soar-automation-with-phantom",
   "implements",
   "security",
   "orchestration",
   "automation",
   "response",
   "soar",
   "workflows",
   "using",
   "splunk"
  ]
 },
 {
  "name": "implementing-soar-playbook-for-phishing",
  "description": "Automates phishing incident response by calling the Splunk SOAR (Phantom) REST API to create containers, attach artifacts (emails, URLs, attachments), and trigger response playbooks. Use when building or wiring up a Splunk SOAR phishing playbook, ingesting a suspected phishing report into SOAR, or automating containment and triage for phishing incidents.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-soar-playbook-for-phishing/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-soar-playbook-for-phishing/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to automate phishing incident response by calling the Splunk SOAR REST API to create containers, attach artifacts.",
  "example_prompts": [
   "Can you help me automate phishing incident response by calling the Splunk SOAR REST API?",
   "Walk me through implementing soar playbook for phishing step by step",
   "What's the best way to approach implementing soar playbook for phishing for my project?"
  ],
  "keywords": [
   "implementing-soar-playbook-for-phishing",
   "automates",
   "phishing",
   "incident",
   "response",
   "calling",
   "splunk",
   "soar",
   "phantom",
   "rest"
  ]
 },
 {
  "name": "implementing-soar-playbook-with-palo-alto-xsoar",
  "description": "Build automated incident response playbooks in Cortex XSOAR (Demisto) using its YAML playbook structure, integration commands, and task types to orchestrate phishing, malware, account-compromise, and DDoS response workflows across SOC tools. Use when authoring or wiring up an XSOAR playbook, adding custom XSOAR integration commands or Python automation scripts, or reducing manual SOC response time via orchestration.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-soar-playbook-with-palo-alto-xsoar/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-soar-playbook-with-palo-alto-xsoar/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're authoring or wiring up an XSOAR playbook, adding custom XSOAR integration commands or Python automation scripts.",
  "example_prompts": [
   "Help me with authoring or wiring up an XSOAR playbook, adding custom XSOAR integration",
   "Walk me through implementing soar playbook with palo alto xsoar step by step",
   "What's the best way to approach implementing soar playbook with palo alto xsoar for my project?"
  ],
  "keywords": [
   "implementing-soar-playbook-with-palo-alto-xsoar",
   "build",
   "automated",
   "incident",
   "response",
   "playbooks",
   "cortex",
   "xsoar",
   "demisto",
   "using"
  ]
 },
 {
  "name": "implementing-stix-taxii-feed-integration",
  "description": "Implements a STIX 2.1/TAXII 2.1 threat-intelligence feed consumer and producer in Python, covering TAXII server discovery, collection polling, parsing STIX bundles with the stix2 library, and standing up a local TAXII server with Medallion. Use when integrating a STIX/TAXII CTI feed into a SIEM or TIP, writing a TAXII client to poll for new indicators, or setting up TAXII collections for indicator exchange.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-stix-taxii-feed-integration/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-stix-taxii-feed-integration/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're integrating a STIX/TAXII CTI feed into a SIEM or TIP, writing a TAXII client to poll for new indicators.",
  "example_prompts": [
   "Help me with integrating a STIX/TAXII CTI feed into a SIEM or TIP, writing",
   "Walk me through implementing stix taxii feed integration step by step",
   "What's the best way to approach implementing stix taxii feed integration for my project?"
  ],
  "keywords": [
   "implementing-stix-taxii-feed-integration",
   "implements",
   "stix",
   "taxii",
   "threat-intelligence",
   "feed",
   "consumer",
   "producer",
   "python",
   "covering"
  ]
 },
 {
  "name": "implementing-supply-chain-security-with-in-toto",
  "description": "Implements supply chain integrity verification for container builds with the in-toto framework: generating signing keys, defining a supply chain layout, recording pipeline steps as signed link metadata, verifying before deployment, enforcing at Kubernetes admission, and integrating with SLSA. Use when attesting CI/CD pipeline steps, proving an image followed the approved build process, or enforcing provenance at admission. Keywords: in-toto, layout, link metadata, step, inspection, SLSA, provenance, admission. Do not use for signing and verifying images with Cosign - use implementing-image-provenance-verification-with-cosign.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-supply-chain-security-with-in-toto/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-supply-chain-security-with-in-toto/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're attesting CI/CD pipeline steps, proving an image followed the approved build process, or enforcing provenance at admission.",
  "example_prompts": [
   "Help me with attesting CI/CD pipeline steps, proving an image followed the approved build",
   "Walk me through implementing supply chain security with in toto step by step",
   "What's the best way to approach implementing supply chain security with in toto for my project?"
  ],
  "keywords": [
   "implementing-supply-chain-security-with-in-toto",
   "implements",
   "supply",
   "chain",
   "integrity",
   "verification",
   "container",
   "builds",
   "in-toto",
   "framework"
  ]
 },
 {
  "name": "implementing-syslog-centralization-with-rsyslog",
  "description": "Configure rsyslog for centralized log collection with TLS encryption, custom templates, and log rotation, generating server and client configuration files with GnuTLS stream drivers, x509 certificate authentication, per-host log segregation, and reliable queue settings. Use when building a centralized, encrypted syslog pipeline, hardening rsyslog client/server configs for high-availability log infrastructure, or troubleshooting TLS-based syslog forwarding.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-syslog-centralization-with-rsyslog/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-syslog-centralization-with-rsyslog/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building a centralized, encrypted syslog pipeline, hardening rsyslog client/server configs for high-availability log.",
  "example_prompts": [
   "Help me with building a centralized, encrypted syslog pipeline, hardening rsyslog client/server configs",
   "Walk me through implementing syslog centralization with rsyslog step by step",
   "What's the best way to approach implementing syslog centralization with rsyslog for my project?"
  ],
  "keywords": [
   "implementing-syslog-centralization-with-rsyslog",
   "configure",
   "rsyslog",
   "centralized",
   "log",
   "collection",
   "tls",
   "encryption",
   "custom",
   "templates"
  ]
 },
 {
  "name": "implementing-taxii-server-with-opentaxii",
  "description": "Deploy and configure a TAXII 2.1 server (Medallion) with Docker, publish and consume STIX 2.1 bundles across collections, and integrate the feed with SIEM/SOAR platforms for automated indicator exchange between organizations. Use when standing up a TAXII server to share threat intel, configuring collections for CTI feeds, or automating STIX indicator ingestion into a SIEM/SOAR.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-taxii-server-with-opentaxii/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-taxii-server-with-opentaxii/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're standing up a TAXII server to share threat intel, configuring collections for CTI feeds.",
  "example_prompts": [
   "Help me with standing up a TAXII server to share threat intel, configuring collections",
   "Walk me through implementing taxii server with opentaxii step by step",
   "What's the best way to approach implementing taxii server with opentaxii for my project?"
  ],
  "keywords": [
   "implementing-taxii-server-with-opentaxii",
   "deploy",
   "configure",
   "taxii",
   "server",
   "medallion",
   "docker",
   "publish",
   "consume",
   "stix"
  ]
 },
 {
  "name": "implementing-threat-intelligence-lifecycle-management",
  "description": "Build out a full CTI program around the six-phase threat intelligence lifecycle (direction, collection, processing, analysis, dissemination, feedback), including defining intelligence requirements, building a collection pipeline, normalizing data, and tracking dissemination feedback. Use when standing up or maturing a threat intelligence program, defining intelligence requirements, or designing collection-to-dissemination workflows for a CTI team.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-threat-intelligence-lifecycle-management/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-threat-intelligence-lifecycle-management/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're standing up or maturing a threat intelligence program, defining intelligence requirements.",
  "example_prompts": [
   "Help me with standing up or maturing a threat intelligence program, defining intelligence requirements",
   "Walk me through implementing threat intelligence lifecycle management step by step",
   "What's the best way to approach implementing threat intelligence lifecycle management for my project?"
  ],
  "keywords": [
   "implementing-threat-intelligence-lifecycle-management",
   "build",
   "out",
   "full",
   "cti",
   "program",
   "around",
   "six-phase",
   "threat",
   "intelligence"
  ]
 },
 {
  "name": "implementing-threat-modeling-with-mitre-attack",
  "description": "Implements threat modeling using the MITRE ATT&CK framework to map adversary TTPs against organizational assets, assess detection coverage gaps, and prioritize defensive investments. Use when SOC teams need to align detection engineering with threat landscape, conduct threat assessments for new environments, or justify security tool procurement.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-threat-modeling-with-mitre-attack/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-threat-modeling-with-mitre-attack/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1OC teams need to align detection engineering with threat landscape, conduct threat assessments for new environments.",
  "example_prompts": [
   "I need help with \\1OC teams need to align detection engineering with threat landscape, conduct",
   "Walk me through implementing threat modeling with mitre attack step by step",
   "What's the best way to approach implementing threat modeling with mitre attack for my project?"
  ],
  "keywords": [
   "implementing-threat-modeling-with-mitre-attack",
   "implements",
   "threat",
   "modeling",
   "using",
   "mitre",
   "att",
   "framework",
   "map",
   "adversary"
  ]
 },
 {
  "name": "implementing-ticketing-system-for-incidents",
  "description": "Implements an integrated incident ticketing system connecting SIEM alerts to ServiceNow, Jira, or TheHive for structured incident tracking, SLA management, escalation workflows, and compliance documentation. Use when SOC teams need formalized incident lifecycle management with automated ticket creation, assignment routing, and resolution tracking.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-ticketing-system-for-incidents/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-ticketing-system-for-incidents/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1OC teams need formalized incident lifecycle management with automated ticket creation, assignment routing, and resolution tracking.",
  "example_prompts": [
   "I need help with \\1OC teams need formalized incident lifecycle management with automated ticket creation",
   "Walk me through implementing ticketing system for incidents step by step",
   "What's the best way to approach implementing ticketing system for incidents for my project?"
  ],
  "keywords": [
   "implementing-ticketing-system-for-incidents",
   "implements",
   "integrated",
   "incident",
   "ticketing",
   "system",
   "connecting",
   "siem",
   "alerts",
   "servicenow"
  ]
 },
 {
  "name": "implementing-usb-device-control-policy",
  "description": "Implements USB device control policies to restrict unauthorized removable media access on endpoints, preventing data exfiltration and malware introduction via USB devices. Use when deploying device control via Group Policy, Intune, or EDR platforms to enforce USB restrictions. Activates for requests involving USB control, removable media policy, device control, or data loss prevention via USB.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-usb-device-control-policy/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-usb-device-control-policy/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying device control via Group Policy, Intune, or EDR platforms to enforce USB restrictions.",
  "example_prompts": [
   "Help me with deploying device control via Group Policy, Intune, or EDR platforms",
   "Walk me through implementing usb device control policy step by step",
   "What's the best way to approach implementing usb device control policy for my project?"
  ],
  "keywords": [
   "implementing-usb-device-control-policy",
   "implements",
   "usb",
   "device",
   "control",
   "policies",
   "restrict",
   "unauthorized",
   "removable",
   "media"
  ]
 },
 {
  "name": "implementing-velociraptor-for-ir-collection",
  "description": "Deploy and configure Velociraptor for scalable endpoint forensic artifact collection during incident response using VQL queries, hunts, and pre-built artifact packs across Windows, Linux, and macOS environments.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-velociraptor-for-ir-collection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-velociraptor-for-ir-collection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for deploy and configure Velociraptor for scalable endpoint forensic artifact collection during incident response using VQL queries, hunts.",
  "example_prompts": [
   "Can you help me deploy and configure Velociraptor for scalable endpoint forensic artifact collection during?",
   "Walk me through implementing velociraptor for ir collection step by step",
   "What's the best way to approach implementing velociraptor for ir collection for my project?"
  ],
  "keywords": [
   "implementing-velociraptor-for-ir-collection",
   "deploy",
   "configure",
   "velociraptor",
   "scalable",
   "endpoint",
   "forensic",
   "artifact",
   "collection",
   "during"
  ]
 },
 {
  "name": "implementing-vulnerability-management-with-greenbone",
  "description": "Deploy and operate Greenbone/OpenVAS vulnerability management using the python-gvm library over the Greenbone Management Protocol (GMP) to connect via Unix socket or TLS, create scan targets and configs, execute scans, and parse the XML scan reports into actionable findings. Use when automating OpenVAS/GVM scan creation and execution, or programmatically retrieving and parsing vulnerability scan reports.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-vulnerability-management-with-greenbone/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-vulnerability-management-with-greenbone/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're automating OpenVAS/GVM scan creation and execution, or programmatically retrieving and parsing vulnerability scan reports.",
  "example_prompts": [
   "Help me with automating OpenVAS/GVM scan creation and execution, or programmatically retrieving and parsing",
   "Walk me through implementing vulnerability management with greenbone step by step",
   "What's the best way to approach implementing vulnerability management with greenbone for my project?"
  ],
  "keywords": [
   "implementing-vulnerability-management-with-greenbone",
   "deploy",
   "operate",
   "greenbone",
   "openvas",
   "vulnerability",
   "management",
   "using",
   "python-gvm",
   "library"
  ]
 },
 {
  "name": "implementing-vulnerability-remediation-sla",
  "description": "Design a vulnerability remediation SLA program covering asset tiering, a severity-based SLA matrix, exception processes, escalation chains, ticketing-system integration, and remediation KPIs/trending metrics. Use when defining mandatory patching timeframes by severity and asset criticality, building an SLA policy document, or setting up escalation and KPI tracking for vulnerability remediation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-vulnerability-remediation-sla/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-vulnerability-remediation-sla/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're defining mandatory patching timeframes by severity and asset criticality, building an SLA policy document.",
  "example_prompts": [
   "Help me with defining mandatory patching timeframes by severity and asset criticality, building",
   "Walk me through implementing vulnerability remediation sla step by step",
   "What's the best way to approach implementing vulnerability remediation sla for my project?"
  ],
  "keywords": [
   "implementing-vulnerability-remediation-sla",
   "design",
   "vulnerability",
   "remediation",
   "sla",
   "program",
   "covering",
   "asset",
   "tiering",
   "severity-based"
  ]
 },
 {
  "name": "implementing-vulnerability-sla-breach-alerting",
  "description": "Build an automated SLA breach alerting system for vulnerability remediation, including a database schema for SLA tracking, breach detection logic, notification dispatch, a scheduled check runner, and a KPI/compliance metrics dashboard. Use when implementing severity-based SLA timelines (critical/high/medium/low), detecting and escalating SLA breaches, or building vulnerability remediation compliance reporting.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-vulnerability-sla-breach-alerting/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-vulnerability-sla-breach-alerting/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're implementing severity-based SLA timelines , detecting and escalating SLA breaches.",
  "example_prompts": [
   "Help me with implementing severity-based SLA timelines , detecting and escalating SLA breaches",
   "Walk me through implementing vulnerability sla breach alerting step by step",
   "What's the best way to approach implementing vulnerability sla breach alerting for my project?"
  ],
  "keywords": [
   "implementing-vulnerability-sla-breach-alerting",
   "build",
   "automated",
   "sla",
   "breach",
   "alerting",
   "system",
   "vulnerability",
   "remediation",
   "including"
  ]
 },
 {
  "name": "implementing-web-application-logging-with-modsecurity",
  "description": "Configure ModSecurity WAF with the OWASP Core Rule Set (CRS) for web application audit logging, tuning SecRuleEngine, SecAuditEngine, and CRS paranoia levels to reduce false positives, and writing custom SecRules for application-specific threats. Use when deploying or tuning a ModSecurity WAF, analyzing audit logs for attack detection, or reducing CRS false positives.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-web-application-logging-with-modsecurity/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-web-application-logging-with-modsecurity/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying or tuning a ModSecurity WAF, analyzing audit logs for attack detection, or reducing CRS false positives.",
  "example_prompts": [
   "Help me with deploying or tuning a ModSecurity WAF, analyzing audit logs for attack",
   "Walk me through implementing web application logging with modsecurity step by step",
   "What's the best way to approach implementing web application logging with modsecurity for my project?"
  ],
  "keywords": [
   "implementing-web-application-logging-with-modsecurity",
   "configure",
   "modsecurity",
   "waf",
   "owasp",
   "core",
   "rule",
   "set",
   "crs",
   "web"
  ]
 },
 {
  "name": "implementing-zero-knowledge-proof-for-authentication",
  "description": "Implements the Schnorr identification protocol and a simplified Zero-Knowledge Password Proof (ZKPP) over the discrete logarithm problem, letting a prover authenticate by demonstrating knowledge of a secret without ever revealing it to the server. Use when designing or building password-less or password-secret-free authentication, or when a server must verify a user's credential without learning or storing the underlying secret.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-zero-knowledge-proof-for-authentication/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-zero-knowledge-proof-for-authentication/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're designing or building password-less or password-secret-free authentication.",
  "example_prompts": [
   "Help me with designing or building password-less or password-secret-free authentication",
   "Walk me through implementing zero knowledge proof for authentication step by step",
   "What's the best way to approach implementing zero knowledge proof for authentication for my project?"
  ],
  "keywords": [
   "implementing-zero-knowledge-proof-for-authentication",
   "implements",
   "schnorr",
   "identification",
   "protocol",
   "simplified",
   "zero-knowledge",
   "password",
   "proof",
   "zkpp"
  ]
 },
 {
  "name": "implementing-zero-standing-privilege-with-cyberark",
  "description": "Deploy CyberArk Secure Cloud Access (SCA) to eliminate standing privileges in AWS, Azure, and GCP by provisioning ephemeral, scoped roles on a just-in-time basis governed by the TEA framework (Time, Entitlements, Approvals). Use when designing or implementing zero standing privilege / just-in-time privileged access models with CyberArk, or when replacing persistent cloud admin roles with time-bound, approval-gated sessions.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-zero-standing-privilege-with-cyberark/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-zero-standing-privilege-with-cyberark/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're designing or implementing zero standing privilege / just-in-time privileged access models with CyberArk.",
  "example_prompts": [
   "Help me with designing or implementing zero standing privilege / just-in-time privileged access models",
   "Walk me through implementing zero standing privilege with cyberark step by step",
   "What's the best way to approach implementing zero standing privilege with cyberark for my project?"
  ],
  "keywords": [
   "implementing-zero-standing-privilege-with-cyberark",
   "deploy",
   "cyberark",
   "secure",
   "cloud",
   "access",
   "sca",
   "eliminate",
   "standing",
   "privileges"
  ]
 },
 {
  "name": "implementing-zero-trust-dns-with-nextdns",
  "description": "Configure NextDNS as an encrypted (DoH/DoT) zero trust DNS resolver that blocks malicious, phishing, and cryptojacking domains via real-time threat intelligence, detects DNS rebinding and CNAME cloaking, and enforces organizational DNS policy across endpoints. Use when deploying DNS-layer threat blocking and acceptable-use enforcement, or when extending zero trust controls (including Windows 11 Zero Trust DNS) to the DNS resolution path.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-zero-trust-dns-with-nextdns/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-zero-trust-dns-with-nextdns/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying DNS-layer threat blocking and acceptable-use enforcement.",
  "example_prompts": [
   "Help me with deploying DNS-layer threat blocking and acceptable-use enforcement",
   "Walk me through implementing zero trust dns with nextdns step by step",
   "What's the best way to approach implementing zero trust dns with nextdns for my project?"
  ],
  "keywords": [
   "implementing-zero-trust-dns-with-nextdns",
   "configure",
   "nextdns",
   "encrypted",
   "doh",
   "dot",
   "zero",
   "trust",
   "dns",
   "resolver"
  ]
 },
 {
  "name": "implementing-zero-trust-for-saas-applications",
  "description": "Secures SaaS apps (Microsoft 365, Google Workspace, Salesforce, Slack) via CASB/SSPM deployment, conditional access policies, OAuth app governance, and session-level DLP controls enforcing identity verification and device compliance. Use when adding MFA/device-compliance conditional access, discovering shadow IT, governing OAuth consent grants, or applying session controls to sensitive SaaS data.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-zero-trust-for-saas-applications/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-zero-trust-for-saas-applications/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're adding MFA/device-compliance conditional access, discovering shadow IT, governing OAuth consent grants.",
  "example_prompts": [
   "Help me with adding MFA/device-compliance conditional access, discovering shadow IT, governing OAuth consent grants",
   "Walk me through implementing zero trust for saas applications step by step",
   "What's the best way to approach implementing zero trust for saas applications for my project?"
  ],
  "keywords": [
   "implementing-zero-trust-for-saas-applications",
   "secures",
   "saas",
   "apps",
   "microsoft",
   "google",
   "workspace",
   "salesforce",
   "slack",
   "via"
  ]
 },
 {
  "name": "implementing-zero-trust-in-cloud",
  "description": "Guides zero trust implementation across AWS, Azure, and GCP per NIST SP 800-207 and BeyondCorp principles, covering identity-centric access, micro-segmentation, continuous verification, device trust assessment, and Identity-Aware Proxy deployment. Use when migrating from perimeter security to identity-centric access, removing VPN dependency, or designing micro-segmentation for multi-cloud workloads.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-zero-trust-in-cloud/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-zero-trust-in-cloud/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're migrating from perimeter security to identity-centric access, removing VPN dependency.",
  "example_prompts": [
   "Help me with migrating from perimeter security to identity-centric access, removing VPN dependency",
   "Walk me through implementing zero trust in cloud step by step",
   "What's the best way to approach implementing zero trust in cloud for my project?"
  ],
  "keywords": [
   "implementing-zero-trust-in-cloud",
   "guides",
   "zero",
   "trust",
   "implementation",
   "across",
   "aws",
   "azure",
   "gcp",
   "per"
  ]
 },
 {
  "name": "implementing-zero-trust-network-access-with-zscaler",
  "description": "Configures Zero Trust Network Access using Zscaler Private Access (ZPA) to broker identity-based, context-aware connections between authenticated users and internal applications through the Zscaler Zero Trust Exchange, without placing users on the corporate network. Use when replacing traditional VPN architectures with ZTNA, or when brokering secure per-application access for remote and hybrid users via Zscaler.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-zero-trust-network-access-with-zscaler/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-zero-trust-network-access-with-zscaler/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're replacing traditional VPN architectures with ZTNA, or when brokering secure per-application access for remote and hybrid users via.",
  "example_prompts": [
   "Help me with replacing traditional VPN architectures with ZTNA, or when brokering secure per-application",
   "Walk me through implementing zero trust network access with zscaler step by step",
   "What's the best way to approach implementing zero trust network access with zscaler for my project?"
  ],
  "keywords": [
   "implementing-zero-trust-network-access-with-zscaler",
   "configures",
   "zero",
   "trust",
   "network",
   "access",
   "using",
   "zscaler",
   "private",
   "zpa"
  ]
 },
 {
  "name": "implementing-zero-trust-network-access",
  "description": "Configures Zero Trust Network Access (ZTNA) in AWS, Azure, and GCP using identity-aware proxies, micro-segmentation, and continuous verification with conditional access policies, replacing VPN-based access with BeyondCorp-style architectures. Use when replacing VPN remote access with identity-based controls, limiting lateral movement via micro-segmentation, or exposing cloud workloads to authenticated users without public internet exposure.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-zero-trust-network-access/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-zero-trust-network-access/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're replacing VPN remote access with identity-based controls, limiting lateral movement via micro-segmentation.",
  "example_prompts": [
   "Help me with replacing VPN remote access with identity-based controls, limiting lateral movement via",
   "Walk me through implementing zero trust network access step by step",
   "What's the best way to approach implementing zero trust network access for my project?"
  ],
  "keywords": [
   "implementing-zero-trust-network-access",
   "configures",
   "zero",
   "trust",
   "network",
   "access",
   "ztna",
   "aws",
   "azure",
   "gcp"
  ]
 },
 {
  "name": "implementing-zero-trust-with-beyondcorp",
  "description": "Configures Google BeyondCorp Enterprise Identity-Aware Proxy (IAP) as the access enforcement point for web applications, defining Access Context Manager access levels from device trust and network attributes, and auditing the resulting policies for compliance. Use when eliminating perimeter/VPN trust for GCP resources or internal apps, or when setting up identity- and device-posture-based access controls on Google Cloud.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-zero-trust-with-beyondcorp/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-zero-trust-with-beyondcorp/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're eliminating perimeter/VPN trust for GCP resources or internal apps.",
  "example_prompts": [
   "Help me with eliminating perimeter/VPN trust for GCP resources or internal apps",
   "Walk me through implementing zero trust with beyondcorp step by step",
   "What's the best way to approach implementing zero trust with beyondcorp for my project?"
  ],
  "keywords": [
   "implementing-zero-trust-with-beyondcorp",
   "configures",
   "google",
   "beyondcorp",
   "enterprise",
   "identity-aware",
   "proxy",
   "iap",
   "access",
   "enforcement"
  ]
 },
 {
  "name": "implementing-zero-trust-with-hashicorp-boundary",
  "description": "Installs and configures HashiCorp Boundary as a default-deny, identity-aware proxy for infrastructure access, including controller/worker setup, Vault-backed credential brokering, session recording, and OIDC/LDAP auth across an org/project scope hierarchy. Use when replacing VPN or direct network access with just-in-time, credential-less Boundary sessions, or standing up Boundary controllers and workers.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/implementing-zero-trust-with-hashicorp-boundary/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/implementing-zero-trust-with-hashicorp-boundary/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're replacing VPN or direct network access with just-in-time, credential-less Boundary sessions.",
  "example_prompts": [
   "Help me with replacing VPN or direct network access with just-in-time, credential-less Boundary sessions",
   "Walk me through implementing zero trust with hashicorp boundary step by step",
   "What's the best way to approach implementing zero trust with hashicorp boundary for my project?"
  ],
  "keywords": [
   "implementing-zero-trust-with-hashicorp-boundary",
   "installs",
   "configures",
   "hashicorp",
   "boundary",
   "default-deny",
   "identity-aware",
   "proxy",
   "infrastructure",
   "access"
  ]
 },
 {
  "name": "integrating-dast-with-owasp-zap-in-pipeline",
  "description": "Integrates OWASP ZAP (Zed Attack Proxy) into GitHub Actions and GitLab CI pipelines, covering baseline, full, and API scan configuration against running applications, ZAP finding interpretation, scan policy tuning, and DAST quality gates. Use when testing running web apps or REST/GraphQL APIs for XSS, SQLi, CSRF, and auth/authz flaws, or when SAST alone is insufficient and runtime DAST is required for compliance or release gating.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/integrating-dast-with-owasp-zap-in-pipeline/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/integrating-dast-with-owasp-zap-in-pipeline/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're testing running web apps or REST/GraphQL APIs for XSS, SQLi, CSRF, and auth/authz flaws.",
  "example_prompts": [
   "Help me with testing running web apps or REST/GraphQL APIs for XSS, SQLi, CSRF",
   "Walk me through integrating dast with owasp zap in pipeline step by step",
   "What's the best way to approach integrating dast with owasp zap in pipeline for my project?"
  ],
  "keywords": [
   "integrating-dast-with-owasp-zap-in-pipeline",
   "integrates",
   "owasp",
   "zap",
   "zed",
   "attack",
   "proxy",
   "into",
   "github",
   "actions"
  ]
 },
 {
  "name": "integrating-sast-into-github-actions-pipeline",
  "description": "Integrates CodeQL and Semgrep SAST scanning into GitHub Actions, covering scans on pull requests/pushes, rule tuning to cut false positives, SARIF upload to GitHub Advanced Security, and merge-blocking quality gates for high-severity findings. Use when adding automated code vulnerability detection to CI, enforcing consistent SAST org-wide, or producing SOC 2/PCI DSS/NIST SSDF compliance evidence.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/integrating-sast-into-github-actions-pipeline/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/integrating-sast-into-github-actions-pipeline/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're adding automated code vulnerability detection to CI, enforcing consistent SAST org-wide.",
  "example_prompts": [
   "Help me with adding automated code vulnerability detection to CI, enforcing consistent SAST org-wide",
   "Walk me through integrating sast into github actions pipeline step by step",
   "What's the best way to approach integrating sast into github actions pipeline for my project?"
  ],
  "keywords": [
   "integrating-sast-into-github-actions-pipeline",
   "integrates",
   "codeql",
   "semgrep",
   "sast",
   "scanning",
   "into",
   "github",
   "actions",
   "covering"
  ]
 },
 {
  "name": "intercepting-mobile-traffic-with-burpsuite",
  "description": "Intercepts and analyzes HTTP/HTTPS traffic from mobile applications using Burp Suite proxy to identify insecure API communications, authentication flaws, data leakage, and server-side vulnerabilities. Use when performing mobile application penetration testing, assessing API security, or evaluating client-server communication patterns. Activates for requests involving mobile traffic interception, Burp Suite mobile proxy, API security testing, or mobile HTTPS analysis.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/intercepting-mobile-traffic-with-burpsuite/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/intercepting-mobile-traffic-with-burpsuite/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're performing mobile application penetration testing, assessing API security, or evaluating client-server communication patterns.",
  "example_prompts": [
   "Help me with performing mobile application penetration testing, assessing API security, or evaluating client-server",
   "Walk me through intercepting mobile traffic with burpsuite step by step",
   "What's the best way to approach intercepting mobile traffic with burpsuite for my project?"
  ],
  "keywords": [
   "intercepting-mobile-traffic-with-burpsuite",
   "intercepts",
   "analyzes",
   "http",
   "https",
   "traffic",
   "mobile",
   "applications",
   "using",
   "burp"
  ]
 },
 {
  "name": "investigating-insider-threat-indicators",
  "description": "Investigates insider threat indicators including data exfiltration attempts, unauthorized access patterns, policy violations, and pre-departure behaviors using SIEM analytics, DLP alerts, and HR data correlation. Use when SOC teams receive insider threat referrals from HR, detect anomalous data movement by employees, or need to build investigation timelines for potential insider threats.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/investigating-insider-threat-indicators/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/investigating-insider-threat-indicators/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1OC teams receive insider threat referrals from HR, detect anomalous data movement by employees.",
  "example_prompts": [
   "I need help with \\1OC teams receive insider threat referrals from HR, detect anomalous data",
   "Walk me through investigating insider threat indicators step by step",
   "What's the best way to approach investigating insider threat indicators for my project?"
  ],
  "keywords": [
   "investigating-insider-threat-indicators",
   "investigates",
   "insider",
   "threat",
   "indicators",
   "including",
   "data",
   "exfiltration",
   "attempts",
   "unauthorized"
  ]
 },
 {
  "name": "investigating-phishing-email-incident",
  "description": "Investigates phishing email incidents from initial user report through header analysis, URL/attachment detonation, impacted user identification, and containment actions using SOC tools like Splunk, Microsoft Defender, and sandbox analysis platforms. Use when a reported phishing email requires full incident investigation to determine scope and impact.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/investigating-phishing-email-incident/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/investigating-phishing-email-incident/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when someone reported a phishing email and you need to investigate and contain it.",
  "example_prompts": [
   "I need help with a reported phishing email requires full incident investigation to determine scope",
   "Walk me through investigating phishing email incident step by step",
   "What's the best way to approach investigating phishing email incident for my project?"
  ],
  "keywords": [
   "investigating-phishing-email-incident",
   "investigates",
   "phishing",
   "email",
   "incidents",
   "initial",
   "report",
   "through",
   "header",
   "analysis"
  ],
  "tip_source": "hand-written"
 },
 {
  "name": "investigating-ransomware-attack-artifacts",
  "description": "Forensically preserve memory and disk, collect ransom notes and encrypted file samples, and identify the ransomware variant using tools such as ID Ransomware, Volatility, and Chainsaw/Hayabusa to determine the initial access vector and recovery options. Use immediately after discovering ransomware encryption, when scoping the incident forensically, or when documenting evidence for law enforcement and insurance claims.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/investigating-ransomware-attack-artifacts/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/investigating-ransomware-attack-artifacts/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for forensically preserve memory and disk, collect ransom notes and encrypted file samples.",
  "example_prompts": [
   "Can you help me forensically preserve memory and disk, collect ransom notes and encrypted file?",
   "Walk me through investigating ransomware attack artifacts step by step",
   "What's the best way to approach investigating ransomware attack artifacts for my project?"
  ],
  "keywords": [
   "investigating-ransomware-attack-artifacts",
   "forensically",
   "preserve",
   "memory",
   "disk",
   "collect",
   "ransom",
   "notes",
   "encrypted",
   "file"
  ]
 },
 {
  "name": "managing-cloud-identity-with-okta",
  "description": "Implement Okta as a centralized cloud identity provider: configure SSO with AWS, Azure, and GCP, deploy phishing-resistant MFA with Okta FastPass, automate user provisioning/deprovisioning, and enforce adaptive access policies on device posture and risk signals. Use when standing up Okta SSO, rolling out FastPass MFA, automating identity lifecycle, or building risk-based conditional access for cloud environments.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/managing-cloud-identity-with-okta/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/managing-cloud-identity-with-okta/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're standing up Okta SSO, rolling out FastPass MFA, automating identity lifecycle.",
  "example_prompts": [
   "Help me with standing up Okta SSO, rolling out FastPass MFA, automating identity lifecycle",
   "Walk me through managing cloud identity with okta step by step",
   "What's the best way to approach managing cloud identity with okta for my project?"
  ],
  "keywords": [
   "managing-cloud-identity-with-okta",
   "implement",
   "okta",
   "centralized",
   "cloud",
   "identity",
   "provider",
   "configure",
   "sso",
   "aws"
  ]
 },
 {
  "name": "managing-intelligence-lifecycle",
  "description": "Manages the end-to-end cyber threat intelligence lifecycle from planning and direction through collection, processing, analysis, dissemination, and feedback to ensure intelligence products meet stakeholder requirements and continuously improve. Use when establishing or maturing a CTI program, defining intelligence requirements with business stakeholders, or building feedback loops between intelligence consumers and producers. Activates for requests involving CTI program maturity, intelligence requirements, PIRs, or intelligence lifecycle management.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/managing-intelligence-lifecycle/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/managing-intelligence-lifecycle/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're establishing or maturing a CTI program, defining intelligence requirements with business stakeholders.",
  "example_prompts": [
   "Help me with establishing or maturing a CTI program, defining intelligence requirements with business",
   "Walk me through managing intelligence lifecycle step by step",
   "What's the best way to approach managing intelligence lifecycle for my project?"
  ],
  "keywords": [
   "managing-intelligence-lifecycle",
   "manages",
   "end-to-end",
   "cyber",
   "threat",
   "intelligence",
   "lifecycle",
   "planning",
   "direction",
   "through"
  ]
 },
 {
  "name": "managing-third-party-vendor-risk",
  "description": "Build and run a third-party/vendor risk management (TPRM) program aligned to NIST SP 800-161 C-SCRM: inventory and tier vendors, issue SIG/CAIQ questionnaires, review SOC 2/ISO 27001 evidence, set contractual right-to-audit clauses, monitor vendors continuously, and offboard securely. Use when assessing a new vendor, standing up a vendor-risk program, tiering a portfolio, reviewing a SOC 2/CAIQ, or writing security terms into a contract.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/managing-third-party-vendor-risk/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/managing-third-party-vendor-risk/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're assessing a new vendor, standing up a vendor-risk program, tiering a portfolio, reviewing a SOC 2/CAIQ.",
  "example_prompts": [
   "Help me with assessing a new vendor, standing up a vendor-risk program, tiering",
   "Walk me through managing third party vendor risk step by step",
   "What's the best way to approach managing third party vendor risk for my project?"
  ],
  "keywords": [
   "managing-third-party-vendor-risk",
   "build",
   "run",
   "third-party",
   "vendor",
   "risk",
   "management",
   "tprm",
   "program",
   "aligned"
  ]
 },
 {
  "name": "mapping-attack-paths-with-bloodhound-ce",
  "description": "Collect Active Directory data with SharpHound and Entra ID data with AzureHound, ingest into BloodHound Community Edition, and analyze on-prem, cloud, and hybrid attack paths using built-in queries and custom Cypher. Use during authorized red-team or penetration-test engagements to map privilege-escalation chains toward domain/tenant compromise.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/mapping-attack-paths-with-bloodhound-ce/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/mapping-attack-paths-with-bloodhound-ce/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to collect Active Directory data with SharpHound and Entra ID data with AzureHound, ingest into BloodHound Community Edition.",
  "example_prompts": [
   "Can you help me collect Active Directory data with SharpHound and Entra ID data?",
   "Walk me through mapping attack paths with bloodhound ce step by step",
   "What's the best way to approach mapping attack paths with bloodhound ce for my project?"
  ],
  "keywords": [
   "mapping-attack-paths-with-bloodhound-ce",
   "collect",
   "active",
   "directory",
   "data",
   "sharphound",
   "entra",
   "azurehound",
   "ingest",
   "into"
  ]
 },
 {
  "name": "mapping-mitre-attack-techniques",
  "description": "Maps observed adversary behaviors, security alerts, and detection rules to MITRE ATT&CK techniques and sub-techniques to quantify detection coverage and guide control prioritization. Use when building an ATT&CK-based coverage heatmap, tagging SIEM alerts with technique IDs, aligning security controls to adversary playbooks, or reporting threat exposure to executives. Activates for requests involving ATT&CK Navigator, Sigma rules, MITRE D3FEND, or coverage gap analysis.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/mapping-mitre-attack-techniques/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/mapping-mitre-attack-techniques/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building an ATT&CK-based coverage heatmap, tagging SIEM alerts with technique IDs.",
  "example_prompts": [
   "Help me with building an ATT&CK-based coverage heatmap, tagging SIEM alerts with technique IDs",
   "Walk me through mapping mitre attack techniques step by step",
   "What's the best way to approach mapping mitre attack techniques for my project?"
  ],
  "keywords": [
   "mapping-mitre-attack-techniques",
   "maps",
   "observed",
   "adversary",
   "behaviors",
   "security",
   "alerts",
   "detection",
   "rules",
   "mitre"
  ]
 },
 {
  "name": "migrating-to-post-quantum-cryptography",
  "description": "Build a cryptographic inventory/CBOM with OpenSSL 3.5+, deploy hybrid post-quantum key exchange (X25519MLKEM768) on TLS/VPN/SSH endpoints, generate ML-KEM/ML-DSA keys and PQC/hybrid certificates, and prioritize migration by harvest-now-decrypt-later (HNDL) exposure per NIST SP 1800-38. Use when inventorying enterprise cryptography for quantum-readiness, enabling hybrid PQC key exchange, or issuing and verifying PQC/hybrid certificates.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/migrating-to-post-quantum-cryptography/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/migrating-to-post-quantum-cryptography/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're inventorying enterprise cryptography for quantum-readiness, enabling hybrid PQC key exchange.",
  "example_prompts": [
   "Help me with inventorying enterprise cryptography for quantum-readiness, enabling hybrid PQC key exchange",
   "Walk me through migrating to post quantum cryptography step by step",
   "What's the best way to approach migrating to post quantum cryptography for my project?"
  ],
  "keywords": [
   "migrating-to-post-quantum-cryptography",
   "build",
   "cryptographic",
   "inventory",
   "cbom",
   "openssl",
   "deploy",
   "hybrid",
   "post-quantum",
   "key"
  ]
 },
 {
  "name": "modeling-threats-with-opencti",
  "description": "Deploy OpenCTI (Filigran) via Docker Compose and use the pycti Python client to model threat actors, intrusion sets, campaigns, and indicators as a STIX 2.1 knowledge graph with relationships (uses, attributed-to, targets). Use when building a centralized threat-intel knowledge base, correlating IOCs from multiple feeds into one adversary graph, or producing STIX bundles for detection engineering.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/modeling-threats-with-opencti/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/modeling-threats-with-opencti/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building a centralized threat-intel knowledge base, correlating IOCs from multiple feeds into one adversary graph.",
  "example_prompts": [
   "Help me with building a centralized threat-intel knowledge base, correlating IOCs from multiple feeds",
   "Walk me through modeling threats with opencti step by step",
   "What's the best way to approach modeling threats with opencti for my project?"
  ],
  "keywords": [
   "modeling-threats-with-opencti",
   "deploy",
   "opencti",
   "filigran",
   "via",
   "docker",
   "compose",
   "pycti",
   "python",
   "client"
  ]
 },
 {
  "name": "monitoring-darkweb-sources",
  "description": "Monitors dark web forums, marketplaces, paste sites, and ransomware leak sites for mentions of organizational assets, leaked credentials, threatened attacks, and threat actor communications to provide early warning intelligence. Use when establishing dark web monitoring coverage, investigating specific data breach claims, or enriching incident investigations with dark web context. Activates for requests involving dark web OSINT, leak site monitoring, credential exposure, Recorded Future dark web, or Tor hidden service intelligence.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/monitoring-darkweb-sources/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/monitoring-darkweb-sources/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're establishing dark web monitoring coverage, investigating specific data breach claims.",
  "example_prompts": [
   "Help me with establishing dark web monitoring coverage, investigating specific data breach claims",
   "Walk me through monitoring darkweb sources step by step",
   "What's the best way to approach monitoring darkweb sources for my project?"
  ],
  "keywords": [
   "monitoring-darkweb-sources",
   "monitors",
   "dark",
   "web",
   "forums",
   "marketplaces",
   "paste",
   "sites",
   "ransomware",
   "leak"
  ]
 },
 {
  "name": "monitoring-scada-modbus-traffic-anomalies",
  "description": "Monitors Modbus TCP traffic on SCADA and ICS networks to detect anomalous function code usage, unauthorized register writes, and suspicious communication patterns. The analyst uses deep packet inspection with pymodbus, Scapy, and Zeek to baseline normal PLC/RTU communication behavior, then applies statistical and rule-based anomaly detection to identify reconnaissance, parameter manipulation, and denial-of-service attacks targeting Modbus devices on port 502. Activates for requests involving Modbus traffic analysis, SCADA network monitoring, ICS anomaly detection, PLC security monitoring, or OT network threat detection.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/monitoring-scada-modbus-traffic-anomalies/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/monitoring-scada-modbus-traffic-anomalies/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to monitor Modbus TCP traffic on SCADA and ICS networks to detect anomalous function code usage, unauthorized register writes.",
  "example_prompts": [
   "Can you help me monitor Modbus TCP traffic on SCADA and ICS networks to detect?",
   "Walk me through monitoring scada modbus traffic anomalies step by step",
   "What's the best way to approach monitoring scada modbus traffic anomalies for my project?"
  ],
  "keywords": [
   "monitoring-scada-modbus-traffic-anomalies",
   "monitors",
   "modbus",
   "tcp",
   "traffic",
   "scada",
   "ics",
   "networks",
   "detect",
   "anomalous"
  ]
 },
 {
  "name": "moving-laterally-with-netexec",
  "description": "Use NetExec (nxc) to validate credentials, enumerate SMB shares/users/policy, password-spray safely across lockout thresholds, execute commands, and dump SAM/LSA/NTDS credentials across SMB, WinRM, LDAP, MSSQL, SSH, and other protocol modules. Use during authorized internal penetration tests to find lateral-movement paths after obtaining credentials or hashes, or to conduct controlled password spraying and post-exploitation on in-scope hosts.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/moving-laterally-with-netexec/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/moving-laterally-with-netexec/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to use NetExec to validate credentials, enumerate SMB shares/users/policy, password-spray safely across lockout thresholds.",
  "example_prompts": [
   "Can you help me use NetExec to validate credentials, enumerate SMB shares/users/policy, password-spray safely across?",
   "Walk me through moving laterally with netexec step by step",
   "What's the best way to approach moving laterally with netexec for my project?"
  ],
  "keywords": [
   "moving-laterally-with-netexec",
   "netexec",
   "nxc",
   "validate",
   "credentials",
   "enumerate",
   "smb",
   "shares",
   "users",
   "policy"
  ]
 },
 {
  "name": "operating-sliver-c2",
  "description": "Stand up a Sliver C2 server and mTLS listeners, generate cross-platform implants and beacons, and run post-exploitation, pivoting, and BOF/.NET tooling via the Armory for adversary emulation. Use during authorized, rules-of-engagement-bound red-team engagements that need a full open-source C2 lifecycle spanning server setup, implant generation, and post-exploitation tradecraft.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/operating-sliver-c2/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/operating-sliver-c2/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to stand up a Sliver C2 server and mTLS listeners, generate cross-platform implants and beacons, and run post-exploitation.",
  "example_prompts": [
   "Can you help me stand up a Sliver C2 server and mTLS listeners, generate cross-platform?",
   "Walk me through operating sliver c2 step by step",
   "What's the best way to approach operating sliver c2 for my project?"
  ],
  "keywords": [
   "operating-sliver-c2",
   "stand",
   "sliver",
   "server",
   "mtls",
   "listeners",
   "generate",
   "cross-platform",
   "implants",
   "beacons"
  ]
 },
 {
  "name": "operationalizing-misp-threat-feeds",
  "description": "Stand up MISP, enable and cache curated threat feeds (CIRCL, abuse.ch, Feodo Tracker), apply warninglists to suppress false positives, query indicators with PyMISP, and export attributes as auto-generated Suricata/Sigma/Wazuh detection rules. Use when maturing a MISP instance to actively drive detection, curating threat feeds with quality controls, or automating IOC-to-detection pipelines for the SIEM/IDS.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/operationalizing-misp-threat-feeds/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/operationalizing-misp-threat-feeds/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're maturing a MISP instance to actively drive detection, curating threat feeds with quality controls.",
  "example_prompts": [
   "Help me with maturing a MISP instance to actively drive detection, curating threat feeds",
   "Walk me through operationalizing misp threat feeds step by step",
   "What's the best way to approach operationalizing misp threat feeds for my project?"
  ],
  "keywords": [
   "operationalizing-misp-threat-feeds",
   "stand",
   "misp",
   "enable",
   "cache",
   "curated",
   "threat",
   "feeds",
   "circl",
   "abuse"
  ]
 },
 {
  "name": "orchestrating-llm-attacks-with-pyrit",
  "description": "Build automated multi-turn adversarial attacks against conversational LLM targets using Microsoft PyRIT's RedTeamingOrchestrator, CrescendoOrchestrator (gradual escalation), and TreeOfAttacksWithPruningOrchestrator (adaptive branching), with scorer feedback loops and persisted conversation memory. Use when single-shot LLM scanning is insufficient and you need multi-turn, scorer-driven AI red-team campaigns against a chatbot or agent.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/orchestrating-llm-attacks-with-pyrit/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/orchestrating-llm-attacks-with-pyrit/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to single-shot LLM scanning is insufficient and you need multi-turn, scorer-driven AI red-team campaigns against a chatbot.",
  "example_prompts": [
   "Can you help me single-shot LLM scanning is insufficient and you need multi-turn, scorer-driven AI?",
   "Walk me through orchestrating llm attacks with pyrit step by step",
   "What's the best way to approach orchestrating llm attacks with pyrit for my project?"
  ],
  "keywords": [
   "orchestrating-llm-attacks-with-pyrit",
   "build",
   "automated",
   "multi-turn",
   "adversarial",
   "attacks",
   "against",
   "conversational",
   "llm",
   "targets"
  ]
 },
 {
  "name": "parsing-artifacts-with-eric-zimmerman-tools",
  "description": "Parse Windows forensic artifacts—$MFT/$J (MFTECmd), Prefetch (PECmd), registry hives (RECmd), shellbags, and Amcache—into normalized CSV/JSON with Eric Zimmerman's EZ Tools, then load results into Timeline Explorer for analysis. Use during DFIR/incident-response investigations, after triage collection (e.g. with KAPE), to establish program execution, file/folder access, and persistence evidence from acquired forensic images.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/parsing-artifacts-with-eric-zimmerman-tools/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/parsing-artifacts-with-eric-zimmerman-tools/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to parse Windows forensic artifacts—$MFT/$J , Prefetch , registry hives , shellbags.",
  "example_prompts": [
   "Can you help me parse Windows forensic artifacts—$MFT/$J , Prefetch , registry hives , shellbags?",
   "Walk me through parsing artifacts with eric zimmerman tools step by step",
   "What's the best way to approach parsing artifacts with eric zimmerman tools for my project?"
  ],
  "keywords": [
   "parsing-artifacts-with-eric-zimmerman-tools",
   "parse",
   "windows",
   "forensic",
   "artifacts",
   "mft",
   "mftecmd",
   "prefetch",
   "pecmd",
   "registry"
  ]
 },
 {
  "name": "performing-access-recertification-with-saviynt",
  "description": "Configure and execute access recertification campaigns in Saviynt Enterprise Identity Cloud to validate user entitlements, revoke excessive access, and maintain compliance with SOX, SOC 2, and HIPAA. Use when launching or managing certification campaigns for users/entitlements, remediating access review findings, or documenting identity governance evidence for an audit.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-access-recertification-with-saviynt/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-access-recertification-with-saviynt/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're launching or managing certification campaigns for users/entitlements, remediating access review findings.",
  "example_prompts": [
   "Help me with launching or managing certification campaigns for users/entitlements, remediating access review findings",
   "Walk me through performing access recertification with saviynt step by step",
   "What's the best way to approach performing access recertification with saviynt for my project?"
  ],
  "keywords": [
   "performing-access-recertification-with-saviynt",
   "configure",
   "execute",
   "access",
   "recertification",
   "campaigns",
   "saviynt",
   "enterprise",
   "identity",
   "cloud"
  ]
 },
 {
  "name": "performing-access-review-and-certification",
  "description": "Designs and runs access review and certification campaigns-scoping, reviewer selection, risk-based prioritization, micro-certification, and remediation tracking-to verify user access matches job roles for SOX, HIPAA, and PCI DSS compliance. Use when planning or executing periodic access recertification or preparing evidence for an IAM compliance audit.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-access-review-and-certification/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-access-review-and-certification/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're planning or executing periodic access recertification or preparing evidence for an IAM compliance audit.",
  "example_prompts": [
   "Help me with planning or executing periodic access recertification or preparing evidence for",
   "Walk me through performing access review and certification step by step",
   "What's the best way to approach performing access review and certification for my project?"
  ],
  "keywords": [
   "performing-access-review-and-certification",
   "designs",
   "runs",
   "access",
   "review",
   "certification",
   "campaigns-scoping",
   "reviewer",
   "selection",
   "risk-based"
  ]
 },
 {
  "name": "performing-active-directory-bloodhound-analysis",
  "description": "Use BloodHound and SharpHound (or AzureHound) to enumerate Active Directory relationships and graph attack paths from a compromised user to Domain Admin. Use when performing AD red-team reconnaissance, mapping privilege-escalation chains from group memberships, ACLs, and trusts, or auditing AD for exploitable misconfigurations.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-active-directory-bloodhound-analysis/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-active-directory-bloodhound-analysis/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're performing AD red-team reconnaissance, mapping privilege-escalation chains from group memberships, ACLs, and trusts.",
  "example_prompts": [
   "Help me with performing AD red-team reconnaissance, mapping privilege-escalation chains from group memberships, ACLs",
   "Walk me through performing active directory bloodhound analysis step by step",
   "What's the best way to approach performing active directory bloodhound analysis for my project?"
  ],
  "keywords": [
   "performing-active-directory-bloodhound-analysis",
   "bloodhound",
   "sharphound",
   "azurehound",
   "enumerate",
   "active",
   "directory",
   "relationships",
   "graph",
   "attack"
  ]
 },
 {
  "name": "performing-active-directory-compromise-investigation",
  "description": "Investigate Active Directory compromise by analyzing authentication logs, replication metadata, Group Policy changes, and Kerberos ticket anomalies to identify attacker persistence and lateral movement paths.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-active-directory-compromise-investigation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-active-directory-compromise-investigation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to investigate Active Directory compromise by analyzing authentication logs, replication metadata, Group Policy changes.",
  "example_prompts": [
   "Can you help me investigate Active Directory compromise by analyzing authentication logs, replication metadata, Group?",
   "Walk me through performing active directory compromise investigation step by step",
   "What's the best way to approach performing active directory compromise investigation for my project?"
  ],
  "keywords": [
   "performing-active-directory-compromise-investigation",
   "investigate",
   "active",
   "directory",
   "compromise",
   "analyzing",
   "authentication",
   "logs",
   "replication",
   "metadata"
  ]
 },
 {
  "name": "performing-active-directory-forest-trust-attack",
  "description": "Enumerate and audit Active Directory forest trust relationships using Impacket for SID filtering analysis, trust key extraction, cross-forest SID history abuse detection, and inter-realm Kerberos ticket assessment. Use when red-teaming multi-forest AD environments or auditing forest trusts for cross-forest privilege escalation and trust ticket forgery exposure.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-active-directory-forest-trust-attack/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-active-directory-forest-trust-attack/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're red-teaming multi-forest AD environments or auditing forest trusts for cross-forest privilege escalation and trust ticket.",
  "example_prompts": [
   "Help me with red-teaming multi-forest AD environments or auditing forest trusts for cross-forest privilege",
   "Walk me through performing active directory forest trust attack step by step",
   "What's the best way to approach performing active directory forest trust attack for my project?"
  ],
  "keywords": [
   "performing-active-directory-forest-trust-attack",
   "enumerate",
   "audit",
   "active",
   "directory",
   "forest",
   "trust",
   "relationships",
   "using",
   "impacket"
  ]
 },
 {
  "name": "performing-active-directory-penetration-test",
  "description": "Conduct a focused Active Directory penetration test using BloodHound, Impacket, Certipy, Rubeus, and NetExec to enumerate domain objects, discover attack paths, exploit Kerberos weaknesses, escalate privileges via ADCS/DCSync, and demonstrate domain compromise. Use when running an authorized AD pentest from a standard domain user foothold toward Domain Admin or Enterprise Admin.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-active-directory-penetration-test/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-active-directory-penetration-test/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're running an authorized AD pentest from a standard domain user foothold toward Domain Admin or Enterprise Admin.",
  "example_prompts": [
   "Help me with running an authorized AD pentest from a standard domain user foothold",
   "Walk me through performing active directory penetration test step by step",
   "What's the best way to approach performing active directory penetration test for my project?"
  ],
  "keywords": [
   "performing-active-directory-penetration-test",
   "conduct",
   "focused",
   "active",
   "directory",
   "penetration",
   "test",
   "using",
   "bloodhound",
   "impacket"
  ]
 },
 {
  "name": "performing-active-directory-vulnerability-assessment",
  "description": "Assess Active Directory security posture using PingCastle, BloodHound, and Purple Knight to identify misconfigurations, privilege escalation paths, and attack vectors.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-active-directory-vulnerability-assessment/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-active-directory-vulnerability-assessment/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to asses Active Directory security posture using PingCastle, BloodHound, and Purple Knight to identify misconfigurations.",
  "example_prompts": [
   "Can you help me asses Active Directory security posture using PingCastle, BloodHound, and Purple Knight?",
   "Walk me through performing active directory vulnerability assessment step by step",
   "What's the best way to approach performing active directory vulnerability assessment for my project?"
  ],
  "keywords": [
   "performing-active-directory-vulnerability-assessment",
   "assess",
   "active",
   "directory",
   "security",
   "posture",
   "using",
   "pingcastle",
   "bloodhound",
   "purple"
  ]
 },
 {
  "name": "performing-adversary-in-the-middle-phishing-detection",
  "description": "Detect and respond to Adversary-in-the-Middle (AiTM) phishing attacks that use reverse proxy kits like EvilProxy, Evilginx, and Tycoon 2FA to bypass MFA and steal session tokens, correlating Azure AD/Entra sign-in logs, SIEM alerts, and EDR telemetry. Use when investigating suspected MFA-bypass phishing or session token theft, or building detection and response playbooks against reverse-proxy phishing kits.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-adversary-in-the-middle-phishing-detection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-adversary-in-the-middle-phishing-detection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating suspected MFA-bypass phishing or session token theft.",
  "example_prompts": [
   "Help me with investigating suspected MFA-bypass phishing or session token theft",
   "Walk me through performing adversary in the middle phishing detection step by step",
   "What's the best way to approach performing adversary in the middle phishing detection for my project?"
  ],
  "keywords": [
   "performing-adversary-in-the-middle-phishing-detection",
   "detect",
   "respond",
   "adversary-in-the-middle",
   "aitm",
   "phishing",
   "attacks",
   "reverse",
   "proxy",
   "kits"
  ]
 },
 {
  "name": "performing-agentless-vulnerability-scanning",
  "description": "Configure and execute agentless vulnerability scanning using network protocols, cloud snapshot analysis, and API-based discovery to assess systems without installing endpoint agents.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-agentless-vulnerability-scanning/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-agentless-vulnerability-scanning/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to configure and execute agentless vulnerability scanning using network protocols, cloud snapshot analysis.",
  "example_prompts": [
   "Can you help me configure and execute agentless vulnerability scanning using network protocols, cloud snapshot?",
   "Walk me through performing agentless vulnerability scanning step by step",
   "What's the best way to approach performing agentless vulnerability scanning for my project?"
  ],
  "keywords": [
   "performing-agentless-vulnerability-scanning",
   "configure",
   "execute",
   "agentless",
   "vulnerability",
   "scanning",
   "using",
   "network",
   "protocols",
   "cloud"
  ]
 },
 {
  "name": "performing-ai-driven-osint-correlation",
  "description": "Use AI/LLM-based reasoning with Sherlock, theHarvester, and SpiderFoot to correlate OSINT findings—usernames, emails, social profiles, domain records, breach databases, and dark-web mentions—into unified, confidence-scored intelligence profiles with link analysis. Use when raw OSINT data from multiple sources needs merging into one target profile or resolving identity linkage across platforms.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-ai-driven-osint-correlation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-ai-driven-osint-correlation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to raw OSINT data from multiple sources needs merging into one target profile or resolving identity linkage across platforms.",
  "example_prompts": [
   "Can you help me raw OSINT data from multiple sources needs merging into one target?",
   "Walk me through performing ai driven osint correlation step by step",
   "What's the best way to approach performing ai driven osint correlation for my project?"
  ],
  "keywords": [
   "performing-ai-driven-osint-correlation",
   "llm-based",
   "reasoning",
   "sherlock",
   "theharvester",
   "spiderfoot",
   "correlate",
   "osint",
   "findings",
   "usernames"
  ]
 },
 {
  "name": "performing-alert-triage-with-elastic-siem",
  "description": "Perform systematic alert triage in Elastic Security SIEM—classifying, prioritizing, and investigating alerts using Kibana, ES|QL queries, and ECS-normalized data—to drive SOC analyst workflows. Use when triaging incoming Elastic Security detections, prioritizing an analyst's alert queue, or investigating alerts during SOC operations.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-alert-triage-with-elastic-siem/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-alert-triage-with-elastic-siem/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're triaging incoming Elastic Security detections, prioritizing an analyst's alert queue, or investigating alerts during SOC operations.",
  "example_prompts": [
   "Help me with triaging incoming Elastic Security detections, prioritizing an analyst's alert queue",
   "Walk me through performing alert triage with elastic siem step by step",
   "What's the best way to approach performing alert triage with elastic siem for my project?"
  ],
  "keywords": [
   "performing-alert-triage-with-elastic-siem",
   "perform",
   "systematic",
   "alert",
   "triage",
   "elastic",
   "security",
   "siem",
   "classifying",
   "prioritizing"
  ]
 },
 {
  "name": "performing-android-app-static-analysis-with-mobsf",
  "description": "Performs automated static analysis of Android applications using Mobile Security Framework (MobSF) to identify hardcoded secrets, insecure permissions, vulnerable components, weak cryptography, and code-level security flaws without executing the application. Use when assessing Android APK/AAB files for security vulnerabilities before deployment, during penetration testing, or as part of CI/CD security gates. Activates for requests involving Android static analysis, MobSF scanning, APK security assessment, or mobile application code review.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-android-app-static-analysis-with-mobsf/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-android-app-static-analysis-with-mobsf/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're assessing Android APK/AAB files for security vulnerabilities before deployment, during penetration testing.",
  "example_prompts": [
   "Help me with assessing Android APK/AAB files for security vulnerabilities before deployment, during penetration",
   "Walk me through performing android app static analysis with mobsf step by step",
   "What's the best way to approach performing android app static analysis with mobsf for my project?"
  ],
  "keywords": [
   "performing-android-app-static-analysis-with-mobsf",
   "performs",
   "automated",
   "static",
   "analysis",
   "android",
   "applications",
   "using",
   "mobile",
   "security"
  ]
 },
 {
  "name": "performing-api-fuzzing-with-restler",
  "description": "Uses Microsoft RESTler to perform stateful REST API fuzzing: compiles an OpenAPI/Swagger spec into a RESTler grammar, configures authentication, and runs test/fuzz-lean/fuzz modes that generate request sequences exercising producer-consumer dependencies, then flags 500 errors, auth bypasses, resource leaks, and injection bugs. Use when fuzzing REST APIs for stateful bugs or running RESTler-based automated API security testing.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-api-fuzzing-with-restler/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-api-fuzzing-with-restler/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're fuzzing REST APIs for stateful bugs or running RESTler-based automated API security testing.",
  "example_prompts": [
   "Help me with fuzzing REST APIs for stateful bugs or running RESTler-based automated API",
   "Walk me through performing api fuzzing with restler step by step",
   "What's the best way to approach performing api fuzzing with restler for my project?"
  ],
  "keywords": [
   "performing-api-fuzzing-with-restler",
   "uses",
   "microsoft",
   "restler",
   "perform",
   "stateful",
   "rest",
   "api",
   "fuzzing",
   "compiles"
  ]
 },
 {
  "name": "performing-api-inventory-and-discovery",
  "description": "Performs API inventory and discovery to identify all API endpoints in an organization's environment including documented, undocumented, shadow, zombie, and deprecated APIs. The tester uses passive traffic analysis, active scanning, DNS enumeration, JavaScript analysis, and cloud resource inventory to build a comprehensive API catalog. Maps to OWASP API9:2023 Improper Inventory Management. Activates for requests involving API discovery, shadow API detection, API inventory audit, or attack surface mapping.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-api-inventory-and-discovery/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-api-inventory-and-discovery/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to perform API inventory and discovery to identify all API endpoints in an organization's environment including documented.",
  "example_prompts": [
   "Can you help me perform API inventory and discovery to identify all API endpoints in?",
   "Walk me through performing api inventory and discovery step by step",
   "What's the best way to approach performing api inventory and discovery for my project?"
  ],
  "keywords": [
   "performing-api-inventory-and-discovery",
   "performs",
   "api",
   "inventory",
   "discovery",
   "identify",
   "all",
   "endpoints",
   "organization",
   "environment"
  ]
 },
 {
  "name": "performing-api-rate-limiting-bypass",
  "description": "Tests API rate limiting for bypass vulnerabilities using Python (requests/aiohttp) and Burp Suite Turbo Intruder to manipulate headers (e.g. X-Forwarded-For spoofing), IPs, HTTP methods, API versions, and encodings, mapping findings to OWASP API4:2023 Unrestricted Resource Consumption. Use when assessing, under written authorization, whether rate limits can be bypassed to enable brute force or resource-exhaustion attacks.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-api-rate-limiting-bypass/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-api-rate-limiting-bypass/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're assessing, under written authorization, whether rate limits can be bypassed to enable brute force or resource-exhaustion attacks.",
  "example_prompts": [
   "Help me with assessing, under written authorization, whether rate limits can be bypassed",
   "Walk me through performing api rate limiting bypass step by step",
   "What's the best way to approach performing api rate limiting bypass for my project?"
  ],
  "keywords": [
   "performing-api-rate-limiting-bypass",
   "tests",
   "api",
   "rate",
   "limiting",
   "bypass",
   "vulnerabilities",
   "using",
   "python",
   "requests"
  ]
 },
 {
  "name": "performing-api-security-testing-with-postman",
  "description": "Uses Postman to build structured API security test collections covering the OWASP API Security Top 10—authentication bypass, authorization flaws, injection, and data exposure—with multi-role environments, automated test scripts, and OWASP ZAP/Newman integration for CI/CD. Use when building repeatable Postman-based API security regression tests or automating OWASP API Top 10 coverage in a pipeline.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-api-security-testing-with-postman/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-api-security-testing-with-postman/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building repeatable Postman-based API security regression tests or automating OWASP API Top 10 coverage in a pipeline.",
  "example_prompts": [
   "Help me with building repeatable Postman-based API security regression tests or automating OWASP API",
   "Walk me through performing api security testing with postman step by step",
   "What's the best way to approach performing api security testing with postman for my project?"
  ],
  "keywords": [
   "performing-api-security-testing-with-postman",
   "uses",
   "postman",
   "build",
   "structured",
   "api",
   "security",
   "test",
   "collections",
   "covering"
  ]
 },
 {
  "name": "performing-arp-spoofing-attack-simulation",
  "description": "Simulates ARP spoofing/cache-poisoning attacks in authorized lab or pentest environments using arpspoof, Ettercap, and Scapy to demonstrate man-in-the-middle risk and validate Dynamic ARP Inspection, port security, and network monitoring detections. Use when testing whether switches, IDS/IPS, or a SIEM detect ARP spoofing under written authorization; do not use on production networks without explicit approval.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-arp-spoofing-attack-simulation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-arp-spoofing-attack-simulation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're testing whether switches, IDS/IPS, or a SIEM detect ARP spoofing under written authorization.",
  "example_prompts": [
   "Help me with testing whether switches, IDS/IPS, or a SIEM detect ARP spoofing under",
   "Walk me through performing arp spoofing attack simulation step by step",
   "What's the best way to approach performing arp spoofing attack simulation for my project?"
  ],
  "keywords": [
   "performing-arp-spoofing-attack-simulation",
   "simulates",
   "arp",
   "spoofing",
   "cache-poisoning",
   "attacks",
   "authorized",
   "lab",
   "pentest",
   "environments"
  ]
 },
 {
  "name": "performing-asset-criticality-scoring-for-vulns",
  "description": "Build a multi-factor asset criticality scoring model—incorporating data sensitivity, business function dependency, regulatory scope, network exposure, and recoverability—to produce a 1-5 criticality tier that weights vulnerability prioritization and remediation SLAs. Use when prioritizing vulnerability remediation by business impact or aligning CMDB asset data with risk-based patching timelines.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-asset-criticality-scoring-for-vulns/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-asset-criticality-scoring-for-vulns/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're prioritizing vulnerability remediation by business impact or aligning CMDB asset data with risk-based patching timelines.",
  "example_prompts": [
   "Help me with prioritizing vulnerability remediation by business impact or aligning CMDB asset data",
   "Walk me through performing asset criticality scoring for vulns step by step",
   "What's the best way to approach performing asset criticality scoring for vulns for my project?"
  ],
  "keywords": [
   "performing-asset-criticality-scoring-for-vulns",
   "build",
   "multi-factor",
   "asset",
   "criticality",
   "scoring",
   "model",
   "incorporating",
   "data",
   "sensitivity"
  ]
 },
 {
  "name": "performing-authenticated-scan-with-openvas",
  "description": "Configure and execute authenticated (credentialed) vulnerability scans using OpenVAS/Greenbone Vulnerability Management (GVM) with SSH, SMB, or ESXi credentials to detect local vulnerabilities, missing patches, and misconfigurations on target hosts. Use when a host-level scan needs to log into systems for deep inspection, since authenticated scans typically surface 10-50x more findings than unauthenticated scans.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-authenticated-scan-with-openvas/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-authenticated-scan-with-openvas/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a host-level scan needs to log into systems for deep inspection.",
  "example_prompts": [
   "I need help with a host-level scan needs to log into systems for deep inspection",
   "Walk me through performing authenticated scan with openvas step by step",
   "What's the best way to approach performing authenticated scan with openvas for my project?"
  ],
  "keywords": [
   "performing-authenticated-scan-with-openvas",
   "configure",
   "execute",
   "authenticated",
   "credentialed",
   "vulnerability",
   "scans",
   "using",
   "openvas",
   "greenbone"
  ]
 },
 {
  "name": "performing-authenticated-vulnerability-scan",
  "description": "Plan and run authenticated (credentialed) vulnerability scans with scanners such as Nessus, Qualys, OpenVAS, or Rapid7 InsightVM, using SSH, SMB, WinRM, or SNMPv3 credentials to inspect installed software, patches, and configurations on Linux, Windows, and network devices. Use when a scan must catch vulnerabilities unauthenticated scanning misses, or when choosing and managing credential types for a credentialed scan.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-authenticated-vulnerability-scan/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-authenticated-vulnerability-scan/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a scan must catch vulnerabilities unauthenticated scanning misses, or when choosing and managing credential types for a credentialed scan.",
  "example_prompts": [
   "I need help with a scan must catch vulnerabilities unauthenticated scanning misses, or when choosing",
   "Walk me through performing authenticated vulnerability scan step by step",
   "What's the best way to approach performing authenticated vulnerability scan for my project?"
  ],
  "keywords": [
   "performing-authenticated-vulnerability-scan",
   "plan",
   "run",
   "authenticated",
   "credentialed",
   "vulnerability",
   "scans",
   "scanners",
   "such",
   "nessus"
  ]
 },
 {
  "name": "performing-automated-malware-analysis-with-cape",
  "description": "Deploy and operate the CAPEv2 malware sandbox (a Cuckoo derivative) to run samples in a monitored Windows guest VM, capturing behavioral signatures, dropped files, PCAP network traffic, and family-specific configuration extraction (e.g. Emotet, TrickBot, Cobalt Strike) via cape-parsers. Use when a suspicious file or payload needs automated dynamic analysis, anti-evasion debugger tricks, or config/payload extraction.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-automated-malware-analysis-with-cape/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-automated-malware-analysis-with-cape/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a suspicious file or payload needs automated dynamic analysis, anti-evasion debugger tricks, or config/payload extraction.",
  "example_prompts": [
   "I need help with a suspicious file or payload needs automated dynamic analysis, anti-evasion debugger",
   "Walk me through performing automated malware analysis with cape step by step",
   "What's the best way to approach performing automated malware analysis with cape for my project?"
  ],
  "keywords": [
   "performing-automated-malware-analysis-with-cape",
   "deploy",
   "operate",
   "capev2",
   "malware",
   "sandbox",
   "cuckoo",
   "derivative",
   "run",
   "samples"
  ]
 },
 {
  "name": "performing-aws-account-enumeration-with-scout-suite",
  "description": "Run the agentless, open-source ScoutSuite tool (via pip install and the `scout` CLI) against an AWS account to enumerate resources across services, identify misconfigurations, and generate an interactive HTML security report. Use when assessing an AWS account's overall security posture with read-only IAM credentials, such as during a cloud security audit or compliance review.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-aws-account-enumeration-with-scout-suite/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-aws-account-enumeration-with-scout-suite/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're assessing an AWS account's overall security posture with read-only IAM credentials, such as during a cloud security audit.",
  "example_prompts": [
   "Help me with assessing an AWS account's overall security posture with read-only IAM credentials",
   "Walk me through performing aws account enumeration with scout suite step by step",
   "What's the best way to approach performing aws account enumeration with scout suite for my project?"
  ],
  "keywords": [
   "performing-aws-account-enumeration-with-scout-suite",
   "run",
   "agentless",
   "open-source",
   "scoutsuite",
   "tool",
   "via",
   "pip",
   "install",
   "scout"
  ]
 },
 {
  "name": "performing-aws-privilege-escalation-assessment",
  "description": "Performing authorized privilege escalation assessments in AWS environments to identify IAM misconfigurations that allow users or roles to elevate their permissions using Pacu, CloudFox, Principal Mapper, and manual IAM policy analysis techniques.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-aws-privilege-escalation-assessment/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-aws-privilege-escalation-assessment/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for performing authorized privilege escalation assessments in AWS environments to identify IAM misconfigurations that allow users.",
  "example_prompts": [
   "Help me with performing authorized privilege escalation assessments in AWS environments to identify IAM",
   "Walk me through performing aws privilege escalation assessment step by step",
   "What's the best way to approach performing aws privilege escalation assessment for my project?"
  ],
  "keywords": [
   "performing-aws-privilege-escalation-assessment",
   "performing",
   "authorized",
   "privilege",
   "escalation",
   "assessments",
   "aws",
   "environments",
   "identify",
   "iam"
  ]
 },
 {
  "name": "performing-bandwidth-throttling-attack-simulation",
  "description": "Simulate bandwidth throttling and network degradation attacks using tc, iperf3, and Scapy in authorized lab environments to test QoS controls, application resilience, and monitoring detection of traffic manipulation. Use when validating how VoIP, video, or other real-time applications and network monitoring tools respond to degraded bandwidth or slowloris-style throttling attacks.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-bandwidth-throttling-attack-simulation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-bandwidth-throttling-attack-simulation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're validating how VoIP, video, or other real-time applications and network monitoring tools respond to degraded bandwidth.",
  "example_prompts": [
   "Help me with validating how VoIP, video, or other real-time applications and network monitoring",
   "Walk me through performing bandwidth throttling attack simulation step by step",
   "What's the best way to approach performing bandwidth throttling attack simulation for my project?"
  ],
  "keywords": [
   "performing-bandwidth-throttling-attack-simulation",
   "simulate",
   "bandwidth",
   "throttling",
   "network",
   "degradation",
   "attacks",
   "using",
   "iperf3",
   "scapy"
  ]
 },
 {
  "name": "performing-binary-exploitation-analysis",
  "description": "Analyze ELF binaries for memory-corruption vulnerabilities and build proof-of-concept exploits using pwntools, checksec, and ROPgadget for buffer overflows and ROP chains. Use when a penetration test or CTF challenge requires evaluating compiler mitigations (NX, ASLR, stack canaries, PIE, RELRO) or developing a working exploit to demonstrate impact.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-binary-exploitation-analysis/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-binary-exploitation-analysis/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a penetration test or CTF challenge requires evaluating compiler mitigations or developing a working exploit to demonstrate impact.",
  "example_prompts": [
   "I need help with a penetration test or CTF challenge requires evaluating compiler mitigations",
   "Walk me through performing binary exploitation analysis step by step",
   "What's the best way to approach performing binary exploitation analysis for my project?"
  ],
  "keywords": [
   "performing-binary-exploitation-analysis",
   "analyze",
   "elf",
   "binaries",
   "memory-corruption",
   "vulnerabilities",
   "build",
   "proof-of-concept",
   "exploits",
   "using"
  ]
 },
 {
  "name": "performing-blind-ssrf-exploitation",
  "description": "Detect and exploit blind Server-Side Request Forgery (SSRF) using out-of-band techniques such as Burp Collaborator DNS interactions and timing analysis, to reach internal services and cloud metadata endpoints even when server responses are not reflected. Use when testing URL/webhook parameters, PDF generators, image processors, or import/preview features where SSRF output cannot be observed directly.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-blind-ssrf-exploitation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-blind-ssrf-exploitation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're testing URL/webhook parameters, PDF generators, image processors.",
  "example_prompts": [
   "Help me with testing URL/webhook parameters, PDF generators, image processors",
   "Walk me through performing blind ssrf exploitation step by step",
   "What's the best way to approach performing blind ssrf exploitation for my project?"
  ],
  "keywords": [
   "performing-blind-ssrf-exploitation",
   "detect",
   "exploit",
   "blind",
   "server-side",
   "request",
   "forgery",
   "ssrf",
   "using",
   "out-of-band"
  ]
 },
 {
  "name": "performing-bluetooth-security-assessment",
  "description": "Assess Bluetooth Low Energy (BLE) device security using Python's bleak asyncio library to discover nearby devices, enumerate GATT services and characteristics, and flag unencrypted or unauthenticated read/write access to sensitive data. Use when auditing IoT, healthcare, fitness, or smart-home BLE devices for weak pairing configurations or known vulnerable device fingerprints.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-bluetooth-security-assessment/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-bluetooth-security-assessment/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're auditing IoT, healthcare, fitness, or smart-home BLE devices for weak pairing configurations.",
  "example_prompts": [
   "Help me with auditing IoT, healthcare, fitness, or smart-home BLE devices for weak pairing",
   "Walk me through performing bluetooth security assessment step by step",
   "What's the best way to approach performing bluetooth security assessment for my project?"
  ],
  "keywords": [
   "performing-bluetooth-security-assessment",
   "assess",
   "bluetooth",
   "low",
   "energy",
   "ble",
   "device",
   "security",
   "using",
   "python"
  ]
 },
 {
  "name": "performing-brand-monitoring-for-impersonation",
  "description": "Monitor for brand impersonation attacks across domains, social media, mobile apps, and dark web channels to detect phishing campaigns, fake sites, and unauthorized brand usage targeting your organization.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-brand-monitoring-for-impersonation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-brand-monitoring-for-impersonation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for monitor for brand impersonation attacks across domains, social media, mobile apps, and dark web channels to detect phishing campaigns.",
  "example_prompts": [
   "Can you help me monitor for brand impersonation attacks across domains, social media, mobile apps?",
   "Walk me through performing brand monitoring for impersonation step by step",
   "What's the best way to approach performing brand monitoring for impersonation for my project?"
  ],
  "keywords": [
   "performing-brand-monitoring-for-impersonation",
   "monitor",
   "brand",
   "impersonation",
   "attacks",
   "across",
   "domains",
   "social",
   "media",
   "mobile"
  ]
 },
 {
  "name": "performing-clickjacking-attack-test",
  "description": "Testing web applications for clickjacking vulnerabilities by assessing frame embedding controls and crafting proof-of-concept overlay attacks during authorized security assessments.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-clickjacking-attack-test/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-clickjacking-attack-test/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for testing web applications for clickjacking vulnerabilities by assessing frame embedding controls and crafting proof-of-concept overlay.",
  "example_prompts": [
   "Help me with testing web applications for clickjacking vulnerabilities by assessing frame embedding controls",
   "Walk me through performing clickjacking attack test step by step",
   "What's the best way to approach performing clickjacking attack test for my project?"
  ],
  "keywords": [
   "performing-clickjacking-attack-test",
   "testing",
   "web",
   "applications",
   "clickjacking",
   "vulnerabilities",
   "assessing",
   "frame",
   "embedding",
   "controls"
  ]
 },
 {
  "name": "performing-cloud-asset-inventory-with-cartography",
  "description": "Run Cartography to sync AWS, GCP, or Azure resources into a Neo4j graph database, mapping relationships such as IAM permission chains, network paths, and cross-account trust. Use when building a cloud asset inventory, querying the graph to identify attack paths, or generating security reports across multi-cloud infrastructure.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-cloud-asset-inventory-with-cartography/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-cloud-asset-inventory-with-cartography/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building a cloud asset inventory, querying the graph to identify attack paths.",
  "example_prompts": [
   "Help me with building a cloud asset inventory, querying the graph to identify attack",
   "Walk me through performing cloud asset inventory with cartography step by step",
   "What's the best way to approach performing cloud asset inventory with cartography for my project?"
  ],
  "keywords": [
   "performing-cloud-asset-inventory-with-cartography",
   "run",
   "cartography",
   "sync",
   "aws",
   "gcp",
   "azure",
   "resources",
   "into",
   "neo4j"
  ]
 },
 {
  "name": "performing-cloud-forensics-investigation",
  "description": "Collect and analyze cloud forensic evidence using AWS CLI, Azure CLI, or gcloud to snapshot volumes, capture instance metadata and security group configurations, and preserve cloud-native logs (CloudTrail, Activity Log, Audit Log). Use when investigating a suspected breach in AWS, Azure, or GCP, tracing unauthorized access through API logs, or analyzing a compromised VM, container, or serverless function.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-cloud-forensics-investigation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-cloud-forensics-investigation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating a suspected breach in AWS, Azure, or GCP, tracing unauthorized access through API logs.",
  "example_prompts": [
   "Help me with investigating a suspected breach in AWS, Azure, or GCP, tracing unauthorized",
   "Walk me through performing cloud forensics investigation step by step",
   "What's the best way to approach performing cloud forensics investigation for my project?"
  ],
  "keywords": [
   "performing-cloud-forensics-investigation",
   "collect",
   "analyze",
   "cloud",
   "forensic",
   "evidence",
   "using",
   "aws",
   "cli",
   "azure"
  ]
 },
 {
  "name": "performing-cloud-forensics-with-aws-cloudtrail",
  "description": "Investigate AWS account compromise by querying CloudTrail with boto3's LookupEvents or AWS Athena SQL over S3-delivered logs, filtering on suspicious user agents, source IPs, and event names to reconstruct an attacker timeline. Use when tracing unauthorized API calls, S3 data exfiltration, IAM privilege escalation, or credential exposure, and building a forensic report of findings and remediation steps.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-cloud-forensics-with-aws-cloudtrail/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-cloud-forensics-with-aws-cloudtrail/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're tracing unauthorized API calls, S3 data exfiltration, IAM privilege escalation, or credential exposure.",
  "example_prompts": [
   "Help me with tracing unauthorized API calls, S3 data exfiltration, IAM privilege escalation",
   "Walk me through performing cloud forensics with aws cloudtrail step by step",
   "What's the best way to approach performing cloud forensics with aws cloudtrail for my project?"
  ],
  "keywords": [
   "performing-cloud-forensics-with-aws-cloudtrail",
   "investigate",
   "aws",
   "account",
   "compromise",
   "querying",
   "cloudtrail",
   "boto3",
   "lookupevents",
   "athena"
  ]
 },
 {
  "name": "performing-cloud-incident-containment-procedures",
  "description": "Execute cloud-native incident containment across AWS, Azure, and GCP using platform CLIs to revoke or disable compromised IAM credentials, isolate resources with security groups and network ACLs, and preserve forensic evidence via snapshots. Use when responding to a cloud security incident that requires stopping lateral movement while keeping evidence intact for later investigation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-cloud-incident-containment-procedures/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-cloud-incident-containment-procedures/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're responding to a cloud security incident that requires stopping lateral movement while keeping evidence intact for later.",
  "example_prompts": [
   "Help me with responding to a cloud security incident that requires stopping lateral movement",
   "Walk me through performing cloud incident containment procedures step by step",
   "What's the best way to approach performing cloud incident containment procedures for my project?"
  ],
  "keywords": [
   "performing-cloud-incident-containment-procedures",
   "execute",
   "cloud-native",
   "incident",
   "containment",
   "across",
   "aws",
   "azure",
   "gcp",
   "using"
  ]
 },
 {
  "name": "performing-cloud-log-forensics-with-athena",
  "description": "Uses AWS Athena to query CloudTrail, VPC Flow Logs, S3 access logs, and ALB logs for forensic investigation. Covers CREATE TABLE DDL with partition projection, forensic SQL queries for detecting unauthorized access, data exfiltration, lateral movement, and privilege escalation. Use when investigating AWS security incidents or building cloud-native forensic workflows at scale.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-cloud-log-forensics-with-athena/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-cloud-log-forensics-with-athena/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating AWS security incidents or building cloud-native forensic workflows at scale.",
  "example_prompts": [
   "Help me with investigating AWS security incidents or building cloud-native forensic workflows at scale",
   "Walk me through performing cloud log forensics with athena step by step",
   "What's the best way to approach performing cloud log forensics with athena for my project?"
  ],
  "keywords": [
   "performing-cloud-log-forensics-with-athena",
   "uses",
   "aws",
   "athena",
   "query",
   "cloudtrail",
   "vpc",
   "flow",
   "logs",
   "access"
  ]
 },
 {
  "name": "performing-cloud-native-forensics-with-falco",
  "description": "Uses Falco YAML rules for runtime threat detection in containers and Kubernetes, monitoring syscalls for shell spawns, file tampering, network anomalies, and privilege escalation. Manages Falco rules via the Falco gRPC API and parses Falco alert output. Use when building container runtime security or investigating k8s cluster compromises.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-cloud-native-forensics-with-falco/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-cloud-native-forensics-with-falco/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building container runtime security or investigating k8s cluster compromises.",
  "example_prompts": [
   "Help me with building container runtime security or investigating k8s cluster compromises",
   "Walk me through performing cloud native forensics with falco step by step",
   "What's the best way to approach performing cloud native forensics with falco for my project?"
  ],
  "keywords": [
   "performing-cloud-native-forensics-with-falco",
   "uses",
   "falco",
   "yaml",
   "rules",
   "runtime",
   "threat",
   "detection",
   "containers",
   "kubernetes"
  ]
 },
 {
  "name": "performing-cloud-native-threat-hunting-with-aws-detective",
  "description": "Investigate AWS security incidents using Amazon Detective's behavior graphs, built from CloudTrail, VPC Flow Logs, GuardDuty, and EKS audit logs, to trace entity timelines and profile IAM users, roles, EC2 instances, and IP addresses for lateral movement. Use when triaging GuardDuty findings, investigating a suspected AWS compromise, or reconstructing an attacker's activity timeline across AWS accounts.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-cloud-native-threat-hunting-with-aws-detective/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-cloud-native-threat-hunting-with-aws-detective/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're triaging GuardDuty findings, investigating a suspected AWS compromise.",
  "example_prompts": [
   "Help me with triaging GuardDuty findings, investigating a suspected AWS compromise",
   "Walk me through performing cloud native threat hunting with aws detective step by step",
   "What's the best way to approach performing cloud native threat hunting with aws detective for my project?"
  ],
  "keywords": [
   "performing-cloud-native-threat-hunting-with-aws-detective",
   "investigate",
   "aws",
   "security",
   "incidents",
   "using",
   "amazon",
   "detective",
   "behavior",
   "graphs"
  ]
 },
 {
  "name": "performing-cloud-penetration-testing-with-pacu",
  "description": "Run authorized AWS penetration tests with Pacu, the open-source AWS exploitation framework, to enumerate IAM configuration, scan for privilege escalation paths, and test data access and lateral movement using compromised credentials. Use when conducting authorized red-team assessments of AWS environments, validating IAM policies and SCPs, or determining the blast radius of compromised AWS credentials.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-cloud-penetration-testing-with-pacu/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-cloud-penetration-testing-with-pacu/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're conducting authorized red-team assessments of AWS environments, validating IAM policies and SCPs.",
  "example_prompts": [
   "Help me with conducting authorized red-team assessments of AWS environments, validating IAM policies",
   "Walk me through performing cloud penetration testing with pacu step by step",
   "What's the best way to approach performing cloud penetration testing with pacu for my project?"
  ],
  "keywords": [
   "performing-cloud-penetration-testing-with-pacu",
   "run",
   "authorized",
   "aws",
   "penetration",
   "tests",
   "pacu",
   "open-source",
   "exploitation",
   "framework"
  ]
 },
 {
  "name": "performing-cloud-storage-forensic-acquisition",
  "description": "Perform forensic acquisition of cloud storage services including Google Drive, OneDrive, Dropbox, and Box by pulling API-based remote data such as revision history and audit logs, and collecting local sync-client artifacts including KAPE targets and OneDrive databases from endpoints. Use during incident response or e-discovery when evidence resides in cloud-synced storage and both cloud-side and endpoint-side artifacts must be preserved.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-cloud-storage-forensic-acquisition/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-cloud-storage-forensic-acquisition/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for perform forensic acquisition of cloud storage services including Google Drive, OneDrive, Dropbox.",
  "example_prompts": [
   "Can you help me perform forensic acquisition of cloud storage services including Google Drive, OneDrive?",
   "Walk me through performing cloud storage forensic acquisition step by step",
   "What's the best way to approach performing cloud storage forensic acquisition for my project?"
  ],
  "keywords": [
   "performing-cloud-storage-forensic-acquisition",
   "perform",
   "forensic",
   "acquisition",
   "cloud",
   "storage",
   "services",
   "including",
   "google",
   "drive"
  ]
 },
 {
  "name": "performing-container-escape-detection",
  "description": "Audits container and pod configuration for escape-enabling misconfiguration using the Kubernetes Python client - privileged flags, dangerous capability grants, host path mounts, shared namespaces, and CVE-2022-0492 style cgroup abuse. Use when sweeping a cluster for workloads that could break out, producing a posture report, or checking configuration before enforcement is switched on. Keywords: privileged, hostPath, hostPID, capabilities, CVE-2022-0492, cgroup, kubernetes python client, posture audit. Do not use for runtime syscall-based detection - use detecting-container-escape-attempts. '",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-container-escape-detection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-container-escape-detection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're sweeping a cluster for workloads that could break out, producing a posture report.",
  "example_prompts": [
   "Help me with sweeping a cluster for workloads that could break out, producing",
   "Walk me through performing container escape detection step by step",
   "What's the best way to approach performing container escape detection for my project?"
  ],
  "keywords": [
   "performing-container-escape-detection",
   "audits",
   "container",
   "pod",
   "configuration",
   "escape-enabling",
   "misconfiguration",
   "using",
   "kubernetes",
   "python"
  ]
 },
 {
  "name": "performing-container-image-hardening",
  "description": "Harden container images by minimizing attack surface, stripping unnecessary packages, implementing multi-stage builds, configuring non-root users, and applying CIS Docker Benchmark recommendations to produce secure, production-ready images. Use when building production container images, when compliance requires CIS Docker Benchmark adherence, or when shrinking image size to reduce vulnerability exposure from unused packages.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-container-image-hardening/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-container-image-hardening/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building production container images, when compliance requires CIS Docker Benchmark adherence.",
  "example_prompts": [
   "Help me with building production container images, when compliance requires CIS Docker Benchmark adherence",
   "Walk me through performing container image hardening step by step",
   "What's the best way to approach performing container image hardening for my project?"
  ],
  "keywords": [
   "performing-container-image-hardening",
   "harden",
   "container",
   "images",
   "minimizing",
   "attack",
   "surface",
   "stripping",
   "unnecessary",
   "packages"
  ]
 },
 {
  "name": "performing-container-security-scanning-with-trivy",
  "description": "Runs Trivy across every target type it supports - container images, filesystems, Git repositories, and Kubernetes clusters - for OS and dependency vulnerabilities, IaC misconfiguration, exposed secrets, and licences, generating CycloneDX or SPDX SBOMs. Use when integrating Trivy into CI/CD, deploying the Trivy Kubernetes operator, scanning non-image targets, or triaging results at scale. Keywords: Trivy, trivy k8s, operator, SBOM, CycloneDX, SPDX, misconfig, secret scanning. Do not use for a single Docker image scan - use scanning-docker-images-with-trivy.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-container-security-scanning-with-trivy/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-container-security-scanning-with-trivy/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're integrating Trivy into CI/CD, deploying the Trivy Kubernetes operator, scanning non-image targets, or triaging results at scale.",
  "example_prompts": [
   "Help me with integrating Trivy into CI/CD, deploying the Trivy Kubernetes operator, scanning non-image",
   "Walk me through performing container security scanning with trivy step by step",
   "What's the best way to approach performing container security scanning with trivy for my project?"
  ],
  "keywords": [
   "performing-container-security-scanning-with-trivy",
   "runs",
   "trivy",
   "across",
   "every",
   "target",
   "type",
   "supports",
   "container",
   "images"
  ]
 },
 {
  "name": "performing-content-security-policy-bypass",
  "description": "Analyze Content-Security-Policy headers and bypass them to achieve cross-site scripting by exploiting unsafe-inline/unsafe-eval, whitelisted JSONP endpoints, base-uri and form-action gaps, and nonce/hash weaknesses, then exfiltrate data even without script-src control. Use during web application security assessments or bug bounty hunting when XSS is found but blocked by CSP, or when auditing CSP header configuration for weaknesses.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-content-security-policy-bypass/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-content-security-policy-bypass/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to analyze Content-Security-Policy headers and bypass them to achieve cross-site scripting by exploiting.",
  "example_prompts": [
   "Can you help me analyze Content-Security-Policy headers and bypass them to achieve cross-site scripting?",
   "Walk me through performing content security policy bypass step by step",
   "What's the best way to approach performing content security policy bypass for my project?"
  ],
  "keywords": [
   "performing-content-security-policy-bypass",
   "analyze",
   "content-security-policy",
   "headers",
   "bypass",
   "them",
   "achieve",
   "cross-site",
   "scripting",
   "exploiting"
  ]
 },
 {
  "name": "performing-credential-access-with-lazagne",
  "description": "Extract stored credentials from compromised endpoints using the LaZagne post-exploitation tool to recover passwords from browsers, databases, system vaults, and applications during authorized red team operations.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-credential-access-with-lazagne/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-credential-access-with-lazagne/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to extract stored credentials from compromised endpoints using the LaZagne post-exploitation tool to recover passwords from.",
  "example_prompts": [
   "Can you help me extract stored credentials from compromised endpoints using the LaZagne post-exploitation tool?",
   "Walk me through performing credential access with lazagne step by step",
   "What's the best way to approach performing credential access with lazagne for my project?"
  ],
  "keywords": [
   "performing-credential-access-with-lazagne",
   "extract",
   "stored",
   "credentials",
   "compromised",
   "endpoints",
   "using",
   "lazagne",
   "post-exploitation",
   "tool"
  ]
 },
 {
  "name": "performing-cryptographic-audit-of-application",
  "description": "A cryptographic audit systematically reviews an application's use of cryptographic primitives, protocols, and key management to identify vulnerabilities such as weak algorithms, insecure modes, hardco",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-cryptographic-audit-of-application/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-cryptographic-audit-of-application/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for A cryptographic audit systematically reviews an application's use of cryptographic primitives, protocols.",
  "example_prompts": [
   "I need help with A cryptographic audit systematically reviews an application's use of cryptographic primitives",
   "Walk me through performing cryptographic audit of application step by step",
   "What's the best way to approach performing cryptographic audit of application for my project?"
  ],
  "keywords": [
   "performing-cryptographic-audit-of-application",
   "cryptographic",
   "audit",
   "systematically",
   "reviews",
   "application",
   "primitives",
   "protocols",
   "key",
   "management"
  ]
 },
 {
  "name": "performing-csrf-attack-simulation",
  "description": "Testing web applications for Cross-Site Request Forgery vulnerabilities by crafting forged requests that exploit authenticated user sessions during authorized security assessments.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-csrf-attack-simulation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-csrf-attack-simulation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for testing web applications for Cross-Site Request Forgery vulnerabilities by crafting forged requests that exploit authenticated user.",
  "example_prompts": [
   "Help me with testing web applications for Cross-Site Request Forgery vulnerabilities by crafting forged",
   "Walk me through performing csrf attack simulation step by step",
   "What's the best way to approach performing csrf attack simulation for my project?"
  ],
  "keywords": [
   "performing-csrf-attack-simulation",
   "testing",
   "web",
   "applications",
   "cross-site",
   "request",
   "forgery",
   "vulnerabilities",
   "crafting",
   "forged"
  ]
 },
 {
  "name": "performing-cve-prioritization-with-kev-catalog",
  "description": "Fetch and parse the CISA Known Exploited Vulnerabilities (KEV) catalog, enrich it with EPSS scores and CVSS metrics, and build a multi-factor prioritization engine and report that ranks CVE remediation by real-world exploitation evidence and BOD 22-01 deadlines. Use when triaging a vulnerability backlog, deciding patch order across many CVEs, or building an automated KEV+EPSS prioritization workflow.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-cve-prioritization-with-kev-catalog/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-cve-prioritization-with-kev-catalog/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're triaging a vulnerability backlog, deciding patch order across many CVEs, or building an automated KEV+EPSS prioritization workflow.",
  "example_prompts": [
   "Help me with triaging a vulnerability backlog, deciding patch order across many CVEs",
   "Walk me through performing cve prioritization with kev catalog step by step",
   "What's the best way to approach performing cve prioritization with kev catalog for my project?"
  ],
  "keywords": [
   "performing-cve-prioritization-with-kev-catalog",
   "fetch",
   "parse",
   "cisa",
   "known",
   "exploited",
   "vulnerabilities",
   "kev",
   "catalog",
   "enrich"
  ]
 },
 {
  "name": "performing-dark-web-monitoring-for-threats",
  "description": "Dark web monitoring involves systematically scanning Tor hidden services, underground forums, paste sites, and dark web marketplaces to identify threats targeting an organization, including leaked cre",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-dark-web-monitoring-for-threats/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-dark-web-monitoring-for-threats/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for dark web monitoring involves systematically scanning Tor hidden services, underground forums, paste sites.",
  "example_prompts": [
   "Can you help me dark web monitoring involves systematically scanning Tor hidden services, underground forums?",
   "Walk me through performing dark web monitoring for threats step by step",
   "What's the best way to approach performing dark web monitoring for threats for my project?"
  ],
  "keywords": [
   "performing-dark-web-monitoring-for-threats",
   "dark",
   "web",
   "monitoring",
   "involves",
   "systematically",
   "scanning",
   "tor",
   "hidden",
   "services"
  ]
 },
 {
  "name": "performing-deception-technology-deployment",
  "description": "Deploys deception technology including honeypots, honeytokens, and decoy systems to detect attackers who have bypassed perimeter defenses, providing high-fidelity alerts with near-zero false positive rates. Use when SOC teams need early warning of lateral movement, credential abuse, or internal reconnaissance by deploying convincing traps across the network.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-deception-technology-deployment/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-deception-technology-deployment/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1OC teams need early warning of lateral movement, credential abuse.",
  "example_prompts": [
   "I need help with \\1OC teams need early warning of lateral movement, credential abuse",
   "Walk me through performing deception technology deployment step by step",
   "What's the best way to approach performing deception technology deployment for my project?"
  ],
  "keywords": [
   "performing-deception-technology-deployment",
   "deploys",
   "deception",
   "technology",
   "including",
   "honeypots",
   "honeytokens",
   "decoy",
   "systems",
   "detect"
  ]
 },
 {
  "name": "performing-directory-traversal-testing",
  "description": "Test web applications for path traversal and Local/Remote File Inclusion vulnerabilities by manipulating file path parameters, applying encoding and filter-bypass techniques, automating discovery with ffuf and dotdotpwn, and reading high-value files or achieving code execution. Use during authorized penetration tests of file download, view, or include functionality, or when assessing APIs that accept file names or file paths as parameters.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-directory-traversal-testing/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-directory-traversal-testing/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to test web applications for path traversal and Local/Remote File Inclusion vulnerabilities by manipulating file path parameters.",
  "example_prompts": [
   "Can you help me test web applications for path traversal and Local/Remote File Inclusion vulnerabilities?",
   "Walk me through performing directory traversal testing step by step",
   "What's the best way to approach performing directory traversal testing for my project?"
  ],
  "keywords": [
   "performing-directory-traversal-testing",
   "test",
   "web",
   "applications",
   "path",
   "traversal",
   "local",
   "remote",
   "file",
   "inclusion"
  ]
 },
 {
  "name": "performing-disk-forensics-investigation",
  "description": "Conduct disk forensics investigations using forensic imaging, file system analysis, and timeline reconstruction, with tools such as FTK Imager, Autopsy, and The Sleuth Kit, for evidence acquisition, deleted file recovery, and artifact examination. Use when a security incident requires forensic analysis of persistent storage or when evidence must be preserved for legal or HR proceedings.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-disk-forensics-investigation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-disk-forensics-investigation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a security incident requires forensic analysis of persistent storage or when evidence must be preserved for legal or HR proceedings.",
  "example_prompts": [
   "I need help with a security incident requires forensic analysis of persistent storage or when",
   "Walk me through performing disk forensics investigation step by step",
   "What's the best way to approach performing disk forensics investigation for my project?"
  ],
  "keywords": [
   "performing-disk-forensics-investigation",
   "conduct",
   "disk",
   "forensics",
   "investigations",
   "using",
   "forensic",
   "imaging",
   "file",
   "system"
  ]
 },
 {
  "name": "performing-dmarc-policy-enforcement-rollout",
  "description": "Execute a phased DMARC rollout by inventorying sending sources, configuring SPF/DKIM alignment, and progressing DNS policy from p=none monitoring through p=quarantine to p=reject enforcement, ensuring all legitimate email sources authenticate before unauthorized senders are blocked. Use when deploying or advancing an organization's DMARC anti-spoofing posture, or when meeting bulk-sender authentication requirements from Google and Yahoo.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-dmarc-policy-enforcement-rollout/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-dmarc-policy-enforcement-rollout/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying or advancing an organization's DMARC anti-spoofing posture.",
  "example_prompts": [
   "Help me with deploying or advancing an organization's DMARC anti-spoofing posture",
   "Walk me through performing dmarc policy enforcement rollout step by step",
   "What's the best way to approach performing dmarc policy enforcement rollout for my project?"
  ],
  "keywords": [
   "performing-dmarc-policy-enforcement-rollout",
   "execute",
   "phased",
   "dmarc",
   "rollout",
   "inventorying",
   "sending",
   "sources",
   "configuring",
   "spf"
  ]
 },
 {
  "name": "performing-dns-enumeration-and-zone-transfer",
  "description": "Enumerates DNS records, attempts zone transfers, brute-forces subdomains, and maps DNS infrastructure during authorized reconnaissance to identify attack surface, misconfigurations, and information disclosure in target domains.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-dns-enumeration-and-zone-transfer/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-dns-enumeration-and-zone-transfer/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to enumerate DNS records, attempts zone transfers, brute-forces subdomains.",
  "example_prompts": [
   "Can you help me enumerate DNS records, attempts zone transfers, brute-forces subdomains?",
   "Walk me through performing dns enumeration and zone transfer step by step",
   "What's the best way to approach performing dns enumeration and zone transfer for my project?"
  ],
  "keywords": [
   "performing-dns-enumeration-and-zone-transfer",
   "enumerates",
   "dns",
   "records",
   "attempts",
   "zone",
   "transfers",
   "brute-forces",
   "subdomains",
   "maps"
  ]
 },
 {
  "name": "performing-dns-tunneling-detection",
  "description": "Detects DNS tunneling by computing Shannon entropy of DNS query names, analyzing query length distributions, inspecting TXT record payloads, and identifying high subdomain cardinality. Uses scapy for packet capture analysis and statistical methods to distinguish legitimate DNS from covert channels. Use when hunting for data exfiltration.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-dns-tunneling-detection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-dns-tunneling-detection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hunting for data exfiltration.",
  "example_prompts": [
   "Help me with hunting for data exfiltration",
   "Walk me through performing dns tunneling detection step by step",
   "What's the best way to approach performing dns tunneling detection for my project?"
  ],
  "keywords": [
   "performing-dns-tunneling-detection",
   "detects",
   "dns",
   "tunneling",
   "computing",
   "shannon",
   "entropy",
   "query",
   "names",
   "analyzing"
  ]
 },
 {
  "name": "performing-docker-bench-security-assessment",
  "description": "Runs Docker Bench for Security, the open-source CIS Docker Benchmark audit script, across host configuration, daemon settings, images, and runtime configuration, then interprets pass/fail/warn output and remediates the common failures. Use when auditing Docker hosts for CIS compliance, scheduling recurring container assessments, or validating runtime hardening controls after a change. Keywords: docker-bench-security, CIS Docker Benchmark, audit script, pass fail warn, host configuration, remediation. Do not use for applying the daemon hardening itself - use hardening-docker-daemon-configuration.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-docker-bench-security-assessment/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-docker-bench-security-assessment/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're auditing Docker hosts for CIS compliance, scheduling recurring container assessments.",
  "example_prompts": [
   "Help me with auditing Docker hosts for CIS compliance, scheduling recurring container assessments",
   "Walk me through performing docker bench security assessment step by step",
   "What's the best way to approach performing docker bench security assessment for my project?"
  ],
  "keywords": [
   "performing-docker-bench-security-assessment",
   "runs",
   "docker",
   "bench",
   "security",
   "open-source",
   "cis",
   "benchmark",
   "audit",
   "script"
  ]
 },
 {
  "name": "performing-dynamic-analysis-of-android-app",
  "description": "Performs runtime dynamic analysis of Android applications using Frida, Objection, and Android Debug Bridge to observe application behavior during execution, intercept function calls, modify runtime values, and identify vulnerabilities that static analysis misses. Use when testing Android apps for runtime security flaws, hooking sensitive methods, bypassing client-side protections, or analyzing obfuscated applications. Activates for requests involving Android dynamic analysis, runtime hooking, Frida Android instrumentation, or live app behavior analysis.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-dynamic-analysis-of-android-app/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-dynamic-analysis-of-android-app/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're testing Android apps for runtime security flaws, hooking sensitive methods, bypassing client-side protections.",
  "example_prompts": [
   "Help me with testing Android apps for runtime security flaws, hooking sensitive methods, bypassing",
   "Walk me through performing dynamic analysis of android app step by step",
   "What's the best way to approach performing dynamic analysis of android app for my project?"
  ],
  "keywords": [
   "performing-dynamic-analysis-of-android-app",
   "performs",
   "runtime",
   "dynamic",
   "analysis",
   "android",
   "applications",
   "using",
   "frida",
   "objection"
  ]
 },
 {
  "name": "performing-dynamic-analysis-with-any-run",
  "description": "Perform interactive dynamic malware analysis using the ANY.RUN cloud sandbox to detonate samples, observe real-time execution behavior, interact with malware prompts such as dialogs and CAPTCHAs, and capture process trees, network traffic, and system changes. Use when a suspicious file or URL needs live, interactive behavioral detonation in a cloud sandbox rather than static analysis alone.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-dynamic-analysis-with-any-run/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-dynamic-analysis-with-any-run/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a suspicious file or URL needs live, interactive behavioral detonation in a cloud sandbox rather than static analysis alone.",
  "example_prompts": [
   "I need help with a suspicious file or URL needs live, interactive behavioral detonation in",
   "Walk me through performing dynamic analysis with any run step by step",
   "What's the best way to approach performing dynamic analysis with any run for my project?"
  ],
  "keywords": [
   "performing-dynamic-analysis-with-any-run",
   "perform",
   "interactive",
   "dynamic",
   "malware",
   "analysis",
   "using",
   "run",
   "cloud",
   "sandbox"
  ]
 },
 {
  "name": "performing-endpoint-forensics-investigation",
  "description": "Performs digital forensics investigation on compromised endpoints including memory acquisition, disk imaging, artifact analysis, and timeline reconstruction. Use when investigating security incidents, collecting evidence for legal proceedings, or analyzing endpoint compromise scope. Activates for requests involving endpoint forensics, memory analysis, disk forensics, or incident investigation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-endpoint-forensics-investigation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-endpoint-forensics-investigation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating security incidents, collecting evidence for legal proceedings, or analyzing endpoint compromise scope.",
  "example_prompts": [
   "Help me with investigating security incidents, collecting evidence for legal proceedings, or analyzing endpoint",
   "Walk me through performing endpoint forensics investigation step by step",
   "What's the best way to approach performing endpoint forensics investigation for my project?"
  ],
  "keywords": [
   "performing-endpoint-forensics-investigation",
   "performs",
   "digital",
   "forensics",
   "investigation",
   "compromised",
   "endpoints",
   "including",
   "memory",
   "acquisition"
  ]
 },
 {
  "name": "performing-endpoint-vulnerability-remediation",
  "description": "Performs vulnerability remediation on endpoints by prioritizing CVEs based on risk scoring, deploying patches, applying configuration changes, and validating fixes. Use when remediating findings from vulnerability scans, responding to critical CVE advisories, or maintaining endpoint compliance with patch management SLAs. Activates for requests involving vulnerability remediation, CVE patching, endpoint vulnerability management, or security fix deployment.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-endpoint-vulnerability-remediation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-endpoint-vulnerability-remediation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're remediating findings from vulnerability scans, responding to critical CVE advisories.",
  "example_prompts": [
   "Help me with remediating findings from vulnerability scans, responding to critical CVE advisories",
   "Walk me through performing endpoint vulnerability remediation step by step",
   "What's the best way to approach performing endpoint vulnerability remediation for my project?"
  ],
  "keywords": [
   "performing-endpoint-vulnerability-remediation",
   "performs",
   "vulnerability",
   "remediation",
   "endpoints",
   "prioritizing",
   "cves",
   "based",
   "risk",
   "scoring"
  ]
 },
 {
  "name": "performing-entitlement-review-with-sailpoint-iiq",
  "description": "Runs entitlement review and access certification campaigns in SailPoint IdentityIQ, covering manager certifications, targeted entitlement reviews, role-based access validation, segregation-of-duties violation remediation, and automated revocation workflows. Use when performing periodic user access recertification, auditing SailPoint IIQ access governance, or investigating SOD violations.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-entitlement-review-with-sailpoint-iiq/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-entitlement-review-with-sailpoint-iiq/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're performing periodic user access recertification, auditing SailPoint IIQ access governance, or investigating SOD violations.",
  "example_prompts": [
   "Help me with performing periodic user access recertification, auditing SailPoint IIQ access governance",
   "Walk me through performing entitlement review with sailpoint iiq step by step",
   "What's the best way to approach performing entitlement review with sailpoint iiq for my project?"
  ],
  "keywords": [
   "performing-entitlement-review-with-sailpoint-iiq",
   "runs",
   "entitlement",
   "review",
   "access",
   "certification",
   "campaigns",
   "sailpoint",
   "identityiq",
   "covering"
  ]
 },
 {
  "name": "performing-external-network-penetration-test",
  "description": "Conduct a comprehensive external network penetration test to identify vulnerabilities in internet-facing infrastructure using PTES methodology, reconnaissance, scanning, exploitation, and reporting.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-external-network-penetration-test/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-external-network-penetration-test/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to conduct a comprehensive external network penetration test to identify vulnerabilities in internet-facing infrastructure using.",
  "example_prompts": [
   "Can you help me conduct a comprehensive external network penetration test to identify vulnerabilities in?",
   "Walk me through performing external network penetration test step by step",
   "What's the best way to approach performing external network penetration test for my project?"
  ],
  "keywords": [
   "performing-external-network-penetration-test",
   "conduct",
   "comprehensive",
   "external",
   "network",
   "penetration",
   "test",
   "identify",
   "vulnerabilities",
   "internet-facing"
  ]
 },
 {
  "name": "performing-false-positive-reduction-in-siem",
  "description": "Reduces SIEM false positives through systematic rule tuning, threshold adjustment, correlation logic refinement, allowlisting, and threat intelligence enrichment. Use when SOC analysts are overwhelmed by alert noise, when tuning noisy detection rules, or during a quarterly SIEM rule review to cut alert fatigue.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-false-positive-reduction-in-siem/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-false-positive-reduction-in-siem/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1OC analysts are overwhelmed by alert noise, when tuning noisy detection rules.",
  "example_prompts": [
   "I need help with \\1OC analysts are overwhelmed by alert noise, when tuning noisy detection",
   "Walk me through performing false positive reduction in siem step by step",
   "What's the best way to approach performing false positive reduction in siem for my project?"
  ],
  "keywords": [
   "performing-false-positive-reduction-in-siem",
   "reduces",
   "siem",
   "false",
   "positives",
   "through",
   "systematic",
   "rule",
   "tuning",
   "threshold"
  ]
 },
 {
  "name": "performing-file-carving-with-foremost",
  "description": "Recovers files from disk images and unallocated space using Foremost's header-footer signature carving, extracting evidence independent of the file system's state. Use during digital forensics investigations to carve deleted or fragmented files, such as documents, images, and archives, from raw disk images or unallocated space.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-file-carving-with-foremost/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-file-carving-with-foremost/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to recover files from disk images and unallocated space using Foremost's header-footer signature carving.",
  "example_prompts": [
   "Can you help me recover files from disk images and unallocated space using Foremost's header-footer?",
   "Walk me through performing file carving with foremost step by step",
   "What's the best way to approach performing file carving with foremost for my project?"
  ],
  "keywords": [
   "performing-file-carving-with-foremost",
   "recovers",
   "files",
   "disk",
   "images",
   "unallocated",
   "space",
   "using",
   "foremost",
   "header-footer"
  ]
 },
 {
  "name": "performing-firmware-extraction-with-binwalk",
  "description": "Performs firmware image extraction and analysis using binwalk to identify embedded filesystems, compressed archives, bootloaders, kernel images, and cryptographic material. Covers entropy analysis for detecting encrypted or compressed regions, recursive extraction of nested archives, SquashFS/CramFS/JFFS2 filesystem mounting, and string analysis for credential and configuration discovery. Activates for requests involving firmware reverse engineering, IoT device analysis, embedded system security assessment, or router/camera firmware extraction.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-firmware-extraction-with-binwalk/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-firmware-extraction-with-binwalk/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to perform firmware image extraction and analysis using binwalk to identify embedded filesystems, compressed archives.",
  "example_prompts": [
   "Can you help me perform firmware image extraction and analysis using binwalk to identify embedded?",
   "Walk me through performing firmware extraction with binwalk step by step",
   "What's the best way to approach performing firmware extraction with binwalk for my project?"
  ],
  "keywords": [
   "performing-firmware-extraction-with-binwalk",
   "performs",
   "firmware",
   "image",
   "extraction",
   "analysis",
   "using",
   "binwalk",
   "identify",
   "embedded"
  ]
 },
 {
  "name": "performing-firmware-malware-analysis",
  "description": "Analyzes firmware images for embedded malware, backdoors, and unauthorized modifications in routers, IoT devices, UEFI/BIOS, and embedded systems, covering firmware extraction, filesystem analysis, binary reverse engineering, and bootkit detection. Use for firmware security analysis, IoT malware investigation, UEFI rootkit detection, or embedded device compromise assessment.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-firmware-malware-analysis/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-firmware-malware-analysis/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to firmware security analysis, IoT malware investigation, UEFI rootkit detection, or embedded device compromise assessment.",
  "example_prompts": [
   "Can you help me firmware security analysis, IoT malware investigation, UEFI rootkit detection, or embedded?",
   "Walk me through performing firmware malware analysis step by step",
   "What's the best way to approach performing firmware malware analysis for my project?"
  ],
  "keywords": [
   "performing-firmware-malware-analysis",
   "analyzes",
   "firmware",
   "images",
   "embedded",
   "malware",
   "backdoors",
   "unauthorized",
   "modifications",
   "routers"
  ]
 },
 {
  "name": "performing-fuzzing-with-aflplusplus",
  "description": "Performs coverage-guided fuzzing of compiled binaries with AFL++, instrumenting targets via afl-cc/afl-clang-fast, minimizing corpora with afl-cmin and afl-tmin, running parallel campaigns with afl-fuzz, and triaging crashes with CASR or GDB scripts. Use for binary fuzzing, crash and memory-corruption discovery, coverage-guided testing, or running AFL++ fuzzing campaigns.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-fuzzing-with-aflplusplus/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-fuzzing-with-aflplusplus/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to binary fuzzing, crash and memory-corruption discovery, coverage-guided testing, or running AFL++ fuzzing campaigns.",
  "example_prompts": [
   "Can you help me binary fuzzing, crash and memory-corruption discovery, coverage-guided testing, or running AFL++?",
   "Walk me through performing fuzzing with aflplusplus step by step",
   "What's the best way to approach performing fuzzing with aflplusplus for my project?"
  ],
  "keywords": [
   "performing-fuzzing-with-aflplusplus",
   "performs",
   "coverage-guided",
   "fuzzing",
   "compiled",
   "binaries",
   "afl++",
   "instrumenting",
   "targets",
   "via"
  ]
 },
 {
  "name": "performing-gcp-penetration-testing-with-gcpbucketbrute",
  "description": "Performs authorized GCP security testing using GCPBucketBrute to enumerate publicly accessible storage buckets, combined with gcloud CLI IAM enumeration to find privilege escalation paths and audit service account permissions. Use when penetration testing a GCP project for exposed buckets, overly permissive IAM bindings, or service account key exposure.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-gcp-penetration-testing-with-gcpbucketbrute/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-gcp-penetration-testing-with-gcpbucketbrute/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to penetration testing a GCP project for exposed buckets, overly permissive IAM bindings, or service account key exposure.",
  "example_prompts": [
   "Can you help me penetration testing a GCP project for exposed buckets, overly permissive IAM?",
   "Walk me through performing gcp penetration testing with gcpbucketbrute step by step",
   "What's the best way to approach performing gcp penetration testing with gcpbucketbrute for my project?"
  ],
  "keywords": [
   "performing-gcp-penetration-testing-with-gcpbucketbrute",
   "performs",
   "authorized",
   "gcp",
   "security",
   "testing",
   "using",
   "gcpbucketbrute",
   "enumerate",
   "publicly"
  ]
 },
 {
  "name": "performing-gcp-security-assessment-with-forseti",
  "description": "Performing comprehensive security assessments of Google Cloud Platform environments using Forseti Security, Security Command Center, and gcloud CLI to audit IAM policies, firewall rules, storage permissions, and compliance against CIS GCP Foundations Benchmark.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-gcp-security-assessment-with-forseti/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-gcp-security-assessment-with-forseti/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for performing comprehensive security assessments of Google Cloud Platform environments using Forseti Security, Security Command Center.",
  "example_prompts": [
   "Help me with performing comprehensive security assessments of Google Cloud Platform environments using Forseti",
   "Walk me through performing gcp security assessment with forseti step by step",
   "What's the best way to approach performing gcp security assessment with forseti for my project?"
  ],
  "keywords": [
   "performing-gcp-security-assessment-with-forseti",
   "performing",
   "comprehensive",
   "security",
   "assessments",
   "google",
   "cloud",
   "platform",
   "environments",
   "using"
  ]
 },
 {
  "name": "performing-graphql-depth-limit-attack",
  "description": "Execute and test GraphQL depth limit attacks using deeply nested recursive queries to identify denial-of-service vulnerabilities in GraphQL APIs.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-graphql-depth-limit-attack/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-graphql-depth-limit-attack/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to execute and test GraphQL depth limit attacks using deeply nested recursive queries to identify denial-of-service.",
  "example_prompts": [
   "Can you help me execute and test GraphQL depth limit attacks using deeply nested recursive?",
   "Walk me through performing graphql depth limit attack step by step",
   "What's the best way to approach performing graphql depth limit attack for my project?"
  ],
  "keywords": [
   "performing-graphql-depth-limit-attack",
   "execute",
   "test",
   "graphql",
   "depth",
   "limit",
   "attacks",
   "using",
   "deeply",
   "nested"
  ]
 },
 {
  "name": "performing-graphql-introspection-attack",
  "description": "Performs GraphQL introspection attacks that extract the full API schema (types, queries, mutations, subscriptions, field definitions), map the attack surface, test query depth/complexity limits, and exploit GraphQL-specific weaknesses such as batching attacks, alias-based brute force, and nested query DoS. Use for GraphQL security testing, schema enumeration, or GraphQL API penetration testing.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-graphql-introspection-attack/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-graphql-introspection-attack/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1raphQL security testing, schema enumeration, or GraphQL API penetration testing.",
  "example_prompts": [
   "I need help with \\1raphQL security testing, schema enumeration, or GraphQL API penetration testing",
   "Walk me through performing graphql introspection attack step by step",
   "What's the best way to approach performing graphql introspection attack for my project?"
  ],
  "keywords": [
   "performing-graphql-introspection-attack",
   "performs",
   "graphql",
   "introspection",
   "attacks",
   "extract",
   "full",
   "api",
   "schema",
   "types"
  ]
 },
 {
  "name": "performing-graphql-security-assessment",
  "description": "Assessing GraphQL API endpoints for introspection leaks, injection attacks, authorization flaws, and denial-of-service vulnerabilities during authorized security tests.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-graphql-security-assessment/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-graphql-security-assessment/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for assessing GraphQL API endpoints for introspection leaks, injection attacks, authorization flaws.",
  "example_prompts": [
   "Help me with assessing GraphQL API endpoints for introspection leaks, injection attacks, authorization flaws",
   "Walk me through performing graphql security assessment step by step",
   "What's the best way to approach performing graphql security assessment for my project?"
  ],
  "keywords": [
   "performing-graphql-security-assessment",
   "assessing",
   "graphql",
   "api",
   "endpoints",
   "introspection",
   "leaks",
   "injection",
   "attacks",
   "authorization"
  ]
 },
 {
  "name": "performing-hardware-security-module-integration",
  "description": "Integrates Hardware Security Modules (HSMs) via the PKCS#11 interface using python-pkcs11, performing key generation, signing, encryption, verification, and token/slot queries against SoftHSM2, AWS CloudHSM, or YubiHSM2. Use when implementing HSM-backed key management or validating HSM configuration for FIPS 140-2/3 compliance.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-hardware-security-module-integration/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-hardware-security-module-integration/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're implementing HSM-backed key management or validating HSM configuration for FIPS 140-2/3 compliance.",
  "example_prompts": [
   "Help me with implementing HSM-backed key management or validating HSM configuration for FIPS 140-2/3",
   "Walk me through performing hardware security module integration step by step",
   "What's the best way to approach performing hardware security module integration for my project?"
  ],
  "keywords": [
   "performing-hardware-security-module-integration",
   "integrates",
   "hardware",
   "security",
   "modules",
   "hsms",
   "via",
   "pkcs",
   "interface",
   "using"
  ]
 },
 {
  "name": "performing-hash-cracking-with-hashcat",
  "description": "Cracks password hashes with Hashcat, covering hash-type identification, dictionary/brute-force/rule-based attack modes, custom rule creation, GPU benchmarking, and password-strength/compliance reporting. Use for authorized penetration testing or security audits that need to evaluate password strength or crack captured hashes.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-hash-cracking-with-hashcat/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-hash-cracking-with-hashcat/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to authorized penetration testing or security audits that need to evaluate password strength or crack captured hashes.",
  "example_prompts": [
   "Can you help me authorized penetration testing or security audits that need to evaluate password?",
   "Walk me through performing hash cracking with hashcat step by step",
   "What's the best way to approach performing hash cracking with hashcat for my project?"
  ],
  "keywords": [
   "performing-hash-cracking-with-hashcat",
   "cracks",
   "password",
   "hashes",
   "hashcat",
   "covering",
   "hash-type",
   "identification",
   "dictionary",
   "brute-force"
  ]
 },
 {
  "name": "performing-http-parameter-pollution-attack",
  "description": "Executes HTTP Parameter Pollution attacks that inject duplicate request parameters to bypass input validation, WAF rules, and other security controls when front-end and back-end systems parse duplicate parameters differently. Use during web application penetration testing to test for parameter parsing inconsistencies or WAF/validation bypass.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-http-parameter-pollution-attack/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-http-parameter-pollution-attack/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to execute HTTP Parameter Pollution attacks that inject duplicate request parameters to bypass input validation, WAF rules.",
  "example_prompts": [
   "Can you help me execute HTTP Parameter Pollution attacks that inject duplicate request parameters?",
   "Walk me through performing http parameter pollution attack step by step",
   "What's the best way to approach performing http parameter pollution attack for my project?"
  ],
  "keywords": [
   "performing-http-parameter-pollution-attack",
   "executes",
   "http",
   "parameter",
   "pollution",
   "attacks",
   "inject",
   "duplicate",
   "request",
   "parameters"
  ]
 },
 {
  "name": "performing-ics-asset-discovery-with-claroty",
  "description": "Performs ICS/OT asset discovery with Claroty xDome, combining passive monitoring and Claroty Edge active queries to inventory PLCs, RTUs, HMIs, and network infrastructure across Purdue Model levels. Use when gaining visibility into an undocumented OT environment, preparing an IEC 62443 asset inventory, or onboarding Claroty xDome; not for IT-only discovery.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-ics-asset-discovery-with-claroty/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-ics-asset-discovery-with-claroty/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're gaining visibility into an undocumented OT environment, preparing an IEC 62443 asset inventory, or onboarding Claroty xDome.",
  "example_prompts": [
   "Help me with gaining visibility into an undocumented OT environment, preparing an IEC 62443",
   "Walk me through performing ics asset discovery with claroty step by step",
   "What's the best way to approach performing ics asset discovery with claroty for my project?"
  ],
  "keywords": [
   "performing-ics-asset-discovery-with-claroty",
   "performs",
   "ics",
   "asset",
   "discovery",
   "claroty",
   "xdome",
   "combining",
   "passive",
   "monitoring"
  ]
 },
 {
  "name": "performing-indicator-lifecycle-management",
  "description": "Tracks IOCs through discovery, enrichment/validation (VirusTotal, Shodan, passive DNS), deployment to SIEM/IDS watchlists, hit-rate and false-positive monitoring, confidence-score decay, and automated expiration using MISP/OpenCTI and STIX. Use when building or maintaining a threat intelligence indicator lifecycle process, aging out stale IOCs, or reducing analyst fatigue from low-quality indicators.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-indicator-lifecycle-management/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-indicator-lifecycle-management/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building or maintaining a threat intelligence indicator lifecycle process, aging out stale IOCs.",
  "example_prompts": [
   "Help me with building or maintaining a threat intelligence indicator lifecycle process, aging out",
   "Walk me through performing indicator lifecycle management step by step",
   "What's the best way to approach performing indicator lifecycle management for my project?"
  ],
  "keywords": [
   "performing-indicator-lifecycle-management",
   "tracks",
   "iocs",
   "through",
   "discovery",
   "enrichment",
   "validation",
   "virustotal",
   "shodan",
   "passive"
  ]
 },
 {
  "name": "performing-initial-access-with-evilginx3",
  "description": "Perform authorized initial access using EvilGinx3 adversary-in-the-middle phishing framework to capture session tokens and bypass multi-factor authentication during red team engagements.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-initial-access-with-evilginx3/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-initial-access-with-evilginx3/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for perform authorized initial access using EvilGinx3 adversary-in-the-middle phishing framework to capture session tokens and bypass.",
  "example_prompts": [
   "Can you help me perform authorized initial access using EvilGinx3 adversary-in-the-middle phishing framework to capture?",
   "Walk me through performing initial access with evilginx3 step by step",
   "What's the best way to approach performing initial access with evilginx3 for my project?"
  ],
  "keywords": [
   "performing-initial-access-with-evilginx3",
   "perform",
   "authorized",
   "initial",
   "access",
   "using",
   "evilginx3",
   "adversary-in-the-middle",
   "phishing",
   "framework"
  ]
 },
 {
  "name": "performing-insider-threat-investigation",
  "description": "Investigates insider threat incidents involving employees, contractors, or trusted partners who misuse authorized access to steal data, sabotage systems, or violate security policies, combining digital forensics, user behavior analytics, and HR/legal coordination to build an evidence-based case. Use when DLP alerts flag large data transfers to personal cloud storage or USB devices, when UBA detects anomalous access patterns for a user account, or when investigating employee data theft, privilege misuse, or internal threat detection requests.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-insider-threat-investigation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-insider-threat-investigation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1LP alerts flag large data transfers to personal cloud storage or USB devices.",
  "example_prompts": [
   "I need help with \\1LP alerts flag large data transfers to personal cloud storage",
   "Walk me through performing insider threat investigation step by step",
   "What's the best way to approach performing insider threat investigation for my project?"
  ],
  "keywords": [
   "performing-insider-threat-investigation",
   "investigates",
   "insider",
   "threat",
   "incidents",
   "involving",
   "employees",
   "contractors",
   "trusted",
   "partners"
  ]
 },
 {
  "name": "performing-ioc-enrichment-automation",
  "description": "Automates Indicator of Compromise (IOC) enrichment by orchestrating lookups across VirusTotal, AbuseIPDB, Shodan, MISP, and other intelligence sources to provide contextual scoring and disposition recommendations. Use when SOC analysts need rapid multi-source enrichment of IPs, domains, URLs, and file hashes during alert triage or incident investigation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-ioc-enrichment-automation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-ioc-enrichment-automation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1OC analysts need rapid multi-source enrichment of IPs, domains, URLs, and file hashes during alert triage or incident investigation.",
  "example_prompts": [
   "I need help with \\1OC analysts need rapid multi-source enrichment of IPs, domains, URLs",
   "Walk me through performing ioc enrichment automation step by step",
   "What's the best way to approach performing ioc enrichment automation for my project?"
  ],
  "keywords": [
   "performing-ioc-enrichment-automation",
   "automates",
   "indicator",
   "compromise",
   "ioc",
   "enrichment",
   "orchestrating",
   "lookups",
   "across",
   "virustotal"
  ]
 },
 {
  "name": "performing-ios-app-security-assessment",
  "description": "Performs comprehensive iOS application security assessments using Frida for dynamic instrumentation, Objection for runtime exploration, SSL pinning bypass for traffic interception, keychain extraction for credential analysis, and IPA static analysis for binary-level review. Use when conducting authorized iOS penetration tests, evaluating mobile app security posture against OWASP MASTG, or assessing iOS app data protection and transport security controls. Activates for requests involving iOS app pentesting, Frida-based iOS instrumentation, mobile app SSL pinning bypass, or IPA reverse engineering.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-ios-app-security-assessment/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-ios-app-security-assessment/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're conducting authorized iOS penetration tests, evaluating mobile app security posture against OWASP MASTG.",
  "example_prompts": [
   "Help me with conducting authorized iOS penetration tests, evaluating mobile app security posture against",
   "Walk me through performing ios app security assessment step by step",
   "What's the best way to approach performing ios app security assessment for my project?"
  ],
  "keywords": [
   "performing-ios-app-security-assessment",
   "performs",
   "comprehensive",
   "ios",
   "application",
   "security",
   "assessments",
   "using",
   "frida",
   "dynamic"
  ]
 },
 {
  "name": "performing-iot-security-assessment",
  "description": "Performs comprehensive security assessments of IoT devices and their ecosystems by testing hardware interfaces, firmware, network communications, cloud APIs, and companion mobile applications. The tester uses firmware extraction and analysis, hardware debugging via UART and JTAG, network protocol analysis, and runtime exploitation to identify vulnerabilities across all layers of the IoT stack. Activates for requests involving IoT security testing, embedded device assessment, firmware security analysis, or smart device penetration testing.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-iot-security-assessment/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-iot-security-assessment/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to perform comprehensive security assessments of IoT devices and their ecosystems by testing hardware interfaces, firmware.",
  "example_prompts": [
   "Can you help me perform comprehensive security assessments of IoT devices and their ecosystems?",
   "Walk me through performing iot security assessment step by step",
   "What's the best way to approach performing iot security assessment for my project?"
  ],
  "keywords": [
   "performing-iot-security-assessment",
   "performs",
   "comprehensive",
   "security",
   "assessments",
   "iot",
   "devices",
   "their",
   "ecosystems",
   "testing"
  ]
 },
 {
  "name": "performing-ip-reputation-analysis-with-shodan",
  "description": "Analyze IP address reputation using the Shodan API to identify open ports, running services, known vulnerabilities, and hosting context for threat intelligence enrichment and incident triage.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-ip-reputation-analysis-with-shodan/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-ip-reputation-analysis-with-shodan/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to analyze IP address reputation using the Shodan API to identify open ports, running services, known vulnerabilities.",
  "example_prompts": [
   "Can you help me analyze IP address reputation using the Shodan API to identify open?",
   "Walk me through performing ip reputation analysis with shodan step by step",
   "What's the best way to approach performing ip reputation analysis with shodan for my project?"
  ],
  "keywords": [
   "performing-ip-reputation-analysis-with-shodan",
   "analyze",
   "address",
   "reputation",
   "using",
   "shodan",
   "api",
   "identify",
   "open",
   "ports"
  ]
 },
 {
  "name": "performing-jwt-none-algorithm-attack",
  "description": "Execute and test the JWT none algorithm attack, crafting tokens with the alg header set to none using PyJWT and an intercepting proxy (Burp Suite/mitmproxy) to bypass signature verification and forge arbitrary claims. Use during authorized penetration tests or security assessments of applications that use JWT for authentication or authorization, to validate that the server rejects unsigned tokens.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-jwt-none-algorithm-attack/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-jwt-none-algorithm-attack/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to execute and test the JWT none algorithm attack, crafting tokens with the alg header set to none using PyJWT.",
  "example_prompts": [
   "Can you help me execute and test the JWT none algorithm attack, crafting tokens?",
   "Walk me through performing jwt none algorithm attack step by step",
   "What's the best way to approach performing jwt none algorithm attack for my project?"
  ],
  "keywords": [
   "performing-jwt-none-algorithm-attack",
   "execute",
   "test",
   "jwt",
   "none",
   "algorithm",
   "attack",
   "crafting",
   "tokens",
   "alg"
  ]
 },
 {
  "name": "performing-kerberoasting-attack",
  "description": "Perform Kerberoasting, a post-exploitation technique that enumerates Active Directory service accounts with Service Principal Names (SPNs), requests their Kerberos TGS tickets, and cracks the NTLM-encrypted tickets offline to recover service account credentials. Use during authorized red team engagements or penetration tests to assess AD privilege escalation and credential access risk from weak service account passwords.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-kerberoasting-attack/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-kerberoasting-attack/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for perform Kerberoasting, a post-exploitation technique that enumerates Active Directory service accounts with Service Principal Names.",
  "example_prompts": [
   "Can you help me perform Kerberoasting, a post-exploitation technique that enumerates Active Directory service accounts?",
   "Walk me through performing kerberoasting attack step by step",
   "What's the best way to approach performing kerberoasting attack for my project?"
  ],
  "keywords": [
   "performing-kerberoasting-attack",
   "perform",
   "kerberoasting",
   "post-exploitation",
   "technique",
   "enumerates",
   "active",
   "directory",
   "service",
   "accounts"
  ]
 },
 {
  "name": "performing-kubernetes-cis-benchmark-with-kube-bench",
  "description": "Turns kube-bench output into a finished CIS Kubernetes Benchmark audit: interpreting PASS/FAIL/WARN per control, judging which failures are genuine on a managed cluster, writing remediation, and packaging evidence for SOC 2 or PCI DSS. Use when conducting a scheduled compliance audit, triaging kube-bench results, deciding which controls are not applicable on EKS, GKE, or AKS, or producing hardening evidence for an auditor. Keywords: CIS Kubernetes Benchmark, control plane, remediation, compliance evidence, SOC 2, PCI DSS, managed cluster exception. Do not use for installing and running the tool - use benchmarking-kubernetes-with-kube-bench.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-kubernetes-cis-benchmark-with-kube-bench/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-kubernetes-cis-benchmark-with-kube-bench/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're conducting a scheduled compliance audit, triaging kube-bench results, deciding which controls are not applicable on EKS, GKE.",
  "example_prompts": [
   "Help me with conducting a scheduled compliance audit, triaging kube-bench results, deciding which controls",
   "Walk me through performing kubernetes cis benchmark with kube bench step by step",
   "What's the best way to approach performing kubernetes cis benchmark with kube bench for my project?"
  ],
  "keywords": [
   "performing-kubernetes-cis-benchmark-with-kube-bench",
   "turns",
   "kube-bench",
   "output",
   "into",
   "finished",
   "cis",
   "kubernetes",
   "benchmark",
   "audit"
  ]
 },
 {
  "name": "performing-kubernetes-etcd-security-assessment",
  "description": "Assesses the security posture of the etcd cluster backing Kubernetes: encryption at rest, TLS peer and client transport, access control, backup encryption, and network isolation. Use when auditing or hardening a control plane, reviewing whether Secrets are encrypted at rest, or protecting etcd backups, since etcd stores Secrets, RBAC policy, and ConfigMaps in plaintext by default. Keywords: etcd, EncryptionConfiguration, encryption at rest, peer TLS, snapshot, backup, control plane. Do not use for broad cluster-wide CIS checks - use performing-kubernetes-cis-benchmark-with-kube-bench.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-kubernetes-etcd-security-assessment/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-kubernetes-etcd-security-assessment/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're auditing or hardening a control plane, reviewing whether Secrets are encrypted at rest, or protecting etcd backups.",
  "example_prompts": [
   "Help me with auditing or hardening a control plane, reviewing whether Secrets are encrypted",
   "Walk me through performing kubernetes etcd security assessment step by step",
   "What's the best way to approach performing kubernetes etcd security assessment for my project?"
  ],
  "keywords": [
   "performing-kubernetes-etcd-security-assessment",
   "assesses",
   "security",
   "posture",
   "etcd",
   "cluster",
   "backing",
   "kubernetes",
   "encryption",
   "rest"
  ]
 },
 {
  "name": "performing-kubernetes-penetration-testing",
  "description": "Evaluates Kubernetes cluster security by actively simulating attacker techniques against the API server, kubelet, etcd, pods, RBAC, network policy, and secrets, using kube-hunter, Kubescape, peirates, and manual kubectl exploitation to find paths to cluster compromise. Use for an authorized penetration test or hands-on validation that controls actually stop an attacker. Keywords: kube-hunter, Kubescape, peirates, kubelet 10250, anonymous auth, token theft, lateral movement, cluster takeover. Do not use for a configuration-only compliance audit - use performing-kubernetes-cis-benchmark-with-kube-bench.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-kubernetes-penetration-testing/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-kubernetes-penetration-testing/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when an authorized penetration test or hands-on validation that controls actually stop an attacker.",
  "example_prompts": [
   "I need help with an authorized penetration test or hands-on validation that controls actually stop",
   "Walk me through performing kubernetes penetration testing step by step",
   "What's the best way to approach performing kubernetes penetration testing for my project?"
  ],
  "keywords": [
   "performing-kubernetes-penetration-testing",
   "evaluates",
   "kubernetes",
   "cluster",
   "security",
   "actively",
   "simulating",
   "attacker",
   "techniques",
   "against"
  ]
 },
 {
  "name": "performing-lateral-movement-detection",
  "description": "Detects lateral movement techniques including Pass-the-Hash, PsExec, WMI execution, RDP pivoting, and SMB-based spreading by correlating Windows Security/Sysmon event logs, network flow data (NetFlow/Zeek), and endpoint telemetry in a SIEM, mapped to MITRE ATT&CK Lateral Movement (TA0008) techniques with sample SPL detection queries. Use when a SOC team needs to detect attackers pivoting between internal systems after initial compromise, trace an attacker's movement path during an incident investigation, or build detection engineering rules for TA0008; not for detecting initial access or external attacks.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-lateral-movement-detection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-lateral-movement-detection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a SOC team needs to detect attackers pivoting between internal systems after initial compromise.",
  "example_prompts": [
   "I need help with a SOC team needs to detect attackers pivoting between internal systems",
   "Walk me through performing lateral movement detection step by step",
   "What's the best way to approach performing lateral movement detection for my project?"
  ],
  "keywords": [
   "performing-lateral-movement-detection",
   "detects",
   "lateral",
   "movement",
   "techniques",
   "including",
   "pass-the-hash",
   "psexec",
   "wmi",
   "execution"
  ]
 },
 {
  "name": "performing-lateral-movement-with-wmiexec",
  "description": "Perform lateral movement across Windows networks using WMI-based remote execution techniques including Impacket wmiexec.py, CrackMapExec, and native WMI commands for stealthy post-exploitation during red team engagements.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-lateral-movement-with-wmiexec/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-lateral-movement-with-wmiexec/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for perform lateral movement across Windows networks using WMI-based remote execution techniques including Impacket wmiexec.py, CrackMapExec.",
  "example_prompts": [
   "Can you help me perform lateral movement across Windows networks using WMI-based remote execution techniques?",
   "Walk me through performing lateral movement with wmiexec step by step",
   "What's the best way to approach performing lateral movement with wmiexec for my project?"
  ],
  "keywords": [
   "performing-lateral-movement-with-wmiexec",
   "perform",
   "lateral",
   "movement",
   "across",
   "windows",
   "networks",
   "using",
   "wmi-based",
   "remote"
  ]
 },
 {
  "name": "performing-linux-log-forensics-investigation",
  "description": "Perform forensic investigation of Linux system logs including syslog, auth.log, systemd journal (via journalctl), kern.log, auditd, and application logs to reconstruct user sessions, identify unauthorized access and privilege escalation, trace lateral movement, and establish event timelines. Use when investigating a suspected compromise of a Linux system and needing to analyze SSH, sudo, cron, or kernel-level activity from plain-text or systemd journal logs.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-linux-log-forensics-investigation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-linux-log-forensics-investigation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating a suspected compromise of a Linux system and needing to analyze SSH, sudo, cron.",
  "example_prompts": [
   "Help me with investigating a suspected compromise of a Linux system and needing",
   "Walk me through performing linux log forensics investigation step by step",
   "What's the best way to approach performing linux log forensics investigation for my project?"
  ],
  "keywords": [
   "performing-linux-log-forensics-investigation",
   "perform",
   "forensic",
   "investigation",
   "linux",
   "system",
   "logs",
   "including",
   "syslog",
   "auth"
  ]
 },
 {
  "name": "performing-log-analysis-for-forensic-investigation",
  "description": "Collect, parse, and correlate system, application, and security logs to reconstruct events and establish timelines during forensic investigations.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-log-analysis-for-forensic-investigation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-log-analysis-for-forensic-investigation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for collect, parse, and correlate system, application, and security logs to reconstruct events and establish timelines during forensic.",
  "example_prompts": [
   "Can you help me collect, parse, and correlate system, application, and security logs to reconstruct?",
   "Walk me through performing log analysis for forensic investigation step by step",
   "What's the best way to approach performing log analysis for forensic investigation for my project?"
  ],
  "keywords": [
   "performing-log-analysis-for-forensic-investigation",
   "collect",
   "parse",
   "correlate",
   "system",
   "application",
   "security",
   "logs",
   "reconstruct",
   "events"
  ]
 },
 {
  "name": "performing-log-source-onboarding-in-siem",
  "description": "Perform structured log source onboarding into SIEM platforms (Splunk, Elastic, Sentinel, QRadar, or similar) by prioritizing sources with a tiered value framework, configuring collectors, building parsers, normalizing fields to a common schema (e.g. CIM), and validating data quality. Use when planning or executing the integration of new log sources — such as Active Directory, firewalls, EDR, VPN, DNS, or cloud audit logs — into a SIEM for security monitoring and detection.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-log-source-onboarding-in-siem/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-log-source-onboarding-in-siem/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're planning or executing the integration of new log sources — such as Active Directory, firewalls, EDR, VPN, DNS.",
  "example_prompts": [
   "Help me with planning or executing the integration of new log sources — such",
   "Walk me through performing log source onboarding in siem step by step",
   "What's the best way to approach performing log source onboarding in siem for my project?"
  ],
  "keywords": [
   "performing-log-source-onboarding-in-siem",
   "perform",
   "structured",
   "log",
   "source",
   "onboarding",
   "into",
   "siem",
   "platforms",
   "splunk"
  ]
 },
 {
  "name": "performing-malware-hash-enrichment-with-virustotal",
  "description": "Enrich malware file hashes (MD5, SHA-1, SHA-256) using the VirusTotal API v3 to retrieve multi-engine detection rates, sandbox behavioral analysis, YARA rule matches, related indicators, and community threat intelligence. Use during SOC triage, incident response, or threat intelligence workflows to validate whether a file hash is malicious and gather context for IOC enrichment.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-malware-hash-enrichment-with-virustotal/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-malware-hash-enrichment-with-virustotal/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for enrich malware file hashes using the VirusTotal API v3 to retrieve multi-engine detection rates, sandbox behavioral analysis.",
  "example_prompts": [
   "Can you help me enrich malware file hashes using the VirusTotal API v3 to retrieve?",
   "Walk me through performing malware hash enrichment with virustotal step by step",
   "What's the best way to approach performing malware hash enrichment with virustotal for my project?"
  ],
  "keywords": [
   "performing-malware-hash-enrichment-with-virustotal",
   "enrich",
   "malware",
   "file",
   "hashes",
   "md5",
   "sha-1",
   "sha-256",
   "using",
   "virustotal"
  ]
 },
 {
  "name": "performing-malware-ioc-extraction",
  "description": "Malware IOC extraction is the process of analyzing malicious software to identify actionable indicators of compromise including file hashes, network indicators (C2 domains, IP addresses, URLs), regist",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-malware-ioc-extraction/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-malware-ioc-extraction/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to malware IOC extraction is the process of analyzing malicious software to identify actionable indicators of compromise.",
  "example_prompts": [
   "Can you help me malware IOC extraction is the process of analyzing malicious software?",
   "Walk me through performing malware ioc extraction step by step",
   "What's the best way to approach performing malware ioc extraction for my project?"
  ],
  "keywords": [
   "performing-malware-ioc-extraction",
   "malware",
   "ioc",
   "extraction",
   "process",
   "analyzing",
   "malicious",
   "software",
   "identify",
   "actionable"
  ]
 },
 {
  "name": "performing-malware-persistence-investigation",
  "description": "Systematically investigate all persistence mechanisms on Windows and Linux systems to identify how malware survives reboots and maintains access.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-malware-persistence-investigation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-malware-persistence-investigation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for systematically investigate all persistence mechanisms on Windows and Linux systems to identify how malware survives reboots and maintains.",
  "example_prompts": [
   "Can you help me systematically investigate all persistence mechanisms on Windows and Linux systems?",
   "Walk me through performing malware persistence investigation step by step",
   "What's the best way to approach performing malware persistence investigation for my project?"
  ],
  "keywords": [
   "performing-malware-persistence-investigation",
   "systematically",
   "investigate",
   "all",
   "persistence",
   "mechanisms",
   "windows",
   "linux",
   "systems",
   "identify"
  ]
 },
 {
  "name": "performing-malware-triage-with-yara",
  "description": "Performs rapid malware triage and classification using YARA rules that match file patterns, strings, byte sequences, and structural characteristics against known malware families and suspicious indicators, covering rule writing, scanning, and integration into analysis pipelines. Use when classifying a batch of malware samples against known family signatures, writing detection rules for a newly analyzed malware family, or performing signature-based malware triage.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-malware-triage-with-yara/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-malware-triage-with-yara/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're classifying a batch of malware samples against known family signatures.",
  "example_prompts": [
   "Help me with classifying a batch of malware samples against known family signatures",
   "Walk me through performing malware triage with yara step by step",
   "What's the best way to approach performing malware triage with yara for my project?"
  ],
  "keywords": [
   "performing-malware-triage-with-yara",
   "performs",
   "rapid",
   "malware",
   "triage",
   "classification",
   "using",
   "yara",
   "rules",
   "match"
  ]
 },
 {
  "name": "performing-memory-forensics-with-volatility3-plugins",
  "description": "Analyze memory dumps using Volatility3 plugins to detect injected code, rootkits, credential theft, and malware artifacts in Windows, Linux, and macOS memory images.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-memory-forensics-with-volatility3-plugins/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-memory-forensics-with-volatility3-plugins/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to analyze memory dumps using Volatility3 plugins to detect injected code, rootkits, credential theft.",
  "example_prompts": [
   "Can you help me analyze memory dumps using Volatility3 plugins to detect injected code, rootkits?",
   "Walk me through performing memory forensics with volatility3 plugins step by step",
   "What's the best way to approach performing memory forensics with volatility3 plugins for my project?"
  ],
  "keywords": [
   "performing-memory-forensics-with-volatility3-plugins",
   "analyze",
   "memory",
   "dumps",
   "using",
   "volatility3",
   "plugins",
   "detect",
   "injected",
   "code"
  ]
 },
 {
  "name": "performing-memory-forensics-with-volatility3",
  "description": "Analyze volatile memory (RAM) dumps using the Volatility 3 framework to extract running processes, network connections, loaded modules, credentials, and encryption keys, and to detect process hollowing, DLL injection, or hidden processes/rootkits. Use during incident response on a compromised or suspect system when disk-based forensics alone is insufficient and volatile evidence of malware or intrusion must be recovered from memory.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-memory-forensics-with-volatility3/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-memory-forensics-with-volatility3/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to analyze volatile memory dumps using the Volatility 3 framework to extract running processes, network connections.",
  "example_prompts": [
   "Can you help me analyze volatile memory dumps using the Volatility 3 framework to extract?",
   "Walk me through performing memory forensics with volatility3 step by step",
   "What's the best way to approach performing memory forensics with volatility3 for my project?"
  ],
  "keywords": [
   "performing-memory-forensics-with-volatility3",
   "analyze",
   "volatile",
   "memory",
   "ram",
   "dumps",
   "using",
   "volatility",
   "framework",
   "extract"
  ]
 },
 {
  "name": "performing-mobile-app-certificate-pinning-bypass",
  "description": "Bypasses SSL/TLS certificate pinning implementations in Android and iOS applications to enable traffic interception during authorized security assessments. Covers OkHttp, TrustManager, NSURLSession, and third-party pinning library bypass techniques using Frida, Objection, and custom scripts. Activates for requests involving certificate pinning bypass, SSL pinning defeat, mobile TLS interception, or proxy-resistant app testing.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-mobile-app-certificate-pinning-bypass/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-mobile-app-certificate-pinning-bypass/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to bypass SSL/TLS certificate pinning implementations in Android and iOS applications to enable traffic interception during.",
  "example_prompts": [
   "Can you help me bypass SSL/TLS certificate pinning implementations in Android and iOS applications?",
   "Walk me through performing mobile app certificate pinning bypass step by step",
   "What's the best way to approach performing mobile app certificate pinning bypass for my project?"
  ],
  "keywords": [
   "performing-mobile-app-certificate-pinning-bypass",
   "bypasses",
   "ssl",
   "tls",
   "certificate",
   "pinning",
   "implementations",
   "android",
   "ios",
   "applications"
  ]
 },
 {
  "name": "performing-mobile-device-forensics-with-cellebrite",
  "description": "Acquire and analyze mobile device data using Cellebrite UFED Touch/4PC, UFED Physical Analyzer, and open-source alternatives (ALEAPP, iLEAPP, MEAT, libimobiledevice) to extract communications, call logs, location data, and application artifacts. Use when extracting or recovering deleted evidence from smartphones or tablets during criminal, corporate, or employee-misuse investigations.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-mobile-device-forensics-with-cellebrite/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-mobile-device-forensics-with-cellebrite/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're extracting or recovering deleted evidence from smartphones or tablets during criminal, corporate, or employee-misuse investigations.",
  "example_prompts": [
   "Help me with extracting or recovering deleted evidence from smartphones or tablets during criminal",
   "Walk me through performing mobile device forensics with cellebrite step by step",
   "What's the best way to approach performing mobile device forensics with cellebrite for my project?"
  ],
  "keywords": [
   "performing-mobile-device-forensics-with-cellebrite",
   "acquire",
   "analyze",
   "mobile",
   "device",
   "data",
   "using",
   "cellebrite",
   "ufed",
   "touch"
  ]
 },
 {
  "name": "performing-network-forensics-with-wireshark",
  "description": "Capture and analyze network traffic using Wireshark and tshark to reconstruct network events from PCAP/PCAPNG files, extract transferred files and credentials, and identify command-and-control communications. Use when analyzing captured traffic from a security incident, reconstructing data exfiltration, or finding network indicators of compromise during malware analysis.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-network-forensics-with-wireshark/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-network-forensics-with-wireshark/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're analyzing captured traffic from a security incident, reconstructing data exfiltration.",
  "example_prompts": [
   "Help me with analyzing captured traffic from a security incident, reconstructing data exfiltration",
   "Walk me through performing network forensics with wireshark step by step",
   "What's the best way to approach performing network forensics with wireshark for my project?"
  ],
  "keywords": [
   "performing-network-forensics-with-wireshark",
   "capture",
   "analyze",
   "network",
   "traffic",
   "using",
   "wireshark",
   "tshark",
   "reconstruct",
   "events"
  ]
 },
 {
  "name": "performing-network-packet-capture-analysis",
  "description": "Perform forensic analysis of network packet captures (PCAP/PCAPNG) using Wireshark, tshark, and tcpdump to reconstruct network communications, extract transferred files, identify malicious traffic, and establish evidence of data exfiltration or command-and-control activity. Use when a PCAP file from an incident needs to be examined to prove lateral movement, malware delivery, or unauthorized access.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-network-packet-capture-analysis/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-network-packet-capture-analysis/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a PCAP file from an incident needs to be examined to prove lateral movement, malware delivery, or unauthorized access.",
  "example_prompts": [
   "I need help with a PCAP file from an incident needs to be examined",
   "Walk me through performing network packet capture analysis step by step",
   "What's the best way to approach performing network packet capture analysis for my project?"
  ],
  "keywords": [
   "performing-network-packet-capture-analysis",
   "perform",
   "forensic",
   "analysis",
   "network",
   "packet",
   "captures",
   "pcap",
   "pcapng",
   "using"
  ]
 },
 {
  "name": "performing-network-traffic-analysis-with-tshark",
  "description": "Automate network traffic analysis using tshark (Wireshark CLI) and pyshark to compute protocol distribution statistics, detect suspicious flows such as port scans and beaconing, extract IOCs (IPs, domains, URLs), and identify DNS tunneling patterns from PCAP files. Use when scripted or repeatable analysis of packet captures is needed rather than interactive inspection.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-network-traffic-analysis-with-tshark/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-network-traffic-analysis-with-tshark/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to scripted or repeatable analysis of packet captures is needed rather than interactive inspection.",
  "example_prompts": [
   "Can you help me scripted or repeatable analysis of packet captures is needed rather than?",
   "Walk me through performing network traffic analysis with tshark step by step",
   "What's the best way to approach performing network traffic analysis with tshark for my project?"
  ],
  "keywords": [
   "performing-network-traffic-analysis-with-tshark",
   "automate",
   "network",
   "traffic",
   "analysis",
   "using",
   "tshark",
   "wireshark",
   "cli",
   "pyshark"
  ]
 },
 {
  "name": "performing-network-traffic-analysis-with-zeek",
  "description": "Deploy Zeek (formerly Bro) as a passive network security monitor to generate structured logs of protocol metadata (HTTP, DNS, TLS, SSH, SMTP, FTP, and more), write custom detection scripts, and integrate outputs with SIEM platforms. Use when standing up continuous, high-fidelity network traffic monitoring for threat detection, anomaly identification, or forensic investigation beyond what raw PCAP analysis provides.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-network-traffic-analysis-with-zeek/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-network-traffic-analysis-with-zeek/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're standing up continuous, high-fidelity network traffic monitoring for threat detection, anomaly identification.",
  "example_prompts": [
   "Help me with standing up continuous, high-fidelity network traffic monitoring for threat detection, anomaly",
   "Walk me through performing network traffic analysis with zeek step by step",
   "What's the best way to approach performing network traffic analysis with zeek for my project?"
  ],
  "keywords": [
   "performing-network-traffic-analysis-with-zeek",
   "deploy",
   "zeek",
   "formerly",
   "bro",
   "passive",
   "network",
   "security",
   "monitor",
   "generate"
  ]
 },
 {
  "name": "performing-nist-csf-maturity-assessment",
  "description": "Conduct a NIST Cybersecurity Framework (CSF) 2.0 maturity assessment across the six core Functions (Govern, Identify, Protect, Detect, Respond, Recover), scoring organizational posture against the four Implementation Tiers (Partial, Risk-Informed, Repeatable, Adaptive) and producing an improvement roadmap. Use when benchmarking an organization's cybersecurity program maturity or preparing a CSF-based gap analysis and remediation plan.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-nist-csf-maturity-assessment/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-nist-csf-maturity-assessment/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're benchmarking an organization's cybersecurity program maturity or preparing a CSF-based gap analysis and remediation plan.",
  "example_prompts": [
   "Help me with benchmarking an organization's cybersecurity program maturity or preparing a CSF-based gap",
   "Walk me through performing nist csf maturity assessment step by step",
   "What's the best way to approach performing nist csf maturity assessment for my project?"
  ],
  "keywords": [
   "performing-nist-csf-maturity-assessment",
   "conduct",
   "nist",
   "cybersecurity",
   "framework",
   "csf",
   "maturity",
   "assessment",
   "across",
   "six"
  ]
 },
 {
  "name": "performing-oauth-scope-minimization-review",
  "description": "Performs OAuth 2.0 scope minimization review to identify over-permissioned third-party application integrations, excessive API scopes, unused token grants, and risky OAuth consent patterns across identity providers and SaaS platforms. Activates for requests involving OAuth scope audit, API permission review, third-party app risk assessment, or consent grant minimization.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-oauth-scope-minimization-review/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-oauth-scope-minimization-review/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to perform OAuth 2.0 scope minimization review to identify over-permissioned third-party application integrations.",
  "example_prompts": [
   "Can you help me perform OAuth 2.0 scope minimization review to identify over-permissioned third-party application?",
   "Walk me through performing oauth scope minimization review step by step",
   "What's the best way to approach performing oauth scope minimization review for my project?"
  ],
  "keywords": [
   "performing-oauth-scope-minimization-review",
   "performs",
   "oauth",
   "scope",
   "minimization",
   "review",
   "identify",
   "over-permissioned",
   "third-party",
   "application"
  ]
 },
 {
  "name": "performing-oil-gas-cybersecurity-assessment",
  "description": "Conduct cybersecurity assessments of upstream, midstream, and downstream oil and gas operations, covering pipeline SCADA, refinery DCS, safety instrumented systems, and remote wellhead RTUs, and evaluate compliance with API 1164, TSA Pipeline Security Directives, and IEC 62443. Use when assessing a refinery, pipeline, or production facility or preparing for TSA/API compliance audits; not for IT-only or purely physical-security assessments.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-oil-gas-cybersecurity-assessment/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-oil-gas-cybersecurity-assessment/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're assessing a refinery, pipeline, or production facility or preparing for TSA/API compliance audits.",
  "example_prompts": [
   "Help me with assessing a refinery, pipeline, or production facility or preparing for TSA/API",
   "Walk me through performing oil gas cybersecurity assessment step by step",
   "What's the best way to approach performing oil gas cybersecurity assessment for my project?"
  ],
  "keywords": [
   "performing-oil-gas-cybersecurity-assessment",
   "conduct",
   "cybersecurity",
   "assessments",
   "upstream",
   "midstream",
   "downstream",
   "oil",
   "gas",
   "operations"
  ]
 },
 {
  "name": "performing-open-source-intelligence-gathering",
  "description": "Open Source Intelligence (OSINT) gathering is the first active phase of a red team engagement, where operators collect publicly available information about the target organization to identify attack s",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-open-source-intelligence-gathering/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-open-source-intelligence-gathering/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to open Source Intelligence gathering is the first active phase of a red team engagement.",
  "example_prompts": [
   "Can you help me open Source Intelligence gathering is the first active phase of?",
   "Walk me through performing open source intelligence gathering step by step",
   "What's the best way to approach performing open source intelligence gathering for my project?"
  ],
  "keywords": [
   "performing-open-source-intelligence-gathering",
   "open",
   "source",
   "intelligence",
   "osint",
   "gathering",
   "first",
   "active",
   "phase",
   "red"
  ]
 },
 {
  "name": "performing-osint-with-spiderfoot",
  "description": "Automate OSINT collection with the SpiderFoot REST API and CLI (sf.py/spiderfoot-cli) across 200+ modules, selecting scan modes (footprint, investigate, passive) and parsing results for domains, IPs, emails, leaked credentials, and DNS records into a target intelligence profile. Use when mapping an organization's attack surface or profiling a target for threat intelligence.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-osint-with-spiderfoot/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-osint-with-spiderfoot/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're mapping an organization's attack surface or profiling a target for threat intelligence.",
  "example_prompts": [
   "Help me with mapping an organization's attack surface or profiling a target for threat",
   "Walk me through performing osint with spiderfoot step by step",
   "What's the best way to approach performing osint with spiderfoot for my project?"
  ],
  "keywords": [
   "performing-osint-with-spiderfoot",
   "automate",
   "osint",
   "collection",
   "spiderfoot",
   "rest",
   "api",
   "cli",
   "spiderfoot-cli",
   "across"
  ]
 },
 {
  "name": "performing-ot-network-security-assessment",
  "description": "This skill covers conducting comprehensive security assessments of Operational Technology (OT) networks including SCADA systems, DCS architectures, and industrial control system communication paths. It addresses the Purdue Reference Model layers, identifies IT/OT convergence risks, evaluates firewall rules between zones, and maps industrial protocol traffic (Modbus, DNP3, OPC UA, EtherNet/IP) to detect misconfigurations, unauthorized connections, and attack surfaces in critical infrastructure.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-ot-network-security-assessment/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-ot-network-security-assessment/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to cover conducting comprehensive security assessments of Operational Technology networks including SCADA systems.",
  "example_prompts": [
   "Can you help me cover conducting comprehensive security assessments of Operational Technology networks including SCADA?",
   "Walk me through performing ot network security assessment step by step",
   "What's the best way to approach performing ot network security assessment for my project?"
  ],
  "keywords": [
   "performing-ot-network-security-assessment",
   "covers",
   "conducting",
   "comprehensive",
   "security",
   "assessments",
   "operational",
   "technology",
   "networks",
   "including"
  ]
 },
 {
  "name": "performing-ot-vulnerability-assessment-with-claroty",
  "description": "Perform OT vulnerability assessments using the Claroty xDome platform for asset discovery, risk scoring, and vulnerability correlation, combining passive traffic-based identification and active safe device querying with CVE/ICS-CERT advisory correlation for remediation prioritization. Use for scheduled IEC 62443 or NERC CIP OT vulnerability assessments, initial xDome deployment, or generating CIP-010-4 compliance evidence; not for active PLC scanning or penetration testing.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-ot-vulnerability-assessment-with-claroty/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-ot-vulnerability-assessment-with-claroty/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to scheduled IEC 62443 or NERC CIP OT vulnerability assessments, initial xDome deployment.",
  "example_prompts": [
   "Can you help me scheduled IEC 62443 or NERC CIP OT vulnerability assessments, initial xDome?",
   "Walk me through performing ot vulnerability assessment with claroty step by step",
   "What's the best way to approach performing ot vulnerability assessment with claroty for my project?"
  ],
  "keywords": [
   "performing-ot-vulnerability-assessment-with-claroty",
   "perform",
   "vulnerability",
   "assessments",
   "using",
   "claroty",
   "xdome",
   "platform",
   "asset",
   "discovery"
  ]
 },
 {
  "name": "performing-ot-vulnerability-scanning-safely",
  "description": "Perform vulnerability scanning in OT/ICS environments safely using passive monitoring, native protocol queries, and carefully controlled active scanning with Tenable OT Security to identify vulnerabilities without disrupting industrial processes or crashing legacy controllers.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-ot-vulnerability-scanning-safely/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-ot-vulnerability-scanning-safely/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for perform vulnerability scanning in OT/ICS environments safely using passive monitoring, native protocol queries.",
  "example_prompts": [
   "Can you help me perform vulnerability scanning in OT/ICS environments safely using passive monitoring, native?",
   "Walk me through performing ot vulnerability scanning safely step by step",
   "What's the best way to approach performing ot vulnerability scanning safely for my project?"
  ],
  "keywords": [
   "performing-ot-vulnerability-scanning-safely",
   "perform",
   "vulnerability",
   "scanning",
   "ics",
   "environments",
   "safely",
   "using",
   "passive",
   "monitoring"
  ]
 },
 {
  "name": "performing-packet-injection-attack",
  "description": "Crafts and injects custom network packets using Scapy, hping3, and Nemesis during authorized security assessments to test firewall rules, IDS detection, protocol handling, and network stack resilience against malformed and spoofed traffic.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-packet-injection-attack/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-packet-injection-attack/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to craft and injects custom network packets using Scapy, hping3.",
  "example_prompts": [
   "Can you help me craft and injects custom network packets using Scapy, hping3?",
   "Walk me through performing packet injection attack step by step",
   "What's the best way to approach performing packet injection attack for my project?"
  ],
  "keywords": [
   "performing-packet-injection-attack",
   "crafts",
   "injects",
   "custom",
   "network",
   "packets",
   "using",
   "scapy",
   "hping3",
   "nemesis"
  ]
 },
 {
  "name": "performing-paste-site-monitoring-for-credentials",
  "description": "Monitor paste sites like Pastebin and GitHub Gists for leaked credentials, API keys, and sensitive data dumps using automated scraping and keyword matching to detect breaches early.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-paste-site-monitoring-for-credentials/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-paste-site-monitoring-for-credentials/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for monitor paste sites like Pastebin and GitHub Gists for leaked credentials, API keys, and sensitive data dumps using automated scraping.",
  "example_prompts": [
   "Can you help me monitor paste sites like Pastebin and GitHub Gists for leaked credentials?",
   "Walk me through performing paste site monitoring for credentials step by step",
   "What's the best way to approach performing paste site monitoring for credentials for my project?"
  ],
  "keywords": [
   "performing-paste-site-monitoring-for-credentials",
   "monitor",
   "paste",
   "sites",
   "pastebin",
   "github",
   "gists",
   "leaked",
   "credentials",
   "api"
  ]
 },
 {
  "name": "performing-phishing-simulation-with-gophish",
  "description": "Deploy and run authorized phishing awareness campaigns with GoPhish, covering admin panel setup, SMTP sending profiles, email template and landing page creation, target user groups, and campaign reporting to measure click and credential-submission rates. Use when planning or executing a phishing simulation for employee security-awareness testing or measuring susceptibility to social engineering.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-phishing-simulation-with-gophish/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-phishing-simulation-with-gophish/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're planning or executing a phishing simulation for employee security-awareness testing.",
  "example_prompts": [
   "Help me with planning or executing a phishing simulation for employee security-awareness testing",
   "Walk me through performing phishing simulation with gophish step by step",
   "What's the best way to approach performing phishing simulation with gophish for my project?"
  ],
  "keywords": [
   "performing-phishing-simulation-with-gophish",
   "deploy",
   "run",
   "authorized",
   "phishing",
   "awareness",
   "campaigns",
   "gophish",
   "covering",
   "admin"
  ]
 },
 {
  "name": "performing-physical-intrusion-assessment",
  "description": "Conduct authorized physical penetration testing against facilities, server rooms, and restricted areas using tailgating, RFID badge cloning, lock bypassing, rogue network device deployment, and security-guard procedure testing. Use as part of a full-scope red team engagement to evaluate physical security controls and their path to network access, always under signed client authorization.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-physical-intrusion-assessment/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-physical-intrusion-assessment/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to conduct authorized physical penetration testing against facilities, server rooms, and restricted areas using tailgating.",
  "example_prompts": [
   "Can you help me conduct authorized physical penetration testing against facilities, server rooms, and restricted?",
   "Walk me through performing physical intrusion assessment step by step",
   "What's the best way to approach performing physical intrusion assessment for my project?"
  ],
  "keywords": [
   "performing-physical-intrusion-assessment",
   "conduct",
   "authorized",
   "physical",
   "penetration",
   "testing",
   "against",
   "facilities",
   "server",
   "rooms"
  ]
 },
 {
  "name": "performing-plc-firmware-security-analysis",
  "description": "This skill covers analyzing Programmable Logic Controller (PLC) firmware for security vulnerabilities including hardcoded credentials, insecure update mechanisms, backdoor functions, memory corruption flaws, and undocumented debug interfaces. It addresses firmware extraction from common PLC platforms (Siemens S7, Allen-Bradley, Schneider Modicon), static analysis of firmware images, dynamic analysis in emulated environments, and comparison against known-good baselines to detect tampering.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-plc-firmware-security-analysis/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-plc-firmware-security-analysis/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to cover analyzing Programmable Logic Controller firmware for security vulnerabilities including hardcoded credentials.",
  "example_prompts": [
   "Can you help me cover analyzing Programmable Logic Controller firmware for security vulnerabilities including hardcoded?",
   "Walk me through performing plc firmware security analysis step by step",
   "What's the best way to approach performing plc firmware security analysis for my project?"
  ],
  "keywords": [
   "performing-plc-firmware-security-analysis",
   "covers",
   "analyzing",
   "programmable",
   "logic",
   "controller",
   "plc",
   "firmware",
   "security",
   "vulnerabilities"
  ]
 },
 {
  "name": "performing-post-quantum-cryptography-migration",
  "description": "Assesses organizational readiness for post-quantum cryptography migration per NIST FIPS 203/204/205 standards. Performs cryptographic inventory scanning to identify quantum-vulnerable algorithms (RSA, ECDH, ECDSA), evaluates hybrid TLS configurations with X25519MLKEM768, and validates CRYSTALS-Kyber (ML-KEM) and CRYSTALS-Dilithium (ML-DSA) readiness. Implements crypto-agility assessment using oqs-provider for OpenSSL. Use when planning or executing the transition from classical to post-quantum cryptographic algorithms across enterprise infrastructure.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-post-quantum-cryptography-migration/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-post-quantum-cryptography-migration/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're planning or executing the transition from classical to post-quantum cryptographic algorithms across enterprise infrastructure.",
  "example_prompts": [
   "Help me with planning or executing the transition from classical to post-quantum cryptographic algorithms",
   "Walk me through performing post quantum cryptography migration step by step",
   "What's the best way to approach performing post quantum cryptography migration for my project?"
  ],
  "keywords": [
   "performing-post-quantum-cryptography-migration",
   "assesses",
   "organizational",
   "readiness",
   "post-quantum",
   "cryptography",
   "migration",
   "per",
   "nist",
   "fips"
  ]
 },
 {
  "name": "performing-power-grid-cybersecurity-assessment",
  "description": "Conduct cybersecurity assessments of power grid infrastructure spanning generation, transmission substations, distribution, and EMS control centers, covering NERC CIP compliance verification, IEC 61850 (GOOSE/MMS) substation protocol analysis, and synchrophasor (PMU) network security against threats like Industroyer/CrashOverride. Use for periodic NERC CIP assessments, substation automation or EMS/SCADA security reviews, or regional entity compliance audits; not for non-BES systems or generic OT assessments without power grid specifics.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-power-grid-cybersecurity-assessment/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-power-grid-cybersecurity-assessment/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to periodic NERC CIP assessments, substation automation or EMS/SCADA security reviews, or regional entity compliance audits.",
  "example_prompts": [
   "Can you help me periodic NERC CIP assessments, substation automation or EMS/SCADA security reviews?",
   "Walk me through performing power grid cybersecurity assessment step by step",
   "What's the best way to approach performing power grid cybersecurity assessment for my project?"
  ],
  "keywords": [
   "performing-power-grid-cybersecurity-assessment",
   "conduct",
   "cybersecurity",
   "assessments",
   "power",
   "grid",
   "infrastructure",
   "spanning",
   "generation",
   "transmission"
  ]
 },
 {
  "name": "performing-privacy-impact-assessment",
  "description": "Automates the Privacy Impact Assessment (PIA) workflow including data flow mapping, privacy risk scoring matrices, GDPR Article 35 DPIA and CCPA/CPRA alignment checks, data inventory cataloging, and remediation tracking. Implements the NIST Privacy Framework PRAM methodology and ICO DPIA guidance for systematic identification and mitigation of privacy risks across processing activities. Use when conducting privacy assessments for new systems, evaluating regulatory compliance posture, or building automated privacy governance programs.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-privacy-impact-assessment/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-privacy-impact-assessment/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're conducting privacy assessments for new systems, evaluating regulatory compliance posture.",
  "example_prompts": [
   "Help me with conducting privacy assessments for new systems, evaluating regulatory compliance posture",
   "Walk me through performing privacy impact assessment step by step",
   "What's the best way to approach performing privacy impact assessment for my project?"
  ],
  "keywords": [
   "performing-privacy-impact-assessment",
   "automates",
   "privacy",
   "impact",
   "assessment",
   "pia",
   "workflow",
   "including",
   "data",
   "flow"
  ]
 },
 {
  "name": "performing-privilege-escalation-assessment",
  "description": "Performs privilege escalation assessments on compromised Linux and Windows systems to identify paths from low-privilege access to root or SYSTEM-level control. The tester enumerates misconfigurations, vulnerable services, kernel exploits, SUID binaries, unquoted service paths, and credential stores to demonstrate the full impact of an initial compromise. Activates for requests involving privilege escalation testing, local exploitation, post-compromise escalation, or OS-level security assessment.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-privilege-escalation-assessment/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-privilege-escalation-assessment/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to perform privilege escalation assessments on compromised Linux and Windows systems to identify paths from low-privilege access.",
  "example_prompts": [
   "Can you help me perform privilege escalation assessments on compromised Linux and Windows systems?",
   "Walk me through performing privilege escalation assessment step by step",
   "What's the best way to approach performing privilege escalation assessment for my project?"
  ],
  "keywords": [
   "performing-privilege-escalation-assessment",
   "performs",
   "privilege",
   "escalation",
   "assessments",
   "compromised",
   "linux",
   "windows",
   "systems",
   "identify"
  ]
 },
 {
  "name": "performing-privilege-escalation-on-linux",
  "description": "Guides manual enumeration and automated tooling to escalate from a low-privilege Linux user to root by exploiting misconfigurations, vulnerable services, kernel exploits, and weak permissions, mapped to MITRE ATT&CK. Use during authorized red team engagements or penetration tests once initial low-privilege access on a Linux host is obtained and root-level access is needed.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-privilege-escalation-on-linux/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-privilege-escalation-on-linux/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to be guided to manual enumeration and automated tooling to escalate from a low-privilege Linux user to root by exploiting.",
  "example_prompts": [
   "Can you help me be guided to manual enumeration and automated tooling to escalate from?",
   "Walk me through performing privilege escalation on linux step by step",
   "What's the best way to approach performing privilege escalation on linux for my project?"
  ],
  "keywords": [
   "performing-privilege-escalation-on-linux",
   "guides",
   "manual",
   "enumeration",
   "automated",
   "tooling",
   "escalate",
   "low-privilege",
   "linux",
   "root"
  ]
 },
 {
  "name": "performing-privileged-account-access-review",
  "description": "Conducts systematic reviews of privileged accounts to validate access rights, identify excessive or stale permissions, and enforce least privilege across PAM infrastructure. Use when auditing privileged access for compliance, periodic access recertification, or investigating whether privileged entitlements are still justified.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-privileged-account-access-review/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-privileged-account-access-review/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're auditing privileged access for compliance, periodic access recertification.",
  "example_prompts": [
   "Help me with auditing privileged access for compliance, periodic access recertification",
   "Walk me through performing privileged account access review step by step",
   "What's the best way to approach performing privileged account access review for my project?"
  ],
  "keywords": [
   "performing-privileged-account-access-review",
   "conducts",
   "systematic",
   "reviews",
   "privileged",
   "accounts",
   "validate",
   "access",
   "rights",
   "identify"
  ]
 },
 {
  "name": "performing-privileged-account-discovery",
  "description": "Discovers and inventories privileged accounts across enterprise infrastructure, including domain admins, local admins, service accounts, database admins, cloud IAM roles, and application admin accounts, using automated scanning and risk classification. Use when building a privileged account inventory, onboarding accounts to a PAM solution, or scoping which accounts need privileged-access controls.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-privileged-account-discovery/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-privileged-account-discovery/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building a privileged account inventory, onboarding accounts to a PAM solution.",
  "example_prompts": [
   "Help me with building a privileged account inventory, onboarding accounts to a PAM solution",
   "Walk me through performing privileged account discovery step by step",
   "What's the best way to approach performing privileged account discovery for my project?"
  ],
  "keywords": [
   "performing-privileged-account-discovery",
   "discovers",
   "inventories",
   "privileged",
   "accounts",
   "across",
   "enterprise",
   "infrastructure",
   "including",
   "domain"
  ]
 },
 {
  "name": "performing-purple-team-atomic-testing",
  "description": "Executes Atomic Red Team tests mapped to MITRE ATT&CK via Invoke-AtomicRedTeam PowerShell, generates ATT&CK Navigator coverage heatmaps, correlates results against Sigma rules, and runs detection validation loops to measure blue team visibility. Use for purple team exercises, atomic test execution, ATT&CK coverage assessment, or detection engineering validation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-purple-team-atomic-testing/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-purple-team-atomic-testing/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to purple team exercises, atomic test execution, ATT&CK coverage assessment, or detection engineering validation.",
  "example_prompts": [
   "Can you help me purple team exercises, atomic test execution, ATT&CK coverage assessment, or detection?",
   "Walk me through performing purple team atomic testing step by step",
   "What's the best way to approach performing purple team atomic testing for my project?"
  ],
  "keywords": [
   "performing-purple-team-atomic-testing",
   "executes",
   "atomic",
   "red",
   "team",
   "tests",
   "mapped",
   "mitre",
   "att",
   "via"
  ]
 },
 {
  "name": "performing-purple-team-exercise",
  "description": "Performs purple team exercises by coordinating red team adversary emulation with blue team detection validation using MITRE ATT&CK-mapped attack scenarios, real-time detection testing, and collaborative gap remediation. Use when SOC teams need to validate detection capabilities, improve analyst skills, and close detection gaps through structured offensive-defensive collaboration.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-purple-team-exercise/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-purple-team-exercise/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1OC teams need to validate detection capabilities, improve analyst skills.",
  "example_prompts": [
   "I need help with \\1OC teams need to validate detection capabilities, improve analyst skills",
   "Walk me through performing purple team exercise step by step",
   "What's the best way to approach performing purple team exercise for my project?"
  ],
  "keywords": [
   "performing-purple-team-exercise",
   "performs",
   "purple",
   "team",
   "exercises",
   "coordinating",
   "red",
   "adversary",
   "emulation",
   "blue"
  ]
 },
 {
  "name": "performing-ransomware-response",
  "description": "Executes a structured ransomware incident response from detection through containment, forensic analysis, decryption assessment, recovery, and post-incident hardening, covering ransom negotiation, backup integrity verification, and regulatory notification. Use when actively responding to a ransomware outbreak or crypto-ransomware infection, or deciding on ransom payment and containment steps.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-ransomware-response/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-ransomware-response/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to actively responding to a ransomware outbreak or crypto-ransomware infection.",
  "example_prompts": [
   "Can you help me actively responding to a ransomware outbreak or crypto-ransomware infection?",
   "Walk me through performing ransomware response step by step",
   "What's the best way to approach performing ransomware response for my project?"
  ],
  "keywords": [
   "performing-ransomware-response",
   "executes",
   "structured",
   "ransomware",
   "incident",
   "response",
   "detection",
   "through",
   "containment",
   "forensic"
  ]
 },
 {
  "name": "performing-ransomware-tabletop-exercise",
  "description": "Plans and facilitates tabletop exercises simulating ransomware incidents, using realistic scenarios based on threat actors like LockBit and ALPHV/BlackCat with injects covering double extortion and backup destruction, then evaluates responses against NIST CSF and CISA guidelines. Use when planning or running a ransomware tabletop exercise or incident response readiness drill.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-ransomware-tabletop-exercise/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-ransomware-tabletop-exercise/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're planning or running a ransomware tabletop exercise or incident response readiness drill.",
  "example_prompts": [
   "Help me with planning or running a ransomware tabletop exercise or incident response readiness",
   "Walk me through performing ransomware tabletop exercise step by step",
   "What's the best way to approach performing ransomware tabletop exercise for my project?"
  ],
  "keywords": [
   "performing-ransomware-tabletop-exercise",
   "plans",
   "facilitates",
   "tabletop",
   "exercises",
   "simulating",
   "ransomware",
   "incidents",
   "using",
   "realistic"
  ]
 },
 {
  "name": "performing-red-team-phishing-with-gophish",
  "description": "Automates GoPhish phishing simulation campaigns using the Python gophish library, creating email templates with tracking pixels, configuring SMTP sending profiles, building target groups from CSV, launching campaigns, and analyzing results such as open rates, click rates, and credential submission statistics. Use when running an authorized phishing simulation or security awareness assessment via GoPhish.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-red-team-phishing-with-gophish/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-red-team-phishing-with-gophish/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're running an authorized phishing simulation or security awareness assessment via GoPhish.",
  "example_prompts": [
   "Help me with running an authorized phishing simulation or security awareness assessment via GoPhish",
   "Walk me through performing red team phishing with gophish step by step",
   "What's the best way to approach performing red team phishing with gophish for my project?"
  ],
  "keywords": [
   "performing-red-team-phishing-with-gophish",
   "automates",
   "gophish",
   "phishing",
   "simulation",
   "campaigns",
   "using",
   "python",
   "library",
   "creating"
  ]
 },
 {
  "name": "performing-red-team-with-covenant",
  "description": "Conducts red team operations using the Covenant C2 framework for authorized adversary simulation, covering listener setup, grunt deployment, task execution, and lateral movement tracking. Use when standing up or operating a Covenant command-and-control server for an authorized red team engagement.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-red-team-with-covenant/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-red-team-with-covenant/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're standing up or operating a Covenant command-and-control server for an authorized red team engagement.",
  "example_prompts": [
   "Help me with standing up or operating a Covenant command-and-control server for an authorized",
   "Walk me through performing red team with covenant step by step",
   "What's the best way to approach performing red team with covenant for my project?"
  ],
  "keywords": [
   "performing-red-team-with-covenant",
   "conducts",
   "red",
   "team",
   "operations",
   "using",
   "covenant",
   "framework",
   "authorized",
   "adversary"
  ]
 },
 {
  "name": "performing-s7comm-protocol-security-analysis",
  "description": "Perform security analysis of Siemens S7comm and S7CommPlus protocols used by SIMATIC S7 PLCs to identify vulnerabilities including replay attacks, integrity bypass, unauthorized CPU stop commands, and program download manipulation exploiting weaknesses in S7-300, S7-400, S7-1200, and S7-1500 controllers.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-s7comm-protocol-security-analysis/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-s7comm-protocol-security-analysis/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for perform security analysis of Siemens S7comm and S7CommPlus protocols used by SIMATIC S7 PLCs to identify vulnerabilities including replay.",
  "example_prompts": [
   "Can you help me perform security analysis of Siemens S7comm and S7CommPlus protocols used?",
   "Walk me through performing s7comm protocol security analysis step by step",
   "What's the best way to approach performing s7comm protocol security analysis for my project?"
  ],
  "keywords": [
   "performing-s7comm-protocol-security-analysis",
   "perform",
   "security",
   "analysis",
   "siemens",
   "s7comm",
   "s7commplus",
   "protocols",
   "used",
   "simatic"
  ]
 },
 {
  "name": "performing-sca-dependency-scanning-with-snyk",
  "description": "This skill covers implementing Software Composition Analysis (SCA) using Snyk to detect vulnerable open-source dependencies in CI/CD pipelines. It addresses scanning package manifests and lockfiles, automated fix pull request generation, license compliance checking, continuous monitoring of deployed applications, and integration with GitHub, GitLab, and Jenkins pipelines.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-sca-dependency-scanning-with-snyk/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-sca-dependency-scanning-with-snyk/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to cover implementing Software Composition Analysis using Snyk to detect vulnerable open-source dependencies in CI/CD pipelines.",
  "example_prompts": [
   "Can you help me cover implementing Software Composition Analysis using Snyk to detect vulnerable open-source?",
   "Walk me through performing sca dependency scanning with snyk step by step",
   "What's the best way to approach performing sca dependency scanning with snyk for my project?"
  ],
  "keywords": [
   "performing-sca-dependency-scanning-with-snyk",
   "covers",
   "implementing",
   "software",
   "composition",
   "analysis",
   "sca",
   "using",
   "snyk",
   "detect"
  ]
 },
 {
  "name": "performing-scada-hmi-security-assessment",
  "description": "Perform security assessments of SCADA Human-Machine Interface (HMI) systems to identify vulnerabilities in web-based HMIs, thin-client configurations, authentication mechanisms, and communication channels between HMI and PLCs, aligned with IEC 62443 and NIST SP 800-82 guidelines.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-scada-hmi-security-assessment/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-scada-hmi-security-assessment/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for perform security assessments of SCADA Human-Machine Interface systems to identify vulnerabilities in web-based HMIs.",
  "example_prompts": [
   "Can you help me perform security assessments of SCADA Human-Machine Interface systems to identify vulnerabilities?",
   "Walk me through performing scada hmi security assessment step by step",
   "What's the best way to approach performing scada hmi security assessment for my project?"
  ],
  "keywords": [
   "performing-scada-hmi-security-assessment",
   "perform",
   "security",
   "assessments",
   "scada",
   "human-machine",
   "interface",
   "hmi",
   "systems",
   "identify"
  ]
 },
 {
  "name": "performing-second-order-sql-injection",
  "description": "Detect and exploit second-order SQL injection vulnerabilities where malicious input is stored in a database and later executed in an unsafe SQL query during a different application operation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-second-order-sql-injection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-second-order-sql-injection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to detect and exploit second-order SQL injection vulnerabilities where malicious input is stored in a database and later.",
  "example_prompts": [
   "Can you help me detect and exploit second-order SQL injection vulnerabilities where malicious input is?",
   "Walk me through performing second order sql injection step by step",
   "What's the best way to approach performing second order sql injection for my project?"
  ],
  "keywords": [
   "performing-second-order-sql-injection",
   "detect",
   "exploit",
   "second-order",
   "sql",
   "injection",
   "vulnerabilities",
   "where",
   "malicious",
   "input"
  ]
 },
 {
  "name": "performing-security-headers-audit",
  "description": "Auditing HTTP security headers including CSP, HSTS, X-Frame-Options, and cookie attributes to identify missing or misconfigured browser-level protections.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-security-headers-audit/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-security-headers-audit/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for auditing HTTP security headers including CSP, HSTS, X-Frame-Options, and cookie attributes to identify missing.",
  "example_prompts": [
   "Help me with auditing HTTP security headers including CSP, HSTS, X-Frame-Options, and cookie attributes",
   "Walk me through performing security headers audit step by step",
   "What's the best way to approach performing security headers audit for my project?"
  ],
  "keywords": [
   "performing-security-headers-audit",
   "auditing",
   "http",
   "security",
   "headers",
   "including",
   "csp",
   "hsts",
   "x-frame-options",
   "cookie"
  ]
 },
 {
  "name": "performing-serverless-function-security-review",
  "description": "Performing security reviews of serverless functions across AWS Lambda, Azure Functions, and GCP Cloud Functions to identify overly permissive execution roles, insecure environment variables, injection vulnerabilities, and missing runtime protections.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-serverless-function-security-review/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-serverless-function-security-review/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for performing security reviews of serverless functions across AWS Lambda, Azure Functions.",
  "example_prompts": [
   "Help me with performing security reviews of serverless functions across AWS Lambda, Azure Functions",
   "Walk me through performing serverless function security review step by step",
   "What's the best way to approach performing serverless function security review for my project?"
  ],
  "keywords": [
   "performing-serverless-function-security-review",
   "performing",
   "security",
   "reviews",
   "serverless",
   "functions",
   "across",
   "aws",
   "lambda",
   "azure"
  ]
 },
 {
  "name": "performing-service-account-audit",
  "description": "Audit service accounts across enterprise infrastructure to identify orphaned, over-privileged, and non-compliant accounts. This skill covers discovery of service accounts in Active Directory, cloud pl",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-service-account-audit/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-service-account-audit/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to audit service accounts across enterprise infrastructure to identify orphaned, over-privileged, and non-compliant accounts.",
  "example_prompts": [
   "Can you help me audit service accounts across enterprise infrastructure to identify orphaned, over-privileged?",
   "Walk me through performing service account audit step by step",
   "What's the best way to approach performing service account audit for my project?"
  ],
  "keywords": [
   "performing-service-account-audit",
   "audit",
   "service",
   "accounts",
   "across",
   "enterprise",
   "infrastructure",
   "identify",
   "orphaned",
   "over-privileged"
  ]
 },
 {
  "name": "performing-service-account-credential-rotation",
  "description": "Automates credential rotation for service accounts across Active Directory, cloud platforms, and application databases to eliminate stale secrets and reduce compromise risk. Use when rotating or automating rotation of service account passwords, API keys, or secrets stored in a vault.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-service-account-credential-rotation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-service-account-credential-rotation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're rotating or automating rotation of service account passwords, API keys, or secrets stored in a vault.",
  "example_prompts": [
   "Help me with rotating or automating rotation of service account passwords, API keys",
   "Walk me through performing service account credential rotation step by step",
   "What's the best way to approach performing service account credential rotation for my project?"
  ],
  "keywords": [
   "performing-service-account-credential-rotation",
   "automates",
   "credential",
   "rotation",
   "service",
   "accounts",
   "across",
   "active",
   "directory",
   "cloud"
  ]
 },
 {
  "name": "performing-soap-web-service-security-testing",
  "description": "Performs security testing of SOAP web services by analyzing WSDL definitions and testing for XML injection, XXE, WS-Security bypass, SOAPAction spoofing, and XPath injection. Use when assessing a SOAP/WSDL-based API endpoint for XML-related vulnerabilities during a penetration test.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-soap-web-service-security-testing/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-soap-web-service-security-testing/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're assessing a SOAP/WSDL-based API endpoint for XML-related vulnerabilities during a penetration test.",
  "example_prompts": [
   "Help me with assessing a SOAP/WSDL-based API endpoint for XML-related vulnerabilities during a penetration",
   "Walk me through performing soap web service security testing step by step",
   "What's the best way to approach performing soap web service security testing for my project?"
  ],
  "keywords": [
   "performing-soap-web-service-security-testing",
   "performs",
   "security",
   "testing",
   "soap",
   "web",
   "services",
   "analyzing",
   "wsdl",
   "definitions"
  ]
 },
 {
  "name": "performing-soc-tabletop-exercise",
  "description": "Performs tabletop exercises for SOC teams simulating security incidents through discussion-based scenarios to test incident response procedures, communication workflows, and decision-making under pressure without impacting production systems. Use when organizations need to validate IR playbooks, train analysts, or meet compliance requirements for incident response testing.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-soc-tabletop-exercise/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-soc-tabletop-exercise/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to organizations need to validate IR playbooks, train analysts, or meet compliance requirements for incident response testing.",
  "example_prompts": [
   "Can you help me organizations need to validate IR playbooks, train analysts, or meet compliance?",
   "Walk me through performing soc tabletop exercise step by step",
   "What's the best way to approach performing soc tabletop exercise for my project?"
  ],
  "keywords": [
   "performing-soc-tabletop-exercise",
   "performs",
   "tabletop",
   "exercises",
   "soc",
   "teams",
   "simulating",
   "security",
   "incidents",
   "through"
  ]
 },
 {
  "name": "performing-soc2-type2-audit-preparation",
  "description": "Automates SOC 2 Type II audit preparation including gap assessment against AICPA Trust Services Criteria (CC1-CC9), evidence collection from cloud providers and identity systems, control testing validation, remediation tracking, and continuous compliance monitoring. Covers all five TSC categories (Security, Availability, Processing Integrity, Confidentiality, Privacy) with automated evidence gathering from AWS, Azure, GCP, Okta, GitHub, and Jira. Use when preparing for or maintaining SOC 2 Type II certification.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-soc2-type2-audit-preparation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-soc2-type2-audit-preparation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're preparing for or maintaining SOC 2 Type II certification.",
  "example_prompts": [
   "Help me with preparing for or maintaining SOC 2 Type II certification",
   "Walk me through performing soc2 type2 audit preparation step by step",
   "What's the best way to approach performing soc2 type2 audit preparation for my project?"
  ],
  "keywords": [
   "performing-soc2-type2-audit-preparation",
   "automates",
   "soc",
   "type",
   "audit",
   "preparation",
   "including",
   "gap",
   "assessment",
   "against"
  ]
 },
 {
  "name": "performing-sqlite-database-forensics",
  "description": "Performs forensic analysis of SQLite databases by examining B-tree page structures, recovering deleted records from freelist pages and Write-Ahead Log (WAL) files, decoding encoded timestamps, and extracting evidence from browser history, messaging apps, and mobile device databases. Use when recovering deleted or unallocated data from a SQLite database during digital forensics or mobile/browser evidence analysis.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-sqlite-database-forensics/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-sqlite-database-forensics/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're recovering deleted or unallocated data from a SQLite database during digital forensics or mobile/browser evidence analysis.",
  "example_prompts": [
   "Help me with recovering deleted or unallocated data from a SQLite database during digital",
   "Walk me through performing sqlite database forensics step by step",
   "What's the best way to approach performing sqlite database forensics for my project?"
  ],
  "keywords": [
   "performing-sqlite-database-forensics",
   "performs",
   "forensic",
   "analysis",
   "sqlite",
   "databases",
   "examining",
   "b-tree",
   "page",
   "structures"
  ]
 },
 {
  "name": "performing-ssl-certificate-lifecycle-management",
  "description": "Automates the full SSL/TLS certificate lifecycle, including generating Certificate Signing Requests, issuing, deploying, monitoring, renewing, and revoking X.509 certificates, using Python and ACME protocol tools. Use when managing certificate issuance or renewal, preventing certificate-expiry outages, or building automated PKI/ACME workflows.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-ssl-certificate-lifecycle-management/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-ssl-certificate-lifecycle-management/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're managing certificate issuance or renewal, preventing certificate-expiry outages, or building automated PKI/ACME workflows.",
  "example_prompts": [
   "Help me with managing certificate issuance or renewal, preventing certificate-expiry outages, or building automated",
   "Walk me through performing ssl certificate lifecycle management step by step",
   "What's the best way to approach performing ssl certificate lifecycle management for my project?"
  ],
  "keywords": [
   "performing-ssl-certificate-lifecycle-management",
   "automates",
   "full",
   "ssl",
   "tls",
   "certificate",
   "lifecycle",
   "including",
   "generating",
   "signing"
  ]
 },
 {
  "name": "performing-ssl-stripping-attack",
  "description": "Simulates SSL stripping / HTTPS downgrade attacks using sslstrip, Bettercap, and mitmproxy in authorized lab environments to test HSTS enforcement, certificate validation, and HTTPS upgrade mechanisms. Use when performing an authorized penetration test to validate HSTS preloading and TLS certificate handling, demonstrate downgrade-attack risk to stakeholders, or train SOC teams to detect SSL stripping indicators in network traffic.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-ssl-stripping-attack/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-ssl-stripping-attack/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're performing an authorized penetration test to validate HSTS preloading and TLS certificate handling.",
  "example_prompts": [
   "Help me with performing an authorized penetration test to validate HSTS preloading and TLS",
   "Walk me through performing ssl stripping attack step by step",
   "What's the best way to approach performing ssl stripping attack for my project?"
  ],
  "keywords": [
   "performing-ssl-stripping-attack",
   "simulates",
   "ssl",
   "stripping",
   "https",
   "downgrade",
   "attacks",
   "using",
   "sslstrip",
   "bettercap"
  ]
 },
 {
  "name": "performing-ssl-tls-inspection-configuration",
  "description": "Configure SSL/TLS break-and-inspect on next-generation firewalls and forward proxies to decrypt, inspect, and re-encrypt HTTPS traffic for malware and exfiltration detection, including deploying trusted CA certificates, managing exemptions for certificate-pinned apps, and privacy compliance. Use when setting up or auditing TLS inspection on network security devices to close the encrypted-traffic blind spot.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-ssl-tls-inspection-configuration/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-ssl-tls-inspection-configuration/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're setting up or auditing TLS inspection on network security devices to close the encrypted-traffic blind spot.",
  "example_prompts": [
   "Help me with setting up or auditing TLS inspection on network security devices",
   "Walk me through performing ssl tls inspection configuration step by step",
   "What's the best way to approach performing ssl tls inspection configuration for my project?"
  ],
  "keywords": [
   "performing-ssl-tls-inspection-configuration",
   "configure",
   "ssl",
   "tls",
   "break-and-inspect",
   "next-generation",
   "firewalls",
   "forward",
   "proxies",
   "decrypt"
  ]
 },
 {
  "name": "performing-ssl-tls-security-assessment",
  "description": "Assess SSL/TLS server configurations using the sslyze Python scanning library to evaluate supported protocol versions, cipher suite strength, certificate chain validation, HSTS enforcement, OCSP stapling, and known vulnerabilities such as Heartbleed and ROBOT. Use when conducting a security assessment of a server's TLS configuration or verifying remediation of cipher/certificate weaknesses.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-ssl-tls-security-assessment/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-ssl-tls-security-assessment/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're conducting a security assessment of a server's TLS configuration or verifying remediation of cipher/certificate weaknesses.",
  "example_prompts": [
   "Help me with conducting a security assessment of a server's TLS configuration or verifying",
   "Walk me through performing ssl tls security assessment step by step",
   "What's the best way to approach performing ssl tls security assessment for my project?"
  ],
  "keywords": [
   "performing-ssl-tls-security-assessment",
   "assess",
   "ssl",
   "tls",
   "server",
   "configurations",
   "using",
   "sslyze",
   "python",
   "scanning"
  ]
 },
 {
  "name": "performing-ssrf-vulnerability-exploitation",
  "description": "Tests web application URL parameters for Server-Side Request Forgery by probing cloud metadata endpoints (AWS/GCP/Azure at 169.254.169.254), internal network services, and protocol handlers (file://, gopher://, dict://) using a Python script, including IP-encoding bypass and DNS rebinding checks. Use during authorized penetration testing to confirm SSRF in a URL-fetching parameter and generate a vulnerability report.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-ssrf-vulnerability-exploitation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-ssrf-vulnerability-exploitation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to test web application URL parameters for Server-Side Request Forgery by probing cloud metadata endpoints.",
  "example_prompts": [
   "Can you help me test web application URL parameters for Server-Side Request Forgery by probing?",
   "Walk me through performing ssrf vulnerability exploitation step by step",
   "What's the best way to approach performing ssrf vulnerability exploitation for my project?"
  ],
  "keywords": [
   "performing-ssrf-vulnerability-exploitation",
   "tests",
   "web",
   "application",
   "url",
   "parameters",
   "server-side",
   "request",
   "forgery",
   "probing"
  ]
 },
 {
  "name": "performing-static-malware-analysis-with-pe-studio",
  "description": "Performs static analysis of Windows PE malware samples using PEStudio to examine file headers, imports, strings, and resources without executing the binary, identifying packing, anti-analysis tricks, and malicious imports. Use for pre-execution triage of a suspicious Windows executable before sandbox detonation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-static-malware-analysis-with-pe-studio/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-static-malware-analysis-with-pe-studio/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to pre-execution triage of a suspicious Windows executable before sandbox detonation.",
  "example_prompts": [
   "Can you help me pre-execution triage of a suspicious Windows executable before sandbox detonation?",
   "Walk me through performing static malware analysis with pe studio step by step",
   "What's the best way to approach performing static malware analysis with pe studio for my project?"
  ],
  "keywords": [
   "performing-static-malware-analysis-with-pe-studio",
   "performs",
   "static",
   "analysis",
   "windows",
   "malware",
   "samples",
   "using",
   "pestudio",
   "examine"
  ]
 },
 {
  "name": "performing-steganography-detection",
  "description": "Detects and extracts hidden data embedded in images, audio, and other media files using steganalysis tools such as StegDetect, zsteg, stegsolve, binwalk, steghide, and OpenStego to uncover covert communication channels. Use when investigating suspected data hiding or exfiltration via media files, espionage/insider-threat cases, or anomalies in media file properties found during standard file analysis.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-steganography-detection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-steganography-detection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're investigating suspected data hiding or exfiltration via media files, espionage/insider-threat cases.",
  "example_prompts": [
   "Help me with investigating suspected data hiding or exfiltration via media files, espionage/insider-threat cases",
   "Walk me through performing steganography detection step by step",
   "What's the best way to approach performing steganography detection for my project?"
  ],
  "keywords": [
   "performing-steganography-detection",
   "detects",
   "extracts",
   "hidden",
   "data",
   "embedded",
   "images",
   "audio",
   "other",
   "media"
  ]
 },
 {
  "name": "performing-subdomain-enumeration-with-subfinder",
  "description": "Enumerate subdomains of target domains using ProjectDiscovery's Subfinder passive reconnaissance tool to map the attack surface during security assessments.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-subdomain-enumeration-with-subfinder/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-subdomain-enumeration-with-subfinder/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to enumerate subdomains of target domains using ProjectDiscovery's Subfinder passive reconnaissance tool to map the attack.",
  "example_prompts": [
   "Can you help me enumerate subdomains of target domains using ProjectDiscovery's Subfinder passive reconnaissance tool?",
   "Walk me through performing subdomain enumeration with subfinder step by step",
   "What's the best way to approach performing subdomain enumeration with subfinder for my project?"
  ],
  "keywords": [
   "performing-subdomain-enumeration-with-subfinder",
   "enumerate",
   "subdomains",
   "target",
   "domains",
   "using",
   "projectdiscovery",
   "subfinder",
   "passive",
   "reconnaissance"
  ]
 },
 {
  "name": "performing-supply-chain-attack-simulation",
  "description": "Simulates and detects software supply chain attacks: typosquatting detection via Levenshtein distance against popular PyPI package names, dependency confusion testing against private registries, SHA-256 package hash verification, and known-CVE scanning with pip-audit. Use when auditing a project's dependencies for malicious or confused packages, or when assessing package-registry supply-chain risk.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-supply-chain-attack-simulation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-supply-chain-attack-simulation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're auditing a project's dependencies for malicious or confused packages, or when assessing package-registry supply-chain risk.",
  "example_prompts": [
   "Help me with auditing a project's dependencies for malicious or confused packages, or when",
   "Walk me through performing supply chain attack simulation step by step",
   "What's the best way to approach performing supply chain attack simulation for my project?"
  ],
  "keywords": [
   "performing-supply-chain-attack-simulation",
   "simulates",
   "detects",
   "software",
   "supply",
   "chain",
   "attacks",
   "typosquatting",
   "detection",
   "via"
  ]
 },
 {
  "name": "performing-thick-client-application-penetration-test",
  "description": "Conduct a thick client application penetration test to identify insecure local storage, hardcoded credentials, DLL hijacking, memory manipulation, and insecure API communication in desktop applications using dnSpy, Procmon, and Burp Suite.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-thick-client-application-penetration-test/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-thick-client-application-penetration-test/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to conduct a thick client application penetration test to identify insecure local storage, hardcoded credentials, DLL hijacking.",
  "example_prompts": [
   "Can you help me conduct a thick client application penetration test to identify insecure local?",
   "Walk me through performing thick client application penetration test step by step",
   "What's the best way to approach performing thick client application penetration test for my project?"
  ],
  "keywords": [
   "performing-thick-client-application-penetration-test",
   "conduct",
   "thick",
   "client",
   "application",
   "penetration",
   "test",
   "identify",
   "insecure",
   "local"
  ]
 },
 {
  "name": "performing-threat-emulation-with-atomic-red-team",
  "description": "Executes Atomic Red Team tests for MITRE ATT&CK technique validation using the atomic-operator Python framework. Loads test definitions from YAML atomics, runs attack simulations, and validates detection coverage. Use when testing SIEM detection rules, validating EDR coverage, or conducting purple team exercises.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-threat-emulation-with-atomic-red-team/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-threat-emulation-with-atomic-red-team/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're testing SIEM detection rules, validating EDR coverage, or conducting purple team exercises.",
  "example_prompts": [
   "Help me with testing SIEM detection rules, validating EDR coverage, or conducting purple team",
   "Walk me through performing threat emulation with atomic red team step by step",
   "What's the best way to approach performing threat emulation with atomic red team for my project?"
  ],
  "keywords": [
   "performing-threat-emulation-with-atomic-red-team",
   "executes",
   "atomic",
   "red",
   "team",
   "tests",
   "mitre",
   "att",
   "technique",
   "validation"
  ]
 },
 {
  "name": "performing-threat-hunting-with-elastic-siem",
  "description": "Performs proactive threat hunting in Elastic Security SIEM using KQL/EQL queries, detection rules, and Timeline investigation to identify threats that evade automated detection. Use when SOC teams need to hunt for specific ATT&CK techniques, investigate anomalous behaviors, or validate detection coverage gaps using Elasticsearch and Kibana Security.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-threat-hunting-with-elastic-siem/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-threat-hunting-with-elastic-siem/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1OC teams need to hunt for specific ATT&CK techniques, investigate anomalous behaviors.",
  "example_prompts": [
   "I need help with \\1OC teams need to hunt for specific ATT&CK techniques, investigate anomalous",
   "Walk me through performing threat hunting with elastic siem step by step",
   "What's the best way to approach performing threat hunting with elastic siem for my project?"
  ],
  "keywords": [
   "performing-threat-hunting-with-elastic-siem",
   "performs",
   "proactive",
   "threat",
   "hunting",
   "elastic",
   "security",
   "siem",
   "using",
   "kql"
  ]
 },
 {
  "name": "performing-threat-hunting-with-yara-rules",
  "description": "Use YARA pattern-matching rules to hunt for malware, suspicious files, and indicators of compromise across filesystems and memory dumps. Covers rule authoring, yara-python scanning, and integration with threat intel feeds.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-threat-hunting-with-yara-rules/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-threat-hunting-with-yara-rules/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to use YARA pattern-matching rules to hunt for malware, suspicious files.",
  "example_prompts": [
   "Can you help me use YARA pattern-matching rules to hunt for malware, suspicious files?",
   "Walk me through performing threat hunting with yara rules step by step",
   "What's the best way to approach performing threat hunting with yara rules for my project?"
  ],
  "keywords": [
   "performing-threat-hunting-with-yara-rules",
   "yara",
   "pattern-matching",
   "rules",
   "hunt",
   "malware",
   "suspicious",
   "files",
   "indicators",
   "compromise"
  ]
 },
 {
  "name": "performing-threat-intelligence-sharing-with-misp",
  "description": "Uses PyMISP (the official MISP REST API library) to create events with structured IOCs (IPs, domains, hashes, URLs), enrich them with MITRE ATT&CK tags and galaxy clusters, manage sharing groups and distribution levels, search existing intelligence, and export in STIX 2.1 format. Use when creating, enriching, or sharing threat intelligence events on a MISP instance, or integrating IOC feeds with other platforms.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-threat-intelligence-sharing-with-misp/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-threat-intelligence-sharing-with-misp/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're creating, enriching, or sharing threat intelligence events on a MISP instance, or integrating IOC feeds with other platforms.",
  "example_prompts": [
   "Help me with creating, enriching, or sharing threat intelligence events on a MISP instance",
   "Walk me through performing threat intelligence sharing with misp step by step",
   "What's the best way to approach performing threat intelligence sharing with misp for my project?"
  ],
  "keywords": [
   "performing-threat-intelligence-sharing-with-misp",
   "uses",
   "pymisp",
   "official",
   "misp",
   "rest",
   "api",
   "library",
   "create",
   "events"
  ]
 },
 {
  "name": "performing-threat-landscape-assessment-for-sector",
  "description": "Conducts a sector-specific threat landscape assessment (financial, healthcare, energy, government, etc.) by profiling targeting threat actors, mapping attack vectors and MITRE ATT&CK TTPs with the attackcti/pandas Python stack, and analyzing exploited CVEs and incident trends from ISAC and vendor reports. Use when producing CTI for risk management or board-level reporting on an industry's threat exposure.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-threat-landscape-assessment-for-sector/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-threat-landscape-assessment-for-sector/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're producing CTI for risk management or board-level reporting on an industry's threat exposure.",
  "example_prompts": [
   "Help me with producing CTI for risk management or board-level reporting on an industry's",
   "Walk me through performing threat landscape assessment for sector step by step",
   "What's the best way to approach performing threat landscape assessment for sector for my project?"
  ],
  "keywords": [
   "performing-threat-landscape-assessment-for-sector",
   "conducts",
   "sector-specific",
   "threat",
   "landscape",
   "assessment",
   "financial",
   "healthcare",
   "energy",
   "government"
  ]
 },
 {
  "name": "performing-threat-modeling-with-owasp-threat-dragon",
  "description": "Uses OWASP Threat Dragon (web or desktop) to build data flow diagrams, identify threats with STRIDE, LINDDUN, CIA, DIE, or PLOT4ai methodologies via its auto-generation rule engine, and produce PDF threat model reports. Use during secure design review of an application architecture to build a formal threat model and document mitigations for GRC compliance.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-threat-modeling-with-owasp-threat-dragon/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-threat-modeling-with-owasp-threat-dragon/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to use OWASP Threat Dragon to build data flow diagrams, identify threats with STRIDE, LINDDUN, CIA, DIE.",
  "example_prompts": [
   "Can you help me use OWASP Threat Dragon to build data flow diagrams, identify threats?",
   "Walk me through performing threat modeling with owasp threat dragon step by step",
   "What's the best way to approach performing threat modeling with owasp threat dragon for my project?"
  ],
  "keywords": [
   "performing-threat-modeling-with-owasp-threat-dragon",
   "uses",
   "owasp",
   "threat",
   "dragon",
   "web",
   "desktop",
   "build",
   "data",
   "flow"
  ]
 },
 {
  "name": "performing-timeline-reconstruction-with-plaso",
  "description": "Builds comprehensive forensic super-timelines using Plaso (log2timeline and psort) to correlate events across file system metadata, event logs, browser history, and registry artifacts into a unified chronological view. Use during complex forensic investigations that need cross-source event correlation, or when standard log analysis is insufficient to establish the sequence of activities for reporting findings.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-timeline-reconstruction-with-plaso/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-timeline-reconstruction-with-plaso/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to build comprehensive forensic super-timelines using Plaso to correlate events across file system metadata, event logs.",
  "example_prompts": [
   "Can you help me build comprehensive forensic super-timelines using Plaso to correlate events across file?",
   "Walk me through performing timeline reconstruction with plaso step by step",
   "What's the best way to approach performing timeline reconstruction with plaso for my project?"
  ],
  "keywords": [
   "performing-timeline-reconstruction-with-plaso",
   "builds",
   "comprehensive",
   "forensic",
   "super-timelines",
   "using",
   "plaso",
   "log2timeline",
   "psort",
   "correlate"
  ]
 },
 {
  "name": "performing-user-behavior-analytics",
  "description": "Performs User and Entity Behavior Analytics (UEBA) to detect anomalous user activities including impossible travel, unusual access patterns, privilege abuse, and insider threats using SIEM-based behavioral baselines and statistical analysis. Use when SOC teams need to identify compromised accounts or insider threats through deviation from established behavioral norms.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-user-behavior-analytics/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-user-behavior-analytics/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1OC teams need to identify compromised accounts or insider threats through deviation from established behavioral norms.",
  "example_prompts": [
   "I need help with \\1OC teams need to identify compromised accounts or insider threats through",
   "Walk me through performing user behavior analytics step by step",
   "What's the best way to approach performing user behavior analytics for my project?"
  ],
  "keywords": [
   "performing-user-behavior-analytics",
   "performs",
   "entity",
   "behavior",
   "analytics",
   "ueba",
   "detect",
   "anomalous",
   "activities",
   "including"
  ]
 },
 {
  "name": "performing-vlan-hopping-attack",
  "description": "Simulates VLAN hopping attacks using switch spoofing and 802.1Q double tagging techniques in authorized lab environments to test VLAN segmentation effectiveness and switch port security. Use during an authorized penetration test to validate trunk port hardening, confirm DTP is disabled on access ports, and demonstrate Layer 2 segmentation bypass risk to network teams.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-vlan-hopping-attack/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-vlan-hopping-attack/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to simulate VLAN hopping attacks using switch spoofing and 802.1Q double tagging techniques in authorized lab environments.",
  "example_prompts": [
   "Can you help me simulate VLAN hopping attacks using switch spoofing and 802.1Q double tagging?",
   "Walk me through performing vlan hopping attack step by step",
   "What's the best way to approach performing vlan hopping attack for my project?"
  ],
  "keywords": [
   "performing-vlan-hopping-attack",
   "simulates",
   "vlan",
   "hopping",
   "attacks",
   "using",
   "switch",
   "spoofing",
   "double",
   "tagging"
  ]
 },
 {
  "name": "performing-vulnerability-scanning-with-nessus",
  "description": "Performs authenticated and unauthenticated vulnerability scanning using Tenable Nessus to identify known vulnerabilities, misconfigurations, default credentials, and missing patches across network infrastructure, servers, and applications. The scanner correlates findings with CVE databases and CVSS scores to produce prioritized remediation guidance. Activates for requests involving vulnerability scanning, Nessus assessment, patch compliance checking, or automated vulnerability detection.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-vulnerability-scanning-with-nessus/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-vulnerability-scanning-with-nessus/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to perform authenticated and unauthenticated vulnerability scanning using Tenable Nessus to identify known vulnerabilities.",
  "example_prompts": [
   "Can you help me perform authenticated and unauthenticated vulnerability scanning using Tenable Nessus to identify?",
   "Walk me through performing vulnerability scanning with nessus step by step",
   "What's the best way to approach performing vulnerability scanning with nessus for my project?"
  ],
  "keywords": [
   "performing-vulnerability-scanning-with-nessus",
   "performs",
   "authenticated",
   "unauthenticated",
   "vulnerability",
   "scanning",
   "using",
   "tenable",
   "nessus",
   "identify"
  ]
 },
 {
  "name": "performing-web-application-firewall-bypass",
  "description": "Bypasses Web Application Firewall protections using encoding tricks, HTTP method manipulation, parameter pollution, and payload obfuscation to smuggle SQL injection, XSS, and other exploit payloads past WAF detection rules. Use when a confirmed vulnerability is blocked by a WAF, during penetration tests or red team engagements requiring bypass of perimeter security controls, or when evaluating WAF rule effectiveness and bypass resistance.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-web-application-firewall-bypass/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-web-application-firewall-bypass/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a confirmed vulnerability is blocked by a WAF, during penetration tests.",
  "example_prompts": [
   "I need help with a confirmed vulnerability is blocked by a WAF, during penetration tests",
   "Walk me through performing web application firewall bypass step by step",
   "What's the best way to approach performing web application firewall bypass for my project?"
  ],
  "keywords": [
   "performing-web-application-firewall-bypass",
   "bypasses",
   "web",
   "application",
   "firewall",
   "protections",
   "using",
   "encoding",
   "tricks",
   "http"
  ]
 },
 {
  "name": "performing-web-application-penetration-test",
  "description": "Performs systematic security testing of web applications following the OWASP Web Security Testing Guide (WSTG) methodology to identify vulnerabilities in authentication, authorization, input validation, session management, and business logic. The tester uses Burp Suite as the primary interception proxy alongside manual testing techniques to find flaws that automated scanners miss. Activates for requests involving web app pentest, OWASP testing, application security assessment, or web vulnerability testing.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-web-application-penetration-test/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-web-application-penetration-test/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to perform systematic security testing of web applications following the OWASP Web Security Testing Guide methodology.",
  "example_prompts": [
   "Can you help me perform systematic security testing of web applications following the OWASP Web?",
   "Walk me through performing web application penetration test step by step",
   "What's the best way to approach performing web application penetration test for my project?"
  ],
  "keywords": [
   "performing-web-application-penetration-test",
   "performs",
   "systematic",
   "security",
   "testing",
   "web",
   "applications",
   "following",
   "owasp",
   "guide"
  ]
 },
 {
  "name": "performing-web-application-scanning-with-nikto",
  "description": "Runs Nikto, an open-source web server and web application scanner, to test over 7,000 potentially dangerous files/programs, check for outdated versions across 1,250+ servers, and identify XSS, SQL injection, misconfigurations, default credentials, and vulnerable CGI scripts. Use when performing web application vulnerability scanning, security assessments, scheduled security testing, or validating web server security controls.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-web-application-scanning-with-nikto/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-web-application-scanning-with-nikto/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're performing web application vulnerability scanning, security assessments, scheduled security testing.",
  "example_prompts": [
   "Help me with performing web application vulnerability scanning, security assessments, scheduled security testing",
   "Walk me through performing web application scanning with nikto step by step",
   "What's the best way to approach performing web application scanning with nikto for my project?"
  ],
  "keywords": [
   "performing-web-application-scanning-with-nikto",
   "runs",
   "nikto",
   "open-source",
   "web",
   "server",
   "application",
   "scanner",
   "test",
   "over"
  ]
 },
 {
  "name": "performing-web-application-vulnerability-triage",
  "description": "Triages web application vulnerability findings from DAST/SAST scanners such as Burp Suite and ZAP, using the OWASP Risk Rating Methodology to confirm true positives, dismiss false positives, and prioritize remediation. Use when reviewing scanner output to reduce alert fatigue and rank vulnerabilities for development teams to fix.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-web-application-vulnerability-triage/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-web-application-vulnerability-triage/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're reviewing scanner output to reduce alert fatigue and rank vulnerabilities for development teams to fix.",
  "example_prompts": [
   "Help me with reviewing scanner output to reduce alert fatigue and rank vulnerabilities",
   "Walk me through performing web application vulnerability triage step by step",
   "What's the best way to approach performing web application vulnerability triage for my project?"
  ],
  "keywords": [
   "performing-web-application-vulnerability-triage",
   "triages",
   "web",
   "application",
   "vulnerability",
   "findings",
   "dast",
   "sast",
   "scanners",
   "such"
  ]
 },
 {
  "name": "performing-web-cache-deception-attack",
  "description": "Executes web cache deception attacks by exploiting path normalization discrepancies between CDN/reverse-proxy caching layers (Cloudflare, Akamai, Varnish, Nginx) and origin servers to cache and retrieve sensitive authenticated content. Use when testing applications behind CDNs for cache-key misconfigurations, during bug bounty hunting on aggressively cached sites, or when assessing sensitive data exposure through cache layer misconfiguration.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-web-cache-deception-attack/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-web-cache-deception-attack/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're testing applications behind CDNs for cache-key misconfigurations, during bug bounty hunting on aggressively cached sites.",
  "example_prompts": [
   "Help me with testing applications behind CDNs for cache-key misconfigurations, during bug bounty hunting",
   "Walk me through performing web cache deception attack step by step",
   "What's the best way to approach performing web cache deception attack for my project?"
  ],
  "keywords": [
   "performing-web-cache-deception-attack",
   "executes",
   "web",
   "cache",
   "deception",
   "attacks",
   "exploiting",
   "path",
   "normalization",
   "discrepancies"
  ]
 },
 {
  "name": "performing-web-cache-poisoning-attack",
  "description": "Exploiting web cache mechanisms to serve malicious content to other users by poisoning cached responses through unkeyed headers and parameters during authorized security tests.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-web-cache-poisoning-attack/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-web-cache-poisoning-attack/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for exploiting web cache mechanisms to serve malicious content to other users by poisoning cached responses through unkeyed headers.",
  "example_prompts": [
   "Help me with exploiting web cache mechanisms to serve malicious content to other users",
   "Walk me through performing web cache poisoning attack step by step",
   "What's the best way to approach performing web cache poisoning attack for my project?"
  ],
  "keywords": [
   "performing-web-cache-poisoning-attack",
   "exploiting",
   "web",
   "cache",
   "mechanisms",
   "serve",
   "malicious",
   "content",
   "other",
   "users"
  ]
 },
 {
  "name": "performing-wifi-password-cracking-with-aircrack",
  "description": "Captures WPA/WPA2 handshakes and performs offline password cracking using aircrack-ng, hashcat, and dictionary attacks during authorized wireless security assessments to evaluate passphrase strength and wireless network security posture.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-wifi-password-cracking-with-aircrack/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-wifi-password-cracking-with-aircrack/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to capture WPA/WPA2 handshakes and performs offline password cracking using aircrack-ng, hashcat.",
  "example_prompts": [
   "Can you help me capture WPA/WPA2 handshakes and performs offline password cracking using aircrack-ng, hashcat?",
   "Walk me through performing wifi password cracking with aircrack step by step",
   "What's the best way to approach performing wifi password cracking with aircrack for my project?"
  ],
  "keywords": [
   "performing-wifi-password-cracking-with-aircrack",
   "captures",
   "wpa",
   "wpa2",
   "handshakes",
   "performs",
   "offline",
   "password",
   "cracking",
   "using"
  ]
 },
 {
  "name": "performing-windows-artifact-analysis-with-eric-zimmerman-tools",
  "description": "Performs comprehensive Windows forensic artifact analysis using Eric Zimmerman's open-source EZ Tools suite (KAPE, MFTECmd, PECmd, LECmd, JLECmd, Timeline Explorer) to parse registry hives, prefetch files, event logs, and file system metadata. Use during DFIR investigations that need a timeline of program execution, file access, and persistence built from Windows artifacts.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-windows-artifact-analysis-with-eric-zimmerman-tools/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-windows-artifact-analysis-with-eric-zimmerman-tools/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to perform comprehensive Windows forensic artifact analysis using Eric Zimmerman's open-source EZ Tools suite to parse registry.",
  "example_prompts": [
   "Can you help me perform comprehensive Windows forensic artifact analysis using Eric Zimmerman's open-source EZ?",
   "Walk me through performing windows artifact analysis with eric zimmerman tools step by step",
   "What's the best way to approach performing windows artifact analysis with eric zimmerman tools for my project?"
  ],
  "keywords": [
   "performing-windows-artifact-analysis-with-eric-zimmerman-tools",
   "performs",
   "comprehensive",
   "windows",
   "forensic",
   "artifact",
   "analysis",
   "using",
   "eric",
   "zimmerman"
  ]
 },
 {
  "name": "performing-wireless-network-penetration-test",
  "description": "Execute a wireless network penetration test to assess WiFi security by capturing handshakes, cracking WPA2/WPA3 keys, detecting rogue access points, and testing wireless segmentation using Aircrack-ng and related tools.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-wireless-network-penetration-test/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-wireless-network-penetration-test/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to execute a wireless network penetration test to assess WiFi security by capturing handshakes, cracking WPA2/WPA3 keys.",
  "example_prompts": [
   "Can you help me execute a wireless network penetration test to assess WiFi security?",
   "Walk me through performing wireless network penetration test step by step",
   "What's the best way to approach performing wireless network penetration test for my project?"
  ],
  "keywords": [
   "performing-wireless-network-penetration-test",
   "execute",
   "wireless",
   "network",
   "penetration",
   "test",
   "assess",
   "wifi",
   "security",
   "capturing"
  ]
 },
 {
  "name": "performing-wireless-security-assessment-with-kismet",
  "description": "Conduct wireless network security assessments using Kismet to detect rogue access points, hidden SSIDs, weak encryption, and unauthorized clients through passive RF monitoring.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-wireless-security-assessment-with-kismet/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-wireless-security-assessment-with-kismet/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to conduct wireless network security assessments using Kismet to detect rogue access points, hidden SSIDs, weak encryption.",
  "example_prompts": [
   "Can you help me conduct wireless network security assessments using Kismet to detect rogue access?",
   "Walk me through performing wireless security assessment with kismet step by step",
   "What's the best way to approach performing wireless security assessment with kismet for my project?"
  ],
  "keywords": [
   "performing-wireless-security-assessment-with-kismet",
   "conduct",
   "wireless",
   "network",
   "security",
   "assessments",
   "using",
   "kismet",
   "detect",
   "rogue"
  ]
 },
 {
  "name": "performing-yara-rule-development-for-detection",
  "description": "Develops precise YARA and YARA-X rules for malware detection by identifying unique strings, byte sequences, PE header traits, and behavioral indicators in unpacked malware artifacts while minimizing false positives. Use when building detection signatures for threat hunting, classifying malware families, or authoring rules from IOCs such as C2 URLs, mutex names, and encryption constants.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/performing-yara-rule-development-for-detection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/performing-yara-rule-development-for-detection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building detection signatures for threat hunting, classifying malware families, or authoring rules from IOCs such as C2 URLs.",
  "example_prompts": [
   "Help me with building detection signatures for threat hunting, classifying malware families, or authoring",
   "Walk me through performing yara rule development for detection step by step",
   "What's the best way to approach performing yara rule development for detection for my project?"
  ],
  "keywords": [
   "performing-yara-rule-development-for-detection",
   "develops",
   "precise",
   "yara",
   "yara-x",
   "rules",
   "malware",
   "detection",
   "identifying",
   "unique"
  ]
 },
 {
  "name": "post-exploiting-microsoft-graph-with-graphrunner",
  "description": "Runs GraphRunner, a PowerShell post-exploitation toolset built on the Microsoft Graph API, to perform tenant recon, establish persistence (OAuth app injection, inbox rules), escalate privilege via group manipulation, and pillage mailboxes, SharePoint, and Teams data from a foothold Graph token. Use during authorized red-team engagements against Microsoft 365/Entra ID tenants once you hold a Graph token.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/post-exploiting-microsoft-graph-with-graphrunner/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/post-exploiting-microsoft-graph-with-graphrunner/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to run GraphRunner, a PowerShell post-exploitation toolset built on the Microsoft Graph API, to perform tenant recon.",
  "example_prompts": [
   "Can you help me run GraphRunner, a PowerShell post-exploitation toolset built on the Microsoft Graph?",
   "Walk me through post exploiting microsoft graph with graphrunner step by step",
   "What's the best way to approach post exploiting microsoft graph with graphrunner for my project?"
  ],
  "keywords": [
   "post-exploiting-microsoft-graph-with-graphrunner",
   "runs",
   "graphrunner",
   "powershell",
   "post-exploitation",
   "toolset",
   "built",
   "microsoft",
   "graph",
   "api"
  ]
 },
 {
  "name": "prioritizing-vulnerabilities-with-cvss-scoring",
  "description": "The Common Vulnerability Scoring System (CVSS) is the industry standard framework maintained by FIRST (Forum of Incident Response and Security Teams) for assessing vulnerability severity. CVSS v4.0 (r",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/prioritizing-vulnerabilities-with-cvss-scoring/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/prioritizing-vulnerabilities-with-cvss-scoring/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for the Common Vulnerability Scoring System is the industry standard framework maintained by FIRST for assessing vulnerability severity.",
  "example_prompts": [
   "I need help with the Common Vulnerability Scoring System is the industry standard framework maintained",
   "Walk me through prioritizing vulnerabilities with cvss scoring step by step",
   "What's the best way to approach prioritizing vulnerabilities with cvss scoring for my project?"
  ],
  "keywords": [
   "prioritizing-vulnerabilities-with-cvss-scoring",
   "common",
   "vulnerability",
   "scoring",
   "system",
   "cvss",
   "industry",
   "standard",
   "framework",
   "maintained"
  ]
 },
 {
  "name": "processing-stix-taxii-feeds",
  "description": "Processes STIX 2.1 threat intelligence bundles delivered via TAXII 2.1 servers, normalizing objects into platform-native schemas and routing them to appropriate consuming systems. Use when onboarding new TAXII collection endpoints, automating bi-directional intelligence sharing with ISACs, or building pipeline validation for malformed STIX bundles. Activates for requests involving OASIS STIX, TAXII server configuration, MISP TAXII, or Cortex XSOAR feed integrations.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/processing-stix-taxii-feeds/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/processing-stix-taxii-feeds/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're onboarding new TAXII collection endpoints, automating bi-directional intelligence sharing with ISACs.",
  "example_prompts": [
   "Help me with onboarding new TAXII collection endpoints, automating bi-directional intelligence sharing with ISACs",
   "Walk me through processing stix taxii feeds step by step",
   "What's the best way to approach processing stix taxii feeds for my project?"
  ],
  "keywords": [
   "processing-stix-taxii-feeds",
   "processes",
   "stix",
   "threat",
   "intelligence",
   "bundles",
   "delivered",
   "via",
   "taxii",
   "servers"
  ]
 },
 {
  "name": "profiling-threat-actor-groups",
  "description": "Develops comprehensive threat actor profiles for APT groups, criminal organizations, and hacktivist collectives by aggregating TTP documentation, historical campaign data, tooling fingerprints, and attribution indicators from multiple intelligence sources. Use when briefing executives on sector-specific threats, updating threat model assumptions, or prioritizing defensive controls against specific adversaries. Activates for requests involving MITRE ATT&CK Groups, Mandiant APT profiles, CrowdStrike adversary naming, or sector-specific threat briefings.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/profiling-threat-actor-groups/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/profiling-threat-actor-groups/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're briefing executives on sector-specific threats, updating threat model assumptions.",
  "example_prompts": [
   "Help me with briefing executives on sector-specific threats, updating threat model assumptions",
   "Walk me through profiling threat actor groups step by step",
   "What's the best way to approach profiling threat actor groups for my project?"
  ],
  "keywords": [
   "profiling-threat-actor-groups",
   "develops",
   "comprehensive",
   "threat",
   "actor",
   "profiles",
   "apt",
   "groups",
   "criminal",
   "organizations"
  ]
 },
 {
  "name": "recovering-deleted-files-with-photorec",
  "description": "Recovers deleted files from disk images and storage media using PhotoRec's file signature-based carving engine, which works regardless of file system damage or corruption. Use when recovering deleted or lost files from a forensic disk image, damaged storage device, or corrupted file system during evidence recovery.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/recovering-deleted-files-with-photorec/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/recovering-deleted-files-with-photorec/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're recovering deleted or lost files from a forensic disk image, damaged storage device.",
  "example_prompts": [
   "Help me with recovering deleted or lost files from a forensic disk image, damaged",
   "Walk me through recovering deleted files with photorec step by step",
   "What's the best way to approach recovering deleted files with photorec for my project?"
  ],
  "keywords": [
   "recovering-deleted-files-with-photorec",
   "recovers",
   "deleted",
   "files",
   "disk",
   "images",
   "storage",
   "media",
   "using",
   "photorec"
  ]
 },
 {
  "name": "recovering-from-ransomware-attack",
  "description": "Executes structured ransomware incident recovery following NIST/CISA frameworks: environment isolation, forensic evidence preservation, clean infrastructure rebuild, prioritized restoration from verified backups, credential reset, and Active Directory/database recovery in dependency order. Use when recovering from a ransomware attack, performing post-encryption restoration, or executing disaster recovery after ransomware encryption.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/recovering-from-ransomware-attack/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/recovering-from-ransomware-attack/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're recovering from a ransomware attack, performing post-encryption restoration.",
  "example_prompts": [
   "Help me with recovering from a ransomware attack, performing post-encryption restoration",
   "Walk me through recovering from ransomware attack step by step",
   "What's the best way to approach recovering from ransomware attack for my project?"
  ],
  "keywords": [
   "recovering-from-ransomware-attack",
   "executes",
   "structured",
   "ransomware",
   "incident",
   "recovery",
   "following",
   "nist",
   "cisa",
   "frameworks"
  ]
 },
 {
  "name": "red-teaming-llms-with-garak",
  "description": "Runs NVIDIA garak probe suites (jailbreak, prompt injection, data leakage, toxicity, and more) against an LLM endpoint - Hugging Face models, OpenAI-compatible APIs, or Bedrock - then interprets the resulting hit-rate report for triage. Use when baselining LLM security before/after deployment, validating that a guardrail or fine-tune reduces jailbreak/injection success rates, or producing evidence for an AI risk assessment.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/red-teaming-llms-with-garak/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/red-teaming-llms-with-garak/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're baselining LLM security before/after deployment, validating that a guardrail.",
  "example_prompts": [
   "Help me with baselining LLM security before/after deployment, validating that a guardrail",
   "Walk me through red teaming llms with garak step by step",
   "What's the best way to approach red teaming llms with garak for my project?"
  ],
  "keywords": [
   "red-teaming-llms-with-garak",
   "runs",
   "nvidia",
   "garak",
   "probe",
   "suites",
   "jailbreak",
   "prompt",
   "injection",
   "data"
  ]
 },
 {
  "name": "relaying-ntlm-for-adcs-esc8",
  "description": "Uses Impacket's ntlmrelayx.py with a coercion tool (PetitPotam, Coercer, printerbug) to relay NTLM authentication from a coerced domain controller into the AD CS HTTP web-enrollment endpoint (ESC8), obtaining a DC certificate usable via Certipy for PKINIT/DCSync. Use during internal AD penetration tests or purple-team exercises when AD CS Web Enrollment lacks Extended Protection for Authentication.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/relaying-ntlm-for-adcs-esc8/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/relaying-ntlm-for-adcs-esc8/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to use Impacket's ntlmrelayx.py with a coercion tool to relay NTLM authentication from a coerced domain controller into the AD.",
  "example_prompts": [
   "Can you help me use Impacket's ntlmrelayx.py with a coercion tool to relay NTLM authentication?",
   "Walk me through relaying ntlm for adcs esc8 step by step",
   "What's the best way to approach relaying ntlm for adcs esc8 for my project?"
  ],
  "keywords": [
   "relaying-ntlm-for-adcs-esc8",
   "uses",
   "impacket",
   "ntlmrelayx",
   "coercion",
   "tool",
   "petitpotam",
   "coercer",
   "printerbug",
   "relay"
  ]
 },
 {
  "name": "remediating-s3-bucket-misconfiguration",
  "description": "Provides step-by-step procedures for remediating Amazon S3 bucket misconfigurations that expose sensitive data: enabling S3 Block Public Access, auditing bucket policies and ACLs, enforcing encryption, configuring access logging, and deploying automated remediation with AWS Config and Lambda. Use when AWS Config or Security Hub flags public or unencrypted S3 buckets, or preparing audit evidence for storage security controls.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/remediating-s3-bucket-misconfiguration/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/remediating-s3-bucket-misconfiguration/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1WS Config or Security Hub flags public or unencrypted S3 buckets, or preparing audit evidence for storage security controls.",
  "example_prompts": [
   "I need help with \\1WS Config or Security Hub flags public or unencrypted S3 buckets",
   "Walk me through remediating s3 bucket misconfiguration step by step",
   "What's the best way to approach remediating s3 bucket misconfiguration for my project?"
  ],
  "keywords": [
   "remediating-s3-bucket-misconfiguration",
   "provides",
   "step-by-step",
   "procedures",
   "remediating",
   "amazon",
   "bucket",
   "misconfigurations",
   "expose",
   "sensitive"
  ]
 },
 {
  "name": "reverse-engineering-android-malware-with-jadx",
  "description": "Reverse engineers malicious Android APK files using the JADX decompiler to read Java/Kotlin source, inspect manifest permissions, receivers, services, and native libraries, and identify data theft, C2 communication, privilege escalation, or overlay-attack behavior. Use when analyzing a suspected Android banking trojan, spyware, SMS stealer, or other flagged APK, or when investigating mobile malware or Android threats generally.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/reverse-engineering-android-malware-with-jadx/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/reverse-engineering-android-malware-with-jadx/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're analyzing a suspected Android banking trojan, spyware, SMS stealer, or other flagged APK, or when investigating mobile malware.",
  "example_prompts": [
   "Help me with analyzing a suspected Android banking trojan, spyware, SMS stealer, or other",
   "Walk me through reverse engineering android malware with jadx step by step",
   "What's the best way to approach reverse engineering android malware with jadx for my project?"
  ],
  "keywords": [
   "reverse-engineering-android-malware-with-jadx",
   "reverse",
   "engineers",
   "malicious",
   "android",
   "apk",
   "files",
   "using",
   "jadx",
   "decompiler"
  ]
 },
 {
  "name": "reverse-engineering-dotnet-malware-with-dnspy",
  "description": "Reverse engineers .NET malware samples using the dnSpy decompiler and debugger to read C#/VB.NET source, deobfuscate code protected by tools like ConfuserEx or SmartAssembly, and extract hardcoded C2 configurations, keys, and credentials. Use when a sample is identified as a .NET assembly (e.g. AgentTesla, AsyncRAT, RedLine Stealer, Quasar RAT) and needs decompilation, deobfuscation, or config extraction.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/reverse-engineering-dotnet-malware-with-dnspy/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/reverse-engineering-dotnet-malware-with-dnspy/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a sample is identified as.",
  "example_prompts": [
   "I need help with a sample is identified as",
   "Walk me through reverse engineering dotnet malware with dnspy step by step",
   "What's the best way to approach reverse engineering dotnet malware with dnspy for my project?"
  ],
  "keywords": [
   "reverse-engineering-dotnet-malware-with-dnspy",
   "reverse",
   "engineers",
   "net",
   "malware",
   "samples",
   "using",
   "dnspy",
   "decompiler",
   "debugger"
  ]
 },
 {
  "name": "reverse-engineering-ios-app-with-frida",
  "description": "Reverse engineers iOS applications using Frida dynamic instrumentation to understand internal logic, extract encryption keys, bypass security controls, and discover hidden functionality without source code access. Use when performing authorized iOS penetration testing, analyzing proprietary protocols, understanding obfuscated logic, or extracting runtime secrets from iOS binaries. Activates for requests involving iOS reverse engineering, Frida iOS hooking, Objective-C/Swift method tracing, or iOS binary analysis.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/reverse-engineering-ios-app-with-frida/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/reverse-engineering-ios-app-with-frida/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're performing authorized iOS penetration testing, analyzing proprietary protocols, understanding obfuscated logic.",
  "example_prompts": [
   "Help me with performing authorized iOS penetration testing, analyzing proprietary protocols, understanding obfuscated logic",
   "Walk me through reverse engineering ios app with frida step by step",
   "What's the best way to approach reverse engineering ios app with frida for my project?"
  ],
  "keywords": [
   "reverse-engineering-ios-app-with-frida",
   "reverse",
   "engineers",
   "ios",
   "applications",
   "using",
   "frida",
   "dynamic",
   "instrumentation",
   "understand"
  ]
 },
 {
  "name": "reverse-engineering-malware-with-ghidra",
  "description": "Reverse engineers malware binaries using NSA's Ghidra disassembler and decompiler to study internal logic, cryptographic routines, C2 protocols, and evasion techniques at the assembly and pseudo-C level. Use when static or dynamic analysis flags suspicious functionality needing deeper code review, such as reversing C2 protocols, encryption algorithms, custom obfuscation, or a sample's exploit mechanism.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/reverse-engineering-malware-with-ghidra/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/reverse-engineering-malware-with-ghidra/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to static or dynamic analysis flags suspicious functionality needing deeper code review, such as reversing C2 protocols.",
  "example_prompts": [
   "Can you help me static or dynamic analysis flags suspicious functionality needing deeper code review?",
   "Walk me through reverse engineering malware with ghidra step by step",
   "What's the best way to approach reverse engineering malware with ghidra for my project?"
  ],
  "keywords": [
   "reverse-engineering-malware-with-ghidra",
   "reverse",
   "engineers",
   "malware",
   "binaries",
   "using",
   "nsa",
   "ghidra",
   "disassembler",
   "decompiler"
  ]
 },
 {
  "name": "reverse-engineering-ransomware-encryption-routine",
  "description": "Reverse engineer ransomware encryption routines to identify cryptographic algorithms, key generation flaws, and potential decryption opportunities using static and dynamic analysis.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/reverse-engineering-ransomware-encryption-routine/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/reverse-engineering-ransomware-encryption-routine/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to reverse engineer ransomware encryption routines to identify cryptographic algorithms, key generation flaws.",
  "example_prompts": [
   "Can you help me reverse engineer ransomware encryption routines to identify cryptographic algorithms, key generation?",
   "Walk me through reverse engineering ransomware encryption routine step by step",
   "What's the best way to approach reverse engineering ransomware encryption routine for my project?"
  ],
  "keywords": [
   "reverse-engineering-ransomware-encryption-routine",
   "reverse",
   "engineer",
   "ransomware",
   "encryption",
   "routines",
   "identify",
   "cryptographic",
   "algorithms",
   "key"
  ]
 },
 {
  "name": "reverse-engineering-rust-malware",
  "description": "Reverse engineers Rust-compiled malware using IDA Pro and Ghidra, covering techniques for non-null-terminated fat-pointer strings, monomorphized/duplicated generic code, Result/Option unwrap chains, crate dependency extraction, and Rust-specific control flow and calling conventions. Use when analyzing Rust-based malware samples (e.g. BlackCat/ALPHV, Hive, Buer Loader) or attack artifacts in an authorized, controlled environment.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/reverse-engineering-rust-malware/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/reverse-engineering-rust-malware/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're analyzing Rust-based malware samples or attack artifacts in an authorized, controlled environment.",
  "example_prompts": [
   "Help me with analyzing Rust-based malware samples or attack artifacts in an authorized, controlled",
   "Walk me through reverse engineering rust malware step by step",
   "What's the best way to approach reverse engineering rust malware for my project?"
  ],
  "keywords": [
   "reverse-engineering-rust-malware",
   "reverse",
   "engineers",
   "rust-compiled",
   "malware",
   "using",
   "ida",
   "pro",
   "ghidra",
   "covering"
  ]
 },
 {
  "name": "scanning-container-images-with-grype",
  "description": "Scans container images, filesystems, and SBOMs for known CVEs with Anchore Grype, matching Syft-generated SBOM packages against NVD, GitHub Advisories, and OS-specific feeds with configurable severity thresholds and failure gates. Use when Grype or Syft is the chosen toolchain, when scanning an existing SBOM rather than an image, or when gating a build on severity. Keywords: Grype, Syft, SBOM, NVD, GitHub Advisory, --fail-on, severity threshold. Do not use when the toolchain is Trivy - use scanning-docker-images-with-trivy.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/scanning-container-images-with-grype/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/scanning-container-images-with-grype/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1rype or Syft is the chosen toolchain, when scanning an existing SBOM rather than an image, or when gating a build on severity.",
  "example_prompts": [
   "I need help with \\1rype or Syft is the chosen toolchain, when scanning an existing",
   "Walk me through scanning container images with grype step by step",
   "What's the best way to approach scanning container images with grype for my project?"
  ],
  "keywords": [
   "scanning-container-images-with-grype",
   "scans",
   "container",
   "images",
   "filesystems",
   "sboms",
   "known",
   "cves",
   "anchore",
   "grype"
  ]
 },
 {
  "name": "scanning-containers-with-trivy-in-cicd",
  "description": "Integrates Aqua Security's Trivy scanner into CI/CD pipelines to detect OS package and application dependency CVEs, Dockerfile misconfigurations, and issues in filesystems or git repositories, and to enforce severity-based quality gates that block vulnerable images from being deployed. Use when building Docker images in CI/CD and needing automated vulnerability scanning and pass/fail gates before registry push or production deployment.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/scanning-containers-with-trivy-in-cicd/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/scanning-containers-with-trivy-in-cicd/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building Docker images in CI/CD and needing automated vulnerability scanning and pass/fail gates before registry push.",
  "example_prompts": [
   "Help me with building Docker images in CI/CD and needing automated vulnerability scanning",
   "Walk me through scanning containers with trivy in cicd step by step",
   "What's the best way to approach scanning containers with trivy in cicd for my project?"
  ],
  "keywords": [
   "scanning-containers-with-trivy-in-cicd",
   "integrates",
   "aqua",
   "security",
   "trivy",
   "scanner",
   "into",
   "pipelines",
   "detect",
   "package"
  ]
 },
 {
  "name": "scanning-docker-images-with-trivy",
  "description": "Scans a Docker image with Trivy for vulnerabilities in OS packages and language dependencies, misconfiguration, exposed secrets, and licence violations, emitting SARIF, CycloneDX, or SPDX output. Use when scanning or gating a specific image, wiring an image scan into CI/CD, or checking an image during an incident investigation. Keywords: Trivy, image scan, --severity, --exit-code, SARIF, ignore file, .trivyignore. Do not use for cluster-wide scanning or non-image targets - use performing-container-security-scanning-with-trivy; when the toolchain is Grype use scanning-container-images-with-grype.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/scanning-docker-images-with-trivy/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/scanning-docker-images-with-trivy/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're scanning or gating a specific image, wiring an image scan into CI/CD, or checking an image during an incident investigation.",
  "example_prompts": [
   "Help me with scanning or gating a specific image, wiring an image scan into",
   "Walk me through scanning docker images with trivy step by step",
   "What's the best way to approach scanning docker images with trivy for my project?"
  ],
  "keywords": [
   "scanning-docker-images-with-trivy",
   "scans",
   "docker",
   "image",
   "trivy",
   "vulnerabilities",
   "packages",
   "language",
   "dependencies",
   "misconfiguration"
  ]
 },
 {
  "name": "scanning-iac-and-images-with-trivy",
  "description": "Scans container images, Infrastructure-as-Code (Terraform, CloudFormation, Kubernetes manifests, Dockerfile, Helm), filesystems, git repos, and SBOMs with Trivy's vuln, misconfig, secret, and license scanners. Use when building a CI/CD security gate that scans images before push, IaC before apply, or SBOMs for supply-chain weaknesses, and fails the build on policy violations.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/scanning-iac-and-images-with-trivy/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/scanning-iac-and-images-with-trivy/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're building a CI/CD security gate that scans images before push, IaC before apply, or SBOMs for supply-chain weaknesses.",
  "example_prompts": [
   "Help me with building a CI/CD security gate that scans images before push, IaC",
   "Walk me through scanning iac and images with trivy step by step",
   "What's the best way to approach scanning iac and images with trivy for my project?"
  ],
  "keywords": [
   "scanning-iac-and-images-with-trivy",
   "scans",
   "container",
   "images",
   "infrastructure-as-code",
   "terraform",
   "cloudformation",
   "kubernetes",
   "manifests",
   "dockerfile"
  ]
 },
 {
  "name": "scanning-infrastructure-with-nessus",
  "description": "Tenable Nessus is the industry-leading vulnerability scanner used to identify security weaknesses across network infrastructure including servers, workstations, network devices, and operating systems.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/scanning-infrastructure-with-nessus/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/scanning-infrastructure-with-nessus/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to tenable Nessus is the industry-leading vulnerability scanner used to identify security weaknesses across network.",
  "example_prompts": [
   "Can you help me tenable Nessus is the industry-leading vulnerability scanner used to identify security?",
   "Walk me through scanning infrastructure with nessus step by step",
   "What's the best way to approach scanning infrastructure with nessus for my project?"
  ],
  "keywords": [
   "scanning-infrastructure-with-nessus",
   "tenable",
   "nessus",
   "industry-leading",
   "vulnerability",
   "scanner",
   "used",
   "identify",
   "security",
   "weaknesses"
  ]
 },
 {
  "name": "scanning-kubernetes-manifests-with-kubesec",
  "description": "Scores Kubernetes resource manifests with Kubesec to flag misconfiguration and privilege-escalation risk before deployment, mapping each finding back to the securityContext change that fixes it. Use when gating manifests in CI, reviewing YAML or a rendered chart before it reaches a cluster, or explaining why a manifest scored negatively. Keywords: Kubesec, manifest score, securityContext, readOnlyRootFilesystem, runAsNonRoot, CI gate. Do not use for scanning built images for CVEs - use scanning-docker-images-with-trivy; for admission-time enforcement use implementing-opa-gatekeeper-for-policy-enforcement.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/scanning-kubernetes-manifests-with-kubesec/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/scanning-kubernetes-manifests-with-kubesec/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're gating manifests in CI, reviewing YAML or a rendered chart before it reaches a cluster.",
  "example_prompts": [
   "Help me with gating manifests in CI, reviewing YAML or a rendered chart before",
   "Walk me through scanning kubernetes manifests with kubesec step by step",
   "What's the best way to approach scanning kubernetes manifests with kubesec for my project?"
  ],
  "keywords": [
   "scanning-kubernetes-manifests-with-kubesec",
   "scores",
   "kubernetes",
   "resource",
   "manifests",
   "kubesec",
   "flag",
   "misconfiguration",
   "privilege-escalation",
   "risk"
  ]
 },
 {
  "name": "scanning-network-with-nmap-advanced",
  "description": "Performs advanced network recon using Nmap's Scripting Engine (NSE), timing controls, firewall/IDS evasion, and structured output parsing to discover hosts, enumerate service versions, detect vulnerabilities, and fingerprint OSes. Use during authorized penetration tests or enterprise asset-discovery assessments needing scan evasion, NSE vulnerability checks, or output fed into a vulnerability management pipeline.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/scanning-network-with-nmap-advanced/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/scanning-network-with-nmap-advanced/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to perform advanced network recon using Nmap's Scripting Engine , timing controls, firewall/IDS evasion.",
  "example_prompts": [
   "Can you help me perform advanced network recon using Nmap's Scripting Engine , timing controls?",
   "Walk me through scanning network with nmap advanced step by step",
   "What's the best way to approach scanning network with nmap advanced for my project?"
  ],
  "keywords": [
   "scanning-network-with-nmap-advanced",
   "performs",
   "advanced",
   "network",
   "recon",
   "using",
   "nmap",
   "scripting",
   "engine",
   "nse"
  ]
 },
 {
  "name": "securing-agentic-ai-tool-invocation",
  "description": "Implements defense-in-depth controls at an AI agent's tool-invocation boundary using tool allowlisting, least-privilege identity binding, NeMo Guardrails policy enforcement, human-in-the-loop approval, and audit logging. Use when hardening an agent that calls tools with real side effects (email, payments, file writes, code execution), mapping OWASP Agentic AI Top 10 controls, or bounding prompt-injection blast radius.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/securing-agentic-ai-tool-invocation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/securing-agentic-ai-tool-invocation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hardening an agent that calls tools with real side effects , mapping OWASP Agentic AI Top 10 controls.",
  "example_prompts": [
   "Help me with hardening an agent that calls tools with real side effects",
   "Walk me through securing agentic ai tool invocation step by step",
   "What's the best way to approach securing agentic ai tool invocation for my project?"
  ],
  "keywords": [
   "securing-agentic-ai-tool-invocation",
   "implements",
   "defense-in-depth",
   "controls",
   "agent",
   "tool-invocation",
   "boundary",
   "using",
   "tool",
   "allowlisting"
  ]
 },
 {
  "name": "securing-api-gateway-with-aws-waf",
  "description": "Secures AWS API Gateway endpoints with AWS WAF by configuring managed rule groups for OWASP Top 10 protection, custom rate-limiting rules, bot control, IP reputation filtering, and WAF metric monitoring. Use when deploying API Gateway endpoints that need protection against common web attacks, or when implementing rate limiting and throttling to prevent API abuse and DDoS.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/securing-api-gateway-with-aws-waf/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/securing-api-gateway-with-aws-waf/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying API Gateway endpoints that need protection against common web attacks.",
  "example_prompts": [
   "Help me with deploying API Gateway endpoints that need protection against common web attacks",
   "Walk me through securing api gateway with aws waf step by step",
   "What's the best way to approach securing api gateway with aws waf for my project?"
  ],
  "keywords": [
   "securing-api-gateway-with-aws-waf",
   "secures",
   "aws",
   "api",
   "gateway",
   "endpoints",
   "waf",
   "configuring",
   "managed",
   "rule"
  ]
 },
 {
  "name": "securing-aws-iam-permissions",
  "description": "Hardens AWS IAM configurations to enforce least-privilege access, covering IAM policy scoping, permission boundaries, IAM Access Analyzer integration, and credential rotation strategies. Use when reducing the blast radius of compromised AWS identities, auditing overly permissive IAM policies, or setting up permission boundaries and Access Analyzer findings review across cloud accounts.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/securing-aws-iam-permissions/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/securing-aws-iam-permissions/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're reducing the blast radius of compromised AWS identities, auditing overly permissive IAM policies.",
  "example_prompts": [
   "Help me with reducing the blast radius of compromised AWS identities, auditing overly permissive",
   "Walk me through securing aws iam permissions step by step",
   "What's the best way to approach securing aws iam permissions for my project?"
  ],
  "keywords": [
   "securing-aws-iam-permissions",
   "hardens",
   "aws",
   "iam",
   "configurations",
   "enforce",
   "least-privilege",
   "access",
   "covering",
   "policy"
  ]
 },
 {
  "name": "securing-aws-lambda-execution-roles",
  "description": "Hardens AWS Lambda execution roles by writing least-privilege IAM policies, applying permission boundaries, restricting resource-based policies, validating permissions with IAM Access Analyzer, and enforcing role scoping through SCPs. Use when deploying new Lambda functions, remediating overly permissive Lambda roles found in an audit, or building reusable least-privilege IAM role templates for serverless teams.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/securing-aws-lambda-execution-roles/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/securing-aws-lambda-execution-roles/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying new Lambda functions, remediating overly permissive Lambda roles found in an audit.",
  "example_prompts": [
   "Help me with deploying new Lambda functions, remediating overly permissive Lambda roles found in",
   "Walk me through securing aws lambda execution roles step by step",
   "What's the best way to approach securing aws lambda execution roles for my project?"
  ],
  "keywords": [
   "securing-aws-lambda-execution-roles",
   "hardens",
   "aws",
   "lambda",
   "execution",
   "roles",
   "writing",
   "least-privilege",
   "iam",
   "policies"
  ]
 },
 {
  "name": "securing-azure-with-microsoft-defender",
  "description": "Deploys and configures Microsoft Defender for Cloud as a CNAPP for Azure, multi-cloud, and hybrid environments: enabling Defender plans for servers, containers, storage, and databases, configuring recommendations, and managing Secure Score via the unified Defender portal. Use when onboarding workloads to Defender for Cloud or setting up cloud workload protection and threat monitoring.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/securing-azure-with-microsoft-defender/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/securing-azure-with-microsoft-defender/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're onboarding workloads to Defender for Cloud or setting up cloud workload protection and threat monitoring.",
  "example_prompts": [
   "Help me with onboarding workloads to Defender for Cloud or setting up cloud workload",
   "Walk me through securing azure with microsoft defender step by step",
   "What's the best way to approach securing azure with microsoft defender for my project?"
  ],
  "keywords": [
   "securing-azure-with-microsoft-defender",
   "deploys",
   "configures",
   "microsoft",
   "defender",
   "cloud",
   "cnapp",
   "azure",
   "multi-cloud",
   "hybrid"
  ]
 },
 {
  "name": "securing-container-registry-images",
  "description": "Secures container registry images (ECR, ACR, GCR, Docker Hub) by scanning with Trivy and Grype, signing with Cosign and Sigstore, configuring registry access controls, and building CI/CD pipelines that block unscanned or unsigned images. Use when establishing registry security controls or enforcing scan/signature checks before image promotion.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/securing-container-registry-images/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/securing-container-registry-images/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're establishing registry security controls or enforcing scan/signature checks before image promotion.",
  "example_prompts": [
   "Help me with establishing registry security controls or enforcing scan/signature checks before image promotion",
   "Walk me through securing container registry images step by step",
   "What's the best way to approach securing container registry images for my project?"
  ],
  "keywords": [
   "securing-container-registry-images",
   "secures",
   "container",
   "registry",
   "images",
   "ecr",
   "acr",
   "gcr",
   "docker",
   "hub"
  ]
 },
 {
  "name": "securing-container-registry-with-harbor",
  "description": "Configures the security features of the Harbor open-source container registry - integrated Trivy scanning, Cosign and Notary content trust policies, project-level RBAC, immutable tag and retention rules, and OIDC authentication - to enforce provenance and block deployment of vulnerable images. Use when deploying or hardening Harbor, or when compliance requires that only signed and scanned images can be pulled. Keywords: Harbor, project policy, content trust, immutable tag, retention, robot account, OIDC, replication. Do not use for signing images with Cosign outside a registry - use implementing-image-provenance-verification-with-cosign.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/securing-container-registry-with-harbor/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/securing-container-registry-with-harbor/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying or hardening Harbor, or when compliance requires that only signed and scanned images can be pulled.",
  "example_prompts": [
   "Help me with deploying or hardening Harbor, or when compliance requires that only signed",
   "Walk me through securing container registry with harbor step by step",
   "What's the best way to approach securing container registry with harbor for my project?"
  ],
  "keywords": [
   "securing-container-registry-with-harbor",
   "configures",
   "security",
   "features",
   "harbor",
   "open-source",
   "container",
   "registry",
   "integrated",
   "trivy"
  ]
 },
 {
  "name": "securing-github-actions-workflows",
  "description": "Hardens GitHub Actions workflows against supply chain attacks, credential theft, and privilege escalation: pinning actions to SHA digests, minimizing GITHUB_TOKEN permissions, protecting secrets, preventing script injection in workflow expressions, and requiring reviewers for workflow changes. Use when hardening GitHub Actions workflows that handle secrets, deploy to production, or run with elevated permissions.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/securing-github-actions-workflows/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/securing-github-actions-workflows/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're hardening GitHub Actions workflows that handle secrets, deploy to production, or run with elevated permissions.",
  "example_prompts": [
   "Help me with hardening GitHub Actions workflows that handle secrets, deploy to production",
   "Walk me through securing github actions workflows step by step",
   "What's the best way to approach securing github actions workflows for my project?"
  ],
  "keywords": [
   "securing-github-actions-workflows",
   "hardens",
   "github",
   "actions",
   "workflows",
   "against",
   "supply",
   "chain",
   "attacks",
   "credential"
  ]
 },
 {
  "name": "securing-helm-chart-deployments",
  "description": "Secures Helm chart deployments by verifying chart signatures and provenance, rendering and linting templates for misconfiguration, enforcing pod security contexts through values.yaml, moving secrets into an external store instead of Helm values, and scoping RBAC for Helm operations in CI/CD. Use when deploying charts to Kubernetes or reviewing chart provenance, templates, or release RBAC. Keywords: Helm, provenance file, helm verify, helm lint, values.yaml, Tiller-less, release RBAC, external secrets. Do not use for scanning the rendered manifests themselves - use scanning-kubernetes-manifests-with-kubesec.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/securing-helm-chart-deployments/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/securing-helm-chart-deployments/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying charts to Kubernetes or reviewing chart provenance, templates, or release RBAC.",
  "example_prompts": [
   "Help me with deploying charts to Kubernetes or reviewing chart provenance, templates, or release",
   "Walk me through securing helm chart deployments step by step",
   "What's the best way to approach securing helm chart deployments for my project?"
  ],
  "keywords": [
   "securing-helm-chart-deployments",
   "secures",
   "helm",
   "chart",
   "deployments",
   "verifying",
   "signatures",
   "provenance",
   "rendering",
   "linting"
  ]
 },
 {
  "name": "securing-historian-server-in-ot-environment",
  "description": "Audits and hardens process historian servers (OSIsoft PI, Honeywell PHD, GE Proficy, AVEVA Historian) in OT environments: Purdue-level network placement, interface access control, secure DMZ replication via data diodes or PI-to-PI connectors, SQL injection prevention, and process data integrity. Use when auditing or hardening a historian server, or designing secure OT-to-IT data replication through a DMZ.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/securing-historian-server-in-ot-environment/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/securing-historian-server-in-ot-environment/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're auditing or hardening a historian server, or designing secure OT-to-IT data replication through a DMZ.",
  "example_prompts": [
   "Help me with auditing or hardening a historian server, or designing secure OT-to-IT data",
   "Walk me through securing historian server in ot environment step by step",
   "What's the best way to approach securing historian server in ot environment for my project?"
  ],
  "keywords": [
   "securing-historian-server-in-ot-environment",
   "audits",
   "hardens",
   "process",
   "historian",
   "servers",
   "osisoft",
   "honeywell",
   "phd",
   "proficy"
  ]
 },
 {
  "name": "securing-kubernetes-on-cloud",
  "description": "Hardens managed Kubernetes clusters on EKS, AKS, and GKE by implementing Pod Security Standards, network policies, workload identity (IRSA for EKS, Workload Identity for GKE, Managed Identities for AKS), RBAC scoping, image admission controls, and runtime security monitoring. Use when deploying a new managed Kubernetes cluster with security requirements or hardening an existing EKS, AKS, or GKE cluster after an audit or pentest finding.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/securing-kubernetes-on-cloud/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/securing-kubernetes-on-cloud/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying a new managed Kubernetes cluster with security requirements or hardening an existing EKS, AKS.",
  "example_prompts": [
   "Help me with deploying a new managed Kubernetes cluster with security requirements or hardening",
   "Walk me through securing kubernetes on cloud step by step",
   "What's the best way to approach securing kubernetes on cloud for my project?"
  ],
  "keywords": [
   "securing-kubernetes-on-cloud",
   "hardens",
   "managed",
   "kubernetes",
   "clusters",
   "eks",
   "aks",
   "gke",
   "implementing",
   "pod"
  ]
 },
 {
  "name": "securing-remote-access-to-ot-environment",
  "description": "Designs and configures secure remote access to OT/ICS environments for operators, engineers, and vendors: jump server architecture, multi-factor authentication, session recording, privileged access management, vendor access controls, and IEC 62443 / NERC CIP-005 compliance. Use when designing OT remote access architecture or configuring a jump server with privileged access management.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/securing-remote-access-to-ot-environment/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/securing-remote-access-to-ot-environment/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're designing OT remote access architecture or configuring a jump server with privileged access management.",
  "example_prompts": [
   "Help me with designing OT remote access architecture or configuring a jump server",
   "Walk me through securing remote access to ot environment step by step",
   "What's the best way to approach securing remote access to ot environment for my project?"
  ],
  "keywords": [
   "securing-remote-access-to-ot-environment",
   "designs",
   "configures",
   "secure",
   "remote",
   "access",
   "ics",
   "environments",
   "operators",
   "engineers"
  ]
 },
 {
  "name": "securing-serverless-functions",
  "description": "Hardens serverless compute platforms (AWS Lambda, Azure Functions, Google Cloud Functions): least-privilege IAM roles, dependency vulnerability scanning, secrets management integration, input validation, function URL authentication, and runtime monitoring. Use when deploying serverless functions with sensitive access, auditing for overly permissive roles, or adding functions to a DevSecOps pipeline.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/securing-serverless-functions/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/securing-serverless-functions/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're deploying serverless functions with sensitive access, auditing for overly permissive roles.",
  "example_prompts": [
   "Help me with deploying serverless functions with sensitive access, auditing for overly permissive roles",
   "Walk me through securing serverless functions step by step",
   "What's the best way to approach securing serverless functions for my project?"
  ],
  "keywords": [
   "securing-serverless-functions",
   "hardens",
   "serverless",
   "compute",
   "platforms",
   "aws",
   "lambda",
   "azure",
   "functions",
   "google"
  ]
 },
 {
  "name": "testing-android-intents-for-vulnerabilities",
  "description": "Tests Android inter-process communication (IPC) through intents for vulnerabilities including intent injection, unauthorized component access, broadcast sniffing, pending intent hijacking, and content provider data leakage. Use when assessing Android app attack surface through exported components, testing intent-based data flows, or evaluating IPC security. Activates for requests involving Android intent security, IPC testing, exported component analysis, or Drozer assessment.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-android-intents-for-vulnerabilities/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-android-intents-for-vulnerabilities/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're assessing Android app attack surface through exported components, testing intent-based data flows, or evaluating IPC security.",
  "example_prompts": [
   "Help me with assessing Android app attack surface through exported components, testing intent-based data",
   "Walk me through testing android intents for vulnerabilities step by step",
   "What's the best way to approach testing android intents for vulnerabilities for my project?"
  ],
  "keywords": [
   "testing-android-intents-for-vulnerabilities",
   "tests",
   "android",
   "inter-process",
   "communication",
   "ipc",
   "through",
   "intents",
   "vulnerabilities",
   "including"
  ]
 },
 {
  "name": "testing-api-authentication-weaknesses",
  "description": "Tests API authentication mechanisms for weaknesses including broken token validation, missing authentication on endpoints, weak password policies, credential stuffing susceptibility, token leakage in URLs or logs, and session management flaws. The tester evaluates JWT implementation, API key handling, OAuth flows, and session token entropy to identify authentication bypasses. Maps to OWASP API2:2023 Broken Authentication. Activates for requests involving API authentication testing, token validation assessment, credential security testing, or API auth bypass.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-api-authentication-weaknesses/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-api-authentication-weaknesses/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to test API authentication mechanisms for weaknesses including broken token validation, missing authentication on endpoints.",
  "example_prompts": [
   "Can you help me test API authentication mechanisms for weaknesses including broken token validation, missing?",
   "Walk me through testing api authentication weaknesses step by step",
   "What's the best way to approach testing api authentication weaknesses for my project?"
  ],
  "keywords": [
   "testing-api-authentication-weaknesses",
   "tests",
   "api",
   "authentication",
   "mechanisms",
   "weaknesses",
   "including",
   "broken",
   "token",
   "validation"
  ]
 },
 {
  "name": "testing-api-for-broken-object-level-authorization",
  "description": "Tests REST and GraphQL APIs for Broken Object Level Authorization (BOLA/IDOR, OWASP API1:2023) by intercepting API calls, identifying object ID parameters (numeric IDs, UUIDs, slugs), and systematically substituting IDs belonging to other users to check whether the server enforces per-object authorization. Use when asked to test BOLA or IDOR in an API, verify object-level authorization, or assess an API for access control bypass.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-api-for-broken-object-level-authorization/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-api-for-broken-object-level-authorization/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to asked to test BOLA or IDOR in an API, verify object-level authorization, or assess an API for access control bypass.",
  "example_prompts": [
   "Can you help me asked to test BOLA or IDOR in an API, verify object-level?",
   "Walk me through testing api for broken object level authorization step by step",
   "What's the best way to approach testing api for broken object level authorization for my project?"
  ],
  "keywords": [
   "testing-api-for-broken-object-level-authorization",
   "tests",
   "rest",
   "graphql",
   "apis",
   "broken",
   "object",
   "level",
   "authorization",
   "bola"
  ]
 },
 {
  "name": "testing-api-for-mass-assignment-vulnerability",
  "description": "Tests APIs for mass assignment (auto-binding), OWASP API3:2023, by identifying writable endpoints, adding undocumented fields to request bodies (role, isAdmin, price, balance), and checking whether the server binds them to the data model without filtering. Use when testing an API for mass assignment, parameter binding abuse, or over-posting on profile, registration, or object-creation endpoints.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-api-for-mass-assignment-vulnerability/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-api-for-mass-assignment-vulnerability/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're testing an API for mass assignment, parameter binding abuse, or over-posting on profile, registration, or object-creation endpoints.",
  "example_prompts": [
   "Help me with testing an API for mass assignment, parameter binding abuse, or over-posting",
   "Walk me through testing api for mass assignment vulnerability step by step",
   "What's the best way to approach testing api for mass assignment vulnerability for my project?"
  ],
  "keywords": [
   "testing-api-for-mass-assignment-vulnerability",
   "tests",
   "apis",
   "mass",
   "assignment",
   "auto-binding",
   "owasp",
   "api3",
   "identifying",
   "writable"
  ]
 },
 {
  "name": "testing-api-security-with-owasp-top-10",
  "description": "Systematically assesses REST, GraphQL, and gRPC API endpoints against the OWASP API Security Top 10 (2023) using Burp Suite and Postman for automated and manual testing. Use during authorized API penetration tests, before deploying new endpoints to production, or when validating API gateway controls and rate limiting.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-api-security-with-owasp-top-10/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-api-security-with-owasp-top-10/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for systematically assesses REST, GraphQL, and gRPC API endpoints against the OWASP API Security Top 10 using Burp Suite and Postman.",
  "example_prompts": [
   "Can you help me systematically assesses REST, GraphQL, and gRPC API endpoints against the OWASP?",
   "Walk me through testing api security with owasp top 10 step by step",
   "What's the best way to approach testing api security with owasp top 10 for my project?"
  ],
  "keywords": [
   "testing-api-security-with-owasp-top-10",
   "systematically",
   "assesses",
   "rest",
   "graphql",
   "grpc",
   "api",
   "endpoints",
   "against",
   "owasp"
  ]
 },
 {
  "name": "testing-cors-misconfiguration",
  "description": "Identifying and exploiting Cross-Origin Resource Sharing misconfigurations that allow unauthorized cross-domain data access and credential theft during security assessments.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-cors-misconfiguration/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-cors-misconfiguration/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for identifying and exploiting Cross-Origin Resource Sharing misconfigurations that allow unauthorized cross-domain data access and credential.",
  "example_prompts": [
   "Help me with identifying and exploiting Cross-Origin Resource Sharing misconfigurations that allow unauthorized cross-domain",
   "Walk me through testing cors misconfiguration step by step",
   "What's the best way to approach testing cors misconfiguration for my project?"
  ],
  "keywords": [
   "testing-cors-misconfiguration",
   "identifying",
   "exploiting",
   "cross-origin",
   "resource",
   "sharing",
   "misconfigurations",
   "allow",
   "unauthorized",
   "cross-domain"
  ]
 },
 {
  "name": "testing-for-broken-access-control",
  "description": "Systematically tests web applications and APIs for broken access control (OWASP A01:2021), including privilege escalation, missing function-level checks, insecure direct object references, and multi-tenant data leakage, using Burp Suite with the Authorize extension. Use during authorized penetration tests or RBAC/multi-tenant authorization audits.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-for-broken-access-control/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-for-broken-access-control/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for systematically tests web applications and APIs for broken access control , including privilege escalation, missing function-level checks.",
  "example_prompts": [
   "Can you help me systematically tests web applications and APIs for broken access control?",
   "Walk me through testing for broken access control step by step",
   "What's the best way to approach testing for broken access control for my project?"
  ],
  "keywords": [
   "testing-for-broken-access-control",
   "systematically",
   "tests",
   "web",
   "applications",
   "apis",
   "broken",
   "access",
   "control",
   "owasp"
  ]
 },
 {
  "name": "testing-for-business-logic-vulnerabilities",
  "description": "Manually identifies flaws in application business logic - price manipulation, multi-step workflow bypass, and privilege escalation - by intercepting and modifying requests with Burp Suite, going beyond what automated vulnerability scanners detect. Use for e-commerce checkout/cart flows, voucher and rewards systems, or any assessment where scanners find little but business rules need scrutiny.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-for-business-logic-vulnerabilities/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-for-business-logic-vulnerabilities/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to e-commerce checkout/cart flows, voucher and rewards systems.",
  "example_prompts": [
   "Can you help me e-commerce checkout/cart flows, voucher and rewards systems?",
   "Walk me through testing for business logic vulnerabilities step by step",
   "What's the best way to approach testing for business logic vulnerabilities for my project?"
  ],
  "keywords": [
   "testing-for-business-logic-vulnerabilities",
   "manually",
   "identifies",
   "flaws",
   "application",
   "business",
   "logic",
   "price",
   "manipulation",
   "multi-step"
  ]
 },
 {
  "name": "testing-for-email-header-injection",
  "description": "Tests web application email functionality (contact forms, password reset, newsletter subscriptions) for CRLF/SMTP header injection using Burp Suite and OWASP ZAP, checking whether attackers can inject headers, modify recipients, or abuse forms for spam relay. Use when testing any user-input-driven email-sending feature during a penetration test.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-for-email-header-injection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-for-email-header-injection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're testing any user-input-driven email-sending feature during a penetration test.",
  "example_prompts": [
   "Help me with testing any user-input-driven email-sending feature during a penetration test",
   "Walk me through testing for email header injection step by step",
   "What's the best way to approach testing for email header injection for my project?"
  ],
  "keywords": [
   "testing-for-email-header-injection",
   "tests",
   "web",
   "application",
   "email",
   "functionality",
   "contact",
   "forms",
   "password",
   "reset"
  ]
 },
 {
  "name": "testing-for-host-header-injection",
  "description": "Test web applications for HTTP Host header injection vulnerabilities to identify password reset poisoning, web cache poisoning, SSRF, and virtual host routing manipulation risks.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-for-host-header-injection/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-for-host-header-injection/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to test web applications for HTTP Host header injection vulnerabilities to identify password reset poisoning.",
  "example_prompts": [
   "Can you help me test web applications for HTTP Host header injection vulnerabilities to identify?",
   "Walk me through testing for host header injection step by step",
   "What's the best way to approach testing for host header injection for my project?"
  ],
  "keywords": [
   "testing-for-host-header-injection",
   "test",
   "web",
   "applications",
   "http",
   "host",
   "header",
   "injection",
   "vulnerabilities",
   "identify"
  ]
 },
 {
  "name": "testing-for-json-web-token-vulnerabilities",
  "description": "Tests JWT implementations for algorithm confusion, \"none\" algorithm bypass, kid/jku parameter injection, and weak secret exploitation using jwt_tool and Burp Suite's JWT Editor extension, aiming to achieve authentication bypass and privilege escalation. Use when assessing JWT-based auth/session management, OAuth2/OIDC token handling, or SSO systems during a security engagement.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-for-json-web-token-vulnerabilities/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-for-json-web-token-vulnerabilities/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're assessing JWT-based auth/session management, OAuth2/OIDC token handling, or SSO systems during a security engagement.",
  "example_prompts": [
   "Help me with assessing JWT-based auth/session management, OAuth2/OIDC token handling, or SSO systems during",
   "Walk me through testing for json web token vulnerabilities step by step",
   "What's the best way to approach testing for json web token vulnerabilities for my project?"
  ],
  "keywords": [
   "testing-for-json-web-token-vulnerabilities",
   "tests",
   "jwt",
   "implementations",
   "algorithm",
   "confusion",
   "none",
   "bypass",
   "kid",
   "jku"
  ]
 },
 {
  "name": "testing-for-open-redirect-vulnerabilities",
  "description": "Identifies and exploits open redirect vulnerabilities by analyzing URL redirection parameters (next, url, redirect, return, goto), applying bypass techniques, and chaining findings into phishing or token-theft exploits, using Burp Suite/OWASP ZAP and Burp Collaborator. Use when testing login/logout flows, OAuth redirect_uri handling, or SSO redirect validation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-for-open-redirect-vulnerabilities/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-for-open-redirect-vulnerabilities/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're testing login/logout flows, OAuth redirect_uri handling, or SSO redirect validation.",
  "example_prompts": [
   "Help me with testing login/logout flows, OAuth redirect_uri handling, or SSO redirect validation",
   "Walk me through testing for open redirect vulnerabilities step by step",
   "What's the best way to approach testing for open redirect vulnerabilities for my project?"
  ],
  "keywords": [
   "testing-for-open-redirect-vulnerabilities",
   "identifies",
   "exploits",
   "open",
   "redirect",
   "vulnerabilities",
   "analyzing",
   "url",
   "redirection",
   "parameters"
  ]
 },
 {
  "name": "testing-for-sensitive-data-exposure",
  "description": "Identifying sensitive data exposure vulnerabilities including API key leakage, PII in responses, insecure storage, and unprotected data transmission during security assessments.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-for-sensitive-data-exposure/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-for-sensitive-data-exposure/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for identifying sensitive data exposure vulnerabilities including API key leakage, PII in responses, insecure storage.",
  "example_prompts": [
   "Help me with identifying sensitive data exposure vulnerabilities including API key leakage, PII in",
   "Walk me through testing for sensitive data exposure step by step",
   "What's the best way to approach testing for sensitive data exposure for my project?"
  ],
  "keywords": [
   "testing-for-sensitive-data-exposure",
   "identifying",
   "sensitive",
   "data",
   "exposure",
   "vulnerabilities",
   "including",
   "api",
   "key",
   "leakage"
  ]
 },
 {
  "name": "testing-for-system-prompt-leakage",
  "description": "Extracts LLM system prompts using direct requests, jailbreak/instruction-override framing, translation/encoding tricks, and few-shot replay, combining manual payloads with automated garak and Promptfoo scanners to surface embedded secrets, routing logic, and policy leakage (OWASP LLM07:2025). Use during LLM application red-team engagements or when validating that no credentials or authorization logic live in the system prompt.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-for-system-prompt-leakage/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-for-system-prompt-leakage/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to extract LLM system prompts using direct requests, jailbreak/instruction-override framing, translation/encoding tricks.",
  "example_prompts": [
   "Can you help me extract LLM system prompts using direct requests, jailbreak/instruction-override framing, translation/encoding tricks?",
   "Walk me through testing for system prompt leakage step by step",
   "What's the best way to approach testing for system prompt leakage for my project?"
  ],
  "keywords": [
   "testing-for-system-prompt-leakage",
   "extracts",
   "llm",
   "system",
   "prompts",
   "using",
   "direct",
   "requests",
   "jailbreak",
   "instruction-override"
  ]
 },
 {
  "name": "testing-for-xml-injection-vulnerabilities",
  "description": "Test web applications for XML injection vulnerabilities including XXE, XPath injection, and XML entity attacks to identify data exposure and server-side request forgery risks.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-for-xml-injection-vulnerabilities/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-for-xml-injection-vulnerabilities/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to test web applications for XML injection vulnerabilities including XXE, XPath injection.",
  "example_prompts": [
   "Can you help me test web applications for XML injection vulnerabilities including XXE, XPath injection?",
   "Walk me through testing for xml injection vulnerabilities step by step",
   "What's the best way to approach testing for xml injection vulnerabilities for my project?"
  ],
  "keywords": [
   "testing-for-xml-injection-vulnerabilities",
   "test",
   "web",
   "applications",
   "xml",
   "injection",
   "vulnerabilities",
   "including",
   "xxe",
   "xpath"
  ]
 },
 {
  "name": "testing-for-xss-vulnerabilities-with-burpsuite",
  "description": "Identifying and validating cross-site scripting vulnerabilities using Burp Suite's scanner, intruder, and repeater tools during authorized security assessments.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-for-xss-vulnerabilities-with-burpsuite/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-for-xss-vulnerabilities-with-burpsuite/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for identifying and validating cross-site scripting vulnerabilities using Burp Suite's scanner, intruder.",
  "example_prompts": [
   "Help me with identifying and validating cross-site scripting vulnerabilities using Burp Suite's scanner, intruder",
   "Walk me through testing for xss vulnerabilities with burpsuite step by step",
   "What's the best way to approach testing for xss vulnerabilities with burpsuite for my project?"
  ],
  "keywords": [
   "testing-for-xss-vulnerabilities-with-burpsuite",
   "identifying",
   "validating",
   "cross-site",
   "scripting",
   "vulnerabilities",
   "using",
   "burp",
   "suite",
   "scanner"
  ]
 },
 {
  "name": "testing-for-xss-vulnerabilities",
  "description": "Tests web applications for reflected, stored, and DOM-based Cross-Site Scripting by injecting JavaScript payloads with Burp Suite (XSS extensions, Active Scan++) and browser tools, then bypassing sanitization and CSP to demonstrate session hijacking and user impersonation. Use for OWASP WSTG client-side injection testing or when evaluating input sanitization and output encoding coverage.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-for-xss-vulnerabilities/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-for-xss-vulnerabilities/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1WASP WSTG client-side injection testing or when evaluating input sanitization and output encoding coverage.",
  "example_prompts": [
   "I need help with \\1WASP WSTG client-side injection testing or when evaluating input sanitization",
   "Walk me through testing for xss vulnerabilities step by step",
   "What's the best way to approach testing for xss vulnerabilities for my project?"
  ],
  "keywords": [
   "testing-for-xss-vulnerabilities",
   "tests",
   "web",
   "applications",
   "reflected",
   "stored",
   "dom-based",
   "cross-site",
   "scripting",
   "injecting"
  ]
 },
 {
  "name": "testing-for-xxe-injection-vulnerabilities",
  "description": "Discovering and exploiting XML External Entity injection vulnerabilities to read server files, perform SSRF, and exfiltrate data during authorized penetration tests.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-for-xxe-injection-vulnerabilities/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-for-xxe-injection-vulnerabilities/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for discovering and exploiting XML External Entity injection vulnerabilities to read server files, perform SSRF.",
  "example_prompts": [
   "Help me with discovering and exploiting XML External Entity injection vulnerabilities to read server",
   "Walk me through testing for xxe injection vulnerabilities step by step",
   "What's the best way to approach testing for xxe injection vulnerabilities for my project?"
  ],
  "keywords": [
   "testing-for-xxe-injection-vulnerabilities",
   "discovering",
   "exploiting",
   "xml",
   "external",
   "entity",
   "injection",
   "vulnerabilities",
   "read",
   "server"
  ]
 },
 {
  "name": "testing-jwt-token-security",
  "description": "Assessing JSON Web Token implementations for cryptographic weaknesses, algorithm confusion attacks, and authorization bypass vulnerabilities during security engagements.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-jwt-token-security/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-jwt-token-security/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for assessing JSON Web Token implementations for cryptographic weaknesses, algorithm confusion attacks.",
  "example_prompts": [
   "Help me with assessing JSON Web Token implementations for cryptographic weaknesses, algorithm confusion attacks",
   "Walk me through testing jwt token security step by step",
   "What's the best way to approach testing jwt token security for my project?"
  ],
  "keywords": [
   "testing-jwt-token-security",
   "assessing",
   "json",
   "web",
   "token",
   "implementations",
   "cryptographic",
   "weaknesses",
   "algorithm",
   "confusion"
  ]
 },
 {
  "name": "testing-mobile-api-authentication",
  "description": "Tests authentication and authorization mechanisms in mobile application APIs to identify broken authentication, insecure token management, session fixation, privilege escalation, and IDOR vulnerabilities. Use when performing API security assessments against mobile app backends, testing JWT implementations, evaluating OAuth flows, or assessing session management. Activates for requests involving mobile API auth testing, token security assessment, OAuth mobile flow testing, or API authorization bypass.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-mobile-api-authentication/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-mobile-api-authentication/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're performing API security assessments against mobile app backends, testing JWT implementations, evaluating OAuth flows.",
  "example_prompts": [
   "Help me with performing API security assessments against mobile app backends, testing JWT implementations",
   "Walk me through testing mobile api authentication step by step",
   "What's the best way to approach testing mobile api authentication for my project?"
  ],
  "keywords": [
   "testing-mobile-api-authentication",
   "tests",
   "authentication",
   "authorization",
   "mechanisms",
   "mobile",
   "application",
   "apis",
   "identify",
   "broken"
  ]
 },
 {
  "name": "testing-oauth2-implementation-flaws",
  "description": "Tests OAuth 2.0 and OpenID Connect implementations for authorization code interception, redirect URI manipulation, CSRF in OAuth flows, token leakage, scope escalation, and PKCE bypass, using Burp Suite Professional and the EsPReSSO extension to probe the authorization server, client, and token handling. Use when assessing OAuth2/OIDC flows or SSO systems for misconfigurations enabling account takeover.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-oauth2-implementation-flaws/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-oauth2-implementation-flaws/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're assessing OAuth2/OIDC flows or SSO systems for misconfigurations enabling account takeover.",
  "example_prompts": [
   "Help me with assessing OAuth2/OIDC flows or SSO systems for misconfigurations enabling account takeover",
   "Walk me through testing oauth2 implementation flaws step by step",
   "What's the best way to approach testing oauth2 implementation flaws for my project?"
  ],
  "keywords": [
   "testing-oauth2-implementation-flaws",
   "tests",
   "oauth",
   "openid",
   "connect",
   "implementations",
   "authorization",
   "code",
   "interception",
   "redirect"
  ]
 },
 {
  "name": "testing-prompt-injection-in-rag-pipelines",
  "description": "Probes Retrieval-Augmented Generation pipelines for indirect prompt injection via poisoned retrieved documents and embedding-space manipulation, using NVIDIA garak, Promptfoo red-team plugins, and Microsoft PyRIT against vector stores like FAISS, Chroma, Pinecone, or pgvector. Use when security-testing a RAG chatbot or document-Q&A system, validating retrieval guardrails, or gating CI/CD on prompt-template/retriever changes.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-prompt-injection-in-rag-pipelines/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-prompt-injection-in-rag-pipelines/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're security-testing a RAG chatbot or document-Q&A system, validating retrieval guardrails.",
  "example_prompts": [
   "Help me with security-testing a RAG chatbot or document-Q&A system, validating retrieval guardrails",
   "Walk me through testing prompt injection in rag pipelines step by step",
   "What's the best way to approach testing prompt injection in rag pipelines for my project?"
  ],
  "keywords": [
   "testing-prompt-injection-in-rag-pipelines",
   "probes",
   "retrieval-augmented",
   "generation",
   "pipelines",
   "indirect",
   "prompt",
   "injection",
   "via",
   "poisoned"
  ]
 },
 {
  "name": "testing-ransomware-recovery-procedures",
  "description": "Tests and validates ransomware recovery procedures - backup restore operations (e.g. with Restic), RTO/RPO target verification, recovery sequencing, and clean-restore validation - to confirm organizational resilience against destructive ransomware attacks. Use when validating that recovery plans work under realistic conditions, measuring RTO/RPO against business requirements, or testing restore integrity after simulated encryption.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-ransomware-recovery-procedures/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-ransomware-recovery-procedures/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're validating that recovery plans work under realistic conditions, measuring RTO/RPO against business requirements.",
  "example_prompts": [
   "Help me with validating that recovery plans work under realistic conditions, measuring RTO/RPO against",
   "Walk me through testing ransomware recovery procedures step by step",
   "What's the best way to approach testing ransomware recovery procedures for my project?"
  ],
  "keywords": [
   "testing-ransomware-recovery-procedures",
   "tests",
   "validates",
   "ransomware",
   "recovery",
   "procedures",
   "backup",
   "restore",
   "operations",
   "restic"
  ]
 },
 {
  "name": "testing-websocket-api-security",
  "description": "Tests WebSocket API implementations for missing upgrade-handshake authentication, Cross-Site WebSocket Hijacking (CSWSH), message injection, insufficient input validation, message-flooding DoS, and information leakage, using Burp Suite's WebSocket interception and the wscat CLI to craft malicious payloads. Use for real-time API penetration testing or CSWSH/authorization-bypass assessments on WebSocket channels.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/testing-websocket-api-security/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/testing-websocket-api-security/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to real-time API penetration testing or CSWSH/authorization-bypass assessments on WebSocket channels.",
  "example_prompts": [
   "Can you help me real-time API penetration testing or CSWSH/authorization-bypass assessments on WebSocket channels?",
   "Walk me through testing websocket api security step by step",
   "What's the best way to approach testing websocket api security for my project?"
  ],
  "keywords": [
   "testing-websocket-api-security",
   "tests",
   "websocket",
   "api",
   "implementations",
   "missing",
   "upgrade-handshake",
   "authentication",
   "cross-site",
   "hijacking"
  ]
 },
 {
  "name": "tracking-threat-actor-infrastructure",
  "description": "Discovers and maps adversary-controlled infrastructure (C2 servers, phishing domains, exploit-kit hosts, bulletproof hosting) by pivoting across passive DNS, certificate transparency logs, Shodan/Censys scans, WHOIS records, and network fingerprints (JARM/JA3S). Use when tracking threat actor infrastructure, expanding a known IOC into related assets, or producing STIX-based threat intelligence during a CTI investigation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/tracking-threat-actor-infrastructure/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/tracking-threat-actor-infrastructure/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're tracking threat actor infrastructure, expanding a known IOC into related assets.",
  "example_prompts": [
   "Help me with tracking threat actor infrastructure, expanding a known IOC into related assets",
   "Walk me through tracking threat actor infrastructure step by step",
   "What's the best way to approach tracking threat actor infrastructure for my project?"
  ],
  "keywords": [
   "tracking-threat-actor-infrastructure",
   "discovers",
   "maps",
   "adversary-controlled",
   "infrastructure",
   "servers",
   "phishing",
   "domains",
   "exploit-kit",
   "hosts"
  ]
 },
 {
  "name": "triaging-security-alerts-in-splunk",
  "description": "Triages security alerts in Splunk Enterprise Security by classifying severity, investigating notable events, correlating related telemetry, and making escalation or closure decisions using SPL queries and the Incident Review dashboard. Use when SOC analysts face queued alerts from correlation searches, need to prioritize investigation order, or must document triage decisions for handoff to Tier 2/3 analysts.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/triaging-security-alerts-in-splunk/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/triaging-security-alerts-in-splunk/SKILL.md",
  "category": "security",
  "when_to_use": "Use it for \\1OC analysts face queued alerts from correlation searches, need to prioritize investigation order.",
  "example_prompts": [
   "I need help with \\1OC analysts face queued alerts from correlation searches, need to prioritize",
   "Walk me through triaging security alerts in splunk step by step",
   "What's the best way to approach triaging security alerts in splunk for my project?"
  ],
  "keywords": [
   "triaging-security-alerts-in-splunk",
   "triages",
   "security",
   "alerts",
   "splunk",
   "enterprise",
   "classifying",
   "severity",
   "investigating",
   "notable"
  ]
 },
 {
  "name": "triaging-security-incident-with-ir-playbook",
  "description": "Classifies and prioritizes security incidents using structured IR playbooks and SIEM/case-management queries (Splunk, TheHive) to determine severity, assign response teams, and initiate the appropriate response procedures. Use when a new SOC alert needs triage, multiple concurrent incidents require prioritization, or automated triage rules need validation or tuning.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/triaging-security-incident-with-ir-playbook/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/triaging-security-incident-with-ir-playbook/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a new SOC alert needs triage, multiple concurrent incidents require prioritization, or automated triage rules need validation or tuning.",
  "example_prompts": [
   "I need help with a new SOC alert needs triage, multiple concurrent incidents require prioritization",
   "Walk me through triaging security incident with ir playbook step by step",
   "What's the best way to approach triaging security incident with ir playbook for my project?"
  ],
  "keywords": [
   "triaging-security-incident-with-ir-playbook",
   "classifies",
   "prioritizes",
   "security",
   "incidents",
   "using",
   "structured",
   "playbooks",
   "siem",
   "case-management"
  ]
 },
 {
  "name": "triaging-security-incident",
  "description": "Performs initial triage of security incidents using the NIST SP 800-61r3 and SANS PICERL frameworks, classifying incident type, assigning priority by business impact, and routing to the appropriate response team. Use when a SIEM/EDR alert needs human classification, concurrent alerts must be prioritized, or a user report or threat-intel IOC match requires initial incident categorization.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/triaging-security-incident/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/triaging-security-incident/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when a SIEM/EDR alert needs human classification, concurrent alerts must be prioritized, or a user report.",
  "example_prompts": [
   "I need help with a SIEM/EDR alert needs human classification, concurrent alerts must be prioritized",
   "Walk me through triaging security incident step by step",
   "What's the best way to approach triaging security incident for my project?"
  ],
  "keywords": [
   "triaging-security-incident",
   "performs",
   "initial",
   "triage",
   "security",
   "incidents",
   "using",
   "nist",
   "sans",
   "picerl"
  ]
 },
 {
  "name": "triaging-vulnerabilities-with-ssvc-framework",
  "description": "Triages and prioritizes vulnerabilities with CISA's Stakeholder-Specific Vulnerability Categorization (SSVC) decision tree, weighing exploitation status (via the CISA KEV catalog and FIRST EPSS API), technical impact, automatability, and mission prevalence to output Track/Track*/Attend/Act decisions. Use when prioritizing vulnerability scan results (OpenVAS, Nessus, Qualys) for remediation planning beyond raw CVSS scores.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/triaging-vulnerabilities-with-ssvc-framework/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/triaging-vulnerabilities-with-ssvc-framework/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you're prioritizing vulnerability scan results for remediation planning beyond raw CVSS scores.",
  "example_prompts": [
   "Help me with prioritizing vulnerability scan results for remediation planning beyond raw CVSS scores",
   "Walk me through triaging vulnerabilities with ssvc framework step by step",
   "What's the best way to approach triaging vulnerabilities with ssvc framework for my project?"
  ],
  "keywords": [
   "triaging-vulnerabilities-with-ssvc-framework",
   "triages",
   "prioritizes",
   "vulnerabilities",
   "cisa",
   "stakeholder-specific",
   "vulnerability",
   "categorization",
   "ssvc",
   "decision"
  ]
 },
 {
  "name": "triaging-windows-with-kape",
  "description": "Runs KAPE (Kroll Artifact Parser and Extractor) to collect targeted forensic artifacts (registry hives, $MFT, event logs, prefetch, browser data) via Targets and parse them with Modules wrapping Eric Zimmerman's EZ Tools (PECmd, MFTECmd, RECmd). Use during early incident containment/triage when full disk imaging is impractical but a defensible, parseable Windows artifact set is needed quickly, including at-scale remote collection.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/triaging-windows-with-kape/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/triaging-windows-with-kape/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to run KAPE to collect targeted forensic artifacts via Targets and parse them with Modules wrapping Eric Zimmerman's EZ Tools.",
  "example_prompts": [
   "Can you help me run KAPE to collect targeted forensic artifacts via Targets and parse?",
   "Walk me through triaging windows with kape step by step",
   "What's the best way to approach triaging windows with kape for my project?"
  ],
  "keywords": [
   "triaging-windows-with-kape",
   "runs",
   "kape",
   "kroll",
   "artifact",
   "parser",
   "extractor",
   "collect",
   "targeted",
   "forensic"
  ]
 },
 {
  "name": "validating-backup-integrity-for-recovery",
  "description": "Validates backup integrity through cryptographic hash verification, automated restore testing, corruption detection, and recoverability checks to confirm backups are reliable for disaster recovery and ransomware response. Use before relying on backups for recovery, when building post-backup validation pipelines, auditing backup infrastructure for compliance, or checking immutable/air-gapped backups for silent corruption or tampering.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/validating-backup-integrity-for-recovery/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/validating-backup-integrity-for-recovery/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to validate backup integrity through cryptographic hash verification, automated restore testing, corruption detection.",
  "example_prompts": [
   "Can you help me validate backup integrity through cryptographic hash verification, automated restore testing, corruption?",
   "Walk me through validating backup integrity for recovery step by step",
   "What's the best way to approach validating backup integrity for recovery for my project?"
  ],
  "keywords": [
   "validating-backup-integrity-for-recovery",
   "validates",
   "backup",
   "integrity",
   "through",
   "cryptographic",
   "hash",
   "verification",
   "automated",
   "restore"
  ]
 },
 {
  "name": "validating-tpm-measured-boot-attestation",
  "description": "Verifies TPM 2.0 measured-boot integrity and remote attestation with tpm2-tools -- reading PCRs (tpm2_pcrread), replaying the boot event log, generating and checking signed quotes (tpm2_quote/tpm2_checkquote), and sealing secrets to a PCR policy. Use to confirm a system booted trusted firmware/kernel for Zero Trust device posture, detect boot-chain tampering via PCR drift, or build a golden-value baseline for fleet attestation.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/validating-tpm-measured-boot-attestation/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/validating-tpm-measured-boot-attestation/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to verifie TPM 2.0 measured-boot integrity and remote attestation with tpm2-tools -- reading PCRs , replaying the boot event log.",
  "example_prompts": [
   "Can you help me verifie TPM 2.0 measured-boot integrity and remote attestation with tpm2-tools?",
   "Walk me through validating tpm measured boot attestation step by step",
   "What's the best way to approach validating tpm measured boot attestation for my project?"
  ],
  "keywords": [
   "validating-tpm-measured-boot-attestation",
   "verifies",
   "tpm",
   "measured-boot",
   "integrity",
   "remote",
   "attestation",
   "tpm2-tools",
   "reading",
   "pcrs"
  ]
 },
 {
  "name": "verifying-build-provenance-with-slsa-sigstore",
  "description": "Verifies artifact signatures and SLSA provenance using Sigstore's cosign (verify, verify-attestation, verify-blob-attestation) and slsa-verifier (verify-artifact), enforcing keyless OIDC builder identity and source repo against SLSA Build levels. Use in CI/CD before deploying artifacts, when consuming third-party attestations, establishing a SLSA Build L3 pipeline, or confirming provenance during incident response or admission control.",
  "repo": "mukul975/Anthropic-Cybersecurity-Skills",
  "repo_stars": 34516,
  "path": "skills/verifying-build-provenance-with-slsa-sigstore/SKILL.md",
  "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/blob/main/skills/verifying-build-provenance-with-slsa-sigstore/SKILL.md",
  "category": "security",
  "when_to_use": "Use it when you want to verifie artifact signatures and SLSA provenance using Sigstore's cosign and slsa-verifier.",
  "example_prompts": [
   "Can you help me verifie artifact signatures and SLSA provenance using Sigstore's cosign and slsa-verifier?",
   "Walk me through verifying build provenance with slsa sigstore step by step",
   "What's the best way to approach verifying build provenance with slsa sigstore for my project?"
  ],
  "keywords": [
   "verifying-build-provenance-with-slsa-sigstore",
   "verifies",
   "artifact",
   "signatures",
   "slsa",
   "provenance",
   "using",
   "sigstore",
   "cosign",
   "verify"
  ]
 },
 {
  "name": "karpathy-guidelines",
  "description": "Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.",
  "repo": "multica-ai/andrej-karpathy-skills",
  "repo_stars": 220113,
  "path": "skills/karpathy-guidelines/SKILL.md",
  "url": "https://github.com/multica-ai/andrej-karpathy-skills/blob/main/skills/karpathy-guidelines/SKILL.md",
  "category": "writing",
  "when_to_use": "Use it when you're writing, reviewing or refactoring code and want Claude to keep changes simple and avoid common AI coding mistakes.",
  "example_prompts": [
   "Help me with writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes",
   "Walk me through karpathy guidelines step by step",
   "What's the best way to approach karpathy guidelines for my project?"
  ],
  "keywords": [
   "karpathy-guidelines",
   "behavioral",
   "guidelines",
   "reduce",
   "common",
   "llm",
   "coding",
   "mistakes",
   "writing",
   "reviewing"
  ],
  "tip_source": "hand-written"
 }
]