Which skill fits your prompt?
Paste the prompt you’re about to send Claude. Waskill picks the 5 skills (SKILL.md) that help most, from 2,363 open-source skills. Your prompt stays in your browser.
Matching skills
How it picks
Two matchers run on your device. Keyword search finds skills that use your words; a small language model finds skills that mean the same thing in other words. Their scores are blended into one top 5.
- Skills indexed
- 2,363
- Source repositories
- 11
- Keyword match
- BM25
- Meaning match
- all-MiniLM-L6-v2
- Vector per skill
- 384 numbers, int8
- Where it runs
- Your browser
- Prompt sent to a server
- Never
- Account needed
- None
If the language model can’t load on your device, keyword search answers on its own.
Where the skills come from
Every skill is a SKILL.md file from one of these public GitHub repositories, ranked by stars.
| Repository | Skills | Stars |
|---|---|---|
| obra/superpowers | 15 | 299,951 |
| multica-ai/andrej-karpathy-skills | 1 | 220,113 |
| anthropics/skills | 20 | 181,412 |
| ComposioHQ/awesome-claude-skills | 864 | 77,196 |
| coreyhaines31/marketingskills | 50 | 54,913 |
| Imbad0202/academic-research-skills | 5 | 52,269 |
| K-Dense-AI/scientific-agent-skills | 177 | 50,561 |
| mukul975/Anthropic-Cybersecurity-Skills | 818 | 34,516 |
| alirezarezvani/claude-skills | 374 | 28,242 |
| OthmanAdi/planning-with-files | 6 | 27,469 |
| AgriciDaniel/claude-seo | 33 | 19,007 |
Browse by category
Or browse the most-starred skills by category.
Questions
Claude Agent Skills are folders with a SKILL.md file of instructions (and sometimes scripts) that teach Claude how to do a specific task well, like building slide decks, filling PDF forms or writing tests.
Click “View SKILL.md” to read the skill and install it in Claude.ai, Claude Code (~/.claude/skills/) or the API, or click “Copy prompt with skill” to copy your prompt rewritten to use that skill.
Waskill indexes SKILL.md files from popular public GitHub repositories with 100+ stars. Waskill is free and not affiliated with Anthropic.
No. Matching runs entirely in your browser.
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