We crawled 842 GitHub repos, ClawHub, OpenClaw, and 10 awesome lists — extracted every SKILL.md and SOUL.md — and packaged them into one searchable index. Install once, access all of them.

125K skills total:

• 11,389 agent skills — from 842 repos across .claude/, .cursor/, .agents/, .openclaw/, .codex/
• 90K research skills — from arXiv, PMC, PLOS, Nature, eLife
• 24K tech skills — from GitHub, StackOverflow, web sources

Quick Start

pip install clawskills-rai
clawskills bundle-install --domain claw     # one-time: download skill index
clawskills install docker-essentials        # search + install → .claude/skills/

Works with Claude Code, Cursor, OpenClaw, Codex, and any --target path.

Search Skills

Find skills across the full 125K index:

clawskills skill-search "kubernetes" --top 5
clawskills skill-search "CRISPR" --domain research --top 3

Browse & Install

Preview matches before installing:

clawskills install "react" --list          # browse matches
clawskills install "react" --pick 2        # install 2nd result
clawskills install coding-agent            # install best match directly

Real-World Example

Here's what a real installed skill looks like — docker-essentials from Pr-E/openclaw-master-skills:

# Docker Essentials

Essential Docker commands for container and image management.

## Container Lifecycle
docker run -d --name web -p 8080:80 nginx     # run in background
docker exec -it web bash                       # attach to running container
docker stop web && docker rm web               # stop and remove

## Images
docker build -t myapp:latest .                 # build from Dockerfile
docker images --filter dangling=true           # list unused images
docker system prune -af                        # clean up everything

This file was installed to .claude/skills/docker-essentials/SKILL.md — Claude Code picks it up automatically.

Full Workflow: Setting Up a New Project

Browse, pick, and install multiple skills in under a minute:

1. Browse — clawskills install "docker" --list to see what's available
2. Install — clawskills install docker-essentials writes to .claude/skills/
3. Add more — clawskills install react-expert for React patterns
4. Done — your agent picks up the new skills on next run

What's Inside

11,389 agent skills from 842 repos, 93% domain-classified. Updated 2026-04-04.

clawskills bundle-install --auto          # auto-detect project type
clawskills skill-search "CRISPR gene editing" --domain research --top 5

export GITHUB_TOKEN=<YOUR_GITHUB_TOKEN>
clawskills claw-full-build --max-skills 50000 --max-repos 1000

cp .env.example .env  # set OPENAI_API_KEY + OPENAI_BASE_URL
clawskills capture "React Server Components@20"

Installation

pip install clawskills-rai

No API key needed for searching and installing.

git clone https://github.com/LabRAI/ClawSkills.git && cd ClawSkills
pip install -e ".[dev]"

Contributing

Open an issue first for larger changes.

License

MIT — Responsible AI Lab @ Florida State University

Authors: Tianming Sha · Yue Zhao · Lichao Sun · Yushun Dong