Search Skill Search and recommend Claude Code Skills from trusted marketplaces based on user requirements. When to Use When users describe a need and want to find an existing Skill to solve it. Examples: "Is there a skill that can auto generate changelogs?" "Find me a skill for frontend design" "I need a skill that can automate browser actions" Data Sources (by trust level) Tier 1 Official / High Trust (show first) Source URL Notes anthropics/skills github.com/anthropics/skills Official examples, most reliable ComposioHQ/awesome claude skills github.com/ComposioHQ/awesome claude skills Hand picked, 12k+ stars Tier 2 Community Curated (secondary) Source URL Notes travisvn/awesome claude skills github.com/travisvn/awesome claude skills Community curated, 21k+ stars skills.sh skills.sh Vercel's official directory Tier 2.5 Large Community Registry Source URL Notes ClawHub clawhub.ai OpenClaw official skill registry, 5000+ community skills, vector search powered Tier 3 Aggregators (use with caution) Source URL Notes skillsmp.com skillsmp.com Auto scraped, requires extra filtering Search Process Step 1: Parse User Intent Extract from user description: Core functionality keywords (e.g., changelog, browser, frontend) Use case (e.g., development, testing, design) Special requirements (e.g., language support, specific framework) Step 2: Multi Source Search IMPORTANT: Only search these 6 sources. Do NOT search the entire internet. Search by priority: Allowed search queries (use site: to restrict): Search methods: GitHub repos: Use site:github.com/{repo} to restrict search scope skills.sh: WebFetch to scrape search results from skills.sh only ClawHub: WebFetch clawhub.ai/skills?q={keywords} to search the registry skillsmp.com: WebFetch with additional verification Do NOT: Search the entire web Use broad queries without site: restriction Include results from unknown sources Step 3: Quality Filtering (Critical) Must filter out the following: Filter Condition Reason GitHub stars < 10 Not community verified Last update 6 months ago Possibly abandoned No SKILL.md file Non standard format README too sparse Quality concerns Contains suspicious code patterns Security risk Security checks: Requests sensitive permissions (e.g., ~/.ssh, env variables) External network requests to unknown domains Contains eval() or dynamic code execution Modifies system files Step 4: Rank Results Scoring formula: Step 5: Format Output Return Top 5 10 results: Example User : Is there a skill that helps write commit messages? Search process : 1. Extract keywords: commit, message, git 2. Search Tier 1: Found git commit assistant in anthropics/skills 3. Search Tier 2: Found semantic commit in ComposioHQ 4. Filter: Exclude results with stars < 10 5. Rank: Official sources first Output : Important Notes 1. Never recommend unverified Skills Better to recommend fewer than to recommend risky ones 2. Stay cautious with Tier 3 sources Results from skillsmp.com must be double checked 3. If nothing suitable is found Tell the user honestly, suggest using skill from masters to create their own 4. Security concerns Clearly inform users of risks, let them decide

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