Skill: edkuo7/smart-skill-finder (version 1.0.0)

--- name: smart-skill-finder description: Finds and recommends relevant AI agent skills across multiple ecosystems (Skills CLI, Clawhub, GitHub) using intelligent semantic understanding to match user needs with available capabilities. --- # Smart Skill Finder Helps users discover relevant AI agent skills across multiple ecosystems by understanding their natural language requests and providing smart, safe recommendations. ## Problem Solved Users struggle to find the right skills because: - Skills are scattered across different ecosystems (Skills CLI, Clawhub, GitHub) - Basic keyword search often returns irrelevant results - It's hard to know which skills are trustworthy and well-maintained - Installation commands vary between ecosystems ## Solution Overview This skill provides: 1. **Intelligent Query Understanding**: Uses OpenClaw's semantic understanding to interpret natural language requests 2. **Multi-Ecosystem Search**: Searches Skills CLI, Clawhub, and GitHub repositories simultaneously 3. **Relevance Ranking**: Ranks results by how well they match the user's actual need 4. **Safe Recommendations**: Provides clear installation guidance with security status when available 5. **Graceful Degradation**: Works even if some ecosystems are unavailable ## When to Use This Skill Use this skill when users ask questions like: - "How do I do X?" where X might have an existing skill - "Find a skill for X" or "Is there a skill that can..." - "Can you help me with X?" where X is a specialized capability - "I wish I had help with..." specific domains or tasks - Any request that suggests they need extended agent capabilities ## Key Features ### 1. Natural Language Understanding - Understands complex, nuanced requests like "I need something that prevents my conversations from hanging" - Extracts domain, task, and keywords automatically - Handles both technical and non-technical queries ### 2. Multi-Ecosystem Coverage - **Skills CLI**: Most popular ecosystem with official skills - **Clawhub**: OpenClaw-specific skills with security scanning - **GitHub**: Community skills and niche capabilities - Searches ecosystems in priority order for best results ### 3. Intelligent Recommendations - Ranks skills by semantic relevance (0-100% match score) - Shows security verification status when available - Limits results to top 3 most relevant options - Provides clear, actionable installation commands ### 4. Safe and Transparent - Never executes installation commands automatically - Clearly shows skill source and ecosystem - Displays security status from ecosystem scanners - Provides fallback options when ecosystems are unavailable ## Usage Examples ### Basic Skill Discovery ``` User: "How do I prevent conversation hangs?" Agent: Uses smart-skill-finder to discover conversation-flow-monitor, agent-browser, etc. ``` ### Cross-Ecosystem Search ``` User: "I need better browser automation tools" Agent: Searches all ecosystems and finds agent-browser (Skills CLI), browser-visible (Clawhub), etc. ``` ### Niche Capability Discovery ``` User: "Is there a skill for scientific literature management?" Agent: Searches GitHub for community skills since this might not be in mainstream ecosystems ``` ## Installation This skill is automatically available when installed in the active_skills directory. ## Best Practices 1. **Always verify before installing**: Review skill details and security status 2. **Start with official sources**: Skills CLI and Clawhub skills are generally more reliable 3. **Check compatibility**: Ensure skills work with your OpenClaw version 4. **Provide feedback**: Help improve recommendation quality by indicating if suggestions were helpful ## Error Handling If no relevant skills are found: - Acknowledge the gap in available skills - Offer to help directly with the requested task - Suggest creating a custom skill if it's a common need If ecosystems are unavailable: - Continue with available ecosystems only - Provide manual search guidance as fallback - Maintain core functionality despite partial availability


Security scan verdicts — ClawScan: suspicious | static analysis: clean | VirusTotal: clean | SkillSpector: suspicious (CRITICAL)