Index and retrieve skills via ColBERT semantic search.
npx skills add https://github.com/zenbase-ai/code-voyager --skill skill-retrieval
Please help me install this Agent Skill. Skill: skill-retrieval Source: https://github.com/zenbase-ai/code-voyager/tree/main/.claude/skills/skill-retrieval Command: npx skills add https://github.com/zenbase-ai/code-voyager --skill skill-retrieval
Provides fast discovery of Claude skills using ColBERT-based semantic search and an indexed catalog.
Build the index with voyager skill index --verbose, then search with voyager skill find "resume where we left off".
High-intent search queries and answers about installing and using this skill.
Semantic search over skill libraries uses ColBERT embeddings to match your query intent against indexed skills. Build an index with `voyager skill index --verbose`, then retrieve top matches with `voyager skill find` followed by your task description or phrasing.
ColBERT is an embedding-based retrieval method that performs fast, accurate semantic matching. It indexes skills once, then retrieves relevant matches by comparing query embeddings against skill embeddings, enabling quick discovery across multiple skill sources.
Yes. The skill retrieval system indexes and retrieves skills from plugins, local mirrors, generated skills, and user-created skills in a single consolidated catalog, supporting discovery across heterogeneous skill libraries.
The system includes graceful degradation—retrieval continues to function even when LLM-based metadata extraction or RAG components are unavailable, ensuring skill discovery remains operational.
Start by building the index with `voyager skill index --verbose`. Once indexed, search using natural language queries like 'find a skill for [task]' or 'what skill handles [problem]' to retrieve relevant matches with descriptions and relevance scores.
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