Agent Skills

Exa — Semantic Search

refly-skills

Perform semantic (meaning-based) search over documents or collections to find similar content and neural search results.

Web Search Integration

skills_leaks

Enable agents to perform real-time web searches and retrieve up-to-date information using the z-ai-web-dev-sdk.

RAG Architecture Patterns

claude-dev-suite

Comprehensive patterns for Retrieval-Augmented Generation, including chunking, hybrid search, re-ranking, and evaluation strategies.

Hybrid Search Implementation

awesome-skills-cn

Implement hybrid search by combining vector similarity and keyword-based retrieval for higher RAG recall.

Solr Semantic Search Expert

rosetta

Implement phrase-tagging semantic search in Apache Solr 9.x using concept tagging, taxonomies, and graph-based path resolution.

SearXNG Web Search

touwaka-ai-mate

Perform privacy-respecting web searches using a local or remote SearXNG instance.