Knowledge Retrieval

This lets Claude run semantic searches against documents you've already ingested into a RAG system, either using LlamaIndex with ChromaDB locally or NVIDIA's Foundational RAG service. It's designed to be your first stop before hitting the web or paper databases. You get back relevant text chunks with proper citations including filename and page numbers. Useful when you need to search internal docs, technical PDFs, or any domain-specific knowledge that isn't publicly available. Each query counts toward an 8-call limit per task, so the priority ranking makes sense. The citation format is clean and the semantic ranking should surface what you need without keyword gymnastics.

Install to Claude Code

npx -y skills add open-gitagent/opengap --skill knowledge-retrieval --agent claude-code