Enrich

This is the grounding layer for your Claude agent. It walks you through adding knowledge sources so your agent stops hallucinating and starts citing facts. The skill covers RAG pipelines with chunking strategies, structured database queries, and real-time API integrations. It includes a knowledge source assessment table and forces you to think about attribution, fallbacks, and refresh strategies. The best part is the knowledge systems reference it points to in the agent workflow skill for deeper RAG architecture. Use this when your agent needs to work with docs, codebases, databases, or external APIs. The mandatory preparation step ensures you've got workflow context before adding knowledge sources.