rag-agent-creator

Building a RAG-enabled agent requires organizing domain knowledge into atomic files, defining a retrieval matrix, and setting up an index. This skill scaffolds the directory layout and orchestration patterns to standardize that process.

A retrieval matrix defines the deterministic retrieval policies for a knowledge base agent, mapping queries to atomic knowledge files. It orchestrates how the agent accesses structured information to answer reliably.

Yes, this skill scaffolds an agent for internal docs queries by setting up a centralized knowledge base with atomic files and retrieval-augmented workflows. It provides domain-specific guidance for reliable query answering.

You set up retrieval policies by defining a retrieval matrix and orchestrator patterns within a standardized directory layout. This skill enforces these structures to ensure reliable retrieval-augmented behavior for Claude Code agents.

The best way to organize domain knowledge for retrieval-augmented workflows is using atomic knowledge files with a clear index. This skill enforces this structured knowledge base design to ensure deterministic retrieval.

Yes, a defined directory layout is required to organize atomic knowledge files, an index, and a retrieval matrix. This skill enforces this structure to drive deterministic RAG-enabled agent building and reliable orchestration.