RAG Chunking Strategy Advisor

What this skill does

This skill analyzes your document types, content structure, and retrieval goals to recommend the right chunking strategy for your RAG pipeline. Poor chunking is the #1 cause of RAG failures — chunks too large lose precision, chunks too small lose context. This skill picks the right strategy and explains exactly how to implement it.

How to use

Claude Code / Cline

Copy this file to .agents/skills/rag-chunking-advisor/SKILL.md in your project root.

Then ask:

• "Use the RAG Chunking Strategy Advisor to help me chunk our legal contract PDFs."
• "What chunking strategy should I use for markdown documentation with code blocks?"