RAG Retrieval Testing

When to Use

• Use this skill when you need evidence-bounded analysis, design, or validation preparation for query variants, chunking, filters, recall/precision proxies, ranking, freshness, and retrieval evidence.
• Use it to review an Agent, RAG, or LLM plan, result, or evidence set and produce actionable improvements.
• Use it when context is incomplete but a bounded first pass with assumptions, gaps, and human-decision boundaries is still useful.

Output Format Options

• Default to Markdown organized by domain risk, evidence state, priority, and boundary.
• When the user requests tables, CSV, JSON, or ticket fields, preserve the same finding fields, evidence, and decision boundaries.
• Before machine consumption, confirm the schema, enums, required fields, and evidence sources.

How to Use