Evaluate changes to prompts, model or provider versions, RAG retrieval and ranking, tool schemas, agent policies, structured outputs, safety filters, and model routing. Use when AI-system quality, safety, latency, or cost may change. Do not use for ordinary deterministic code changes; use tdd-loop f
Evaluate changes to prompts, model or provider versions, RAG retrieval and ranking, tool schemas, agent policies, structured outputs, safety filters, and model routing. Use when AI-system quality, safety, latency, or cost may change. Do not use for ordinary deterministic code changes; use tdd-loop for those and combine both skills when an AI change also modifies deterministic adapters.