Use when the user pastes a review from another tool (Gemini, ChatGPT, a human reviewer, a CI report) and asks to validate, check, address, or fix the points. Enforces classify-before-fix — every numbered item is labeled VALID / INVALID / ALREADY-FIXED / NEEDS-CLARIFICATION with one-line justification before any code change.