What problem does it solve?
Helps developers avoid blind or performative acceptance of code review suggestions by enforcing a verification-first response pattern that reduces regressions and misimplementations.
Core Features & Use Cases
- Structured Response Pattern: Read, restate, verify, evaluate, respond, then implement to ensure changes are correct for the codebase.
- Source-Specific Handling: Distinguishes between trusted human partners and external reviewers and prescribes different verification and pushback steps.
- Risk Prioritization & YAGNI Checks: Orders fixes by severity (blocking → simple → complex) and validates whether suggested features are actually used before implementing.
- Use Case: Respond to inline GitHub review comments by clarifying unclear items, verifying technical correctness, and applying only verified fixes with tests.
Quick Start
Restate each reviewer request in your own words, verify it against the codebase, ask for clarification where unclear, then implement fixes one at a time starting with blocking issues.