Review a specific code change for correctness, requirements, maintainability, and repository standards.
Implement and verify clearly scoped software work from an existing spec or tickets.
Reduce an overbuilt code proposal to the simplest production-quality design that meets the real requirements.
Build features and bug fixes test-first around meaningful behavior.
Assess one specified GitHub issue for implementation readiness, ask blocking questions, and update it after approval.
Decide whether one GitHub issue is valid, unique, scoped, and ready to proceed.
Validate pull-request feedback against the current code and requirements, then apply only the fixes the user approves.
Find needless code complexity and suggest simpler designs that preserve behavior.