Pre-commit review: security scan, quality gates, 5-axis review, auto-fix.
Run before every commit. Ensures no security vulnerabilities, logic errors, or architecture issues reach the repository. The 5-axis review covers correctness, readability, architecture, security, and performance.
# Pre-Commit Code Verification
Automated verification pipeline before code lands. Multi-axis review with quality gates, static scans,
baseline-aware checks, an independent reviewer subagent, and an auto-fix loop.
**Core principle:** No agent should verify its own work. Fresh context finds what you miss.
**Approval standard:** Approve a change when it definitely improves overall code health, even if it
isn't perfect. Perfect code doesn't exist — the goal is continuous improvement. Don't block