requesting-code-review

The pre-commit verification pipeline works by enforcing static security scans, baseline-aware quality gates, and an independent reviewer subagent. It uses an auto-fix loop to automatically remediate detected issues before you commit or push code.

Yes, you can prevent self-review bias by using the independent reviewer subagent. This enforces separation of duties, ensuring a second pair of eyes reviews your changes without developer self-verification.

Yes, the pre-commit pipeline supports auto-fix for failing static security scans. It employs an auto-fix loop and self-review checklist to catch issues early and maintain code quality through automated remediation.

The best way to enforce static security scans before opening a pull request is applying a pre-commit verification pipeline. It provides deterministic checks, auditability, and automated remediation for your staged diffs.

You need a baseline-aware quality gate in your code review workflow when you want to ensure new diffs meet quality standards without failing on existing code. It runs alongside static security scans before you commit or push.