requesting-code-review

Pre-commit verification automation applies static security scanning, baseline-aware quality gates, and an independent reviewer subagent to staged changes. It identifies secrets and risky patterns, then uses an auto-fix loop to safely resolve detected issues before the commit is finalized.

An auto-fix loop safely applies automated repairs to staged code changes and immediately re-runs validations. This cycle repeats until static scans and quality gates pass, ensuring minor issues are resolved autonomously before pulling requests or local commits are submitted.

Static security scanning on staged git changes identifies secrets, risky patterns, and unsafe deserializations before code lands. The pre-commit verification process applies these scans automatically to local commits, feature branches, and pull requests.

Baseline-aware quality gates gate merges based on project standards and historical data. You can apply these pre-commit checks to feature branches and pull requests to ensure code changes meet baseline requirements before integration.

The pre-commit verification process uses an independent reviewer subagent to provide an external code review perspective. The auto-fix loop then applies safe automated fixes based on this oversight and re-runs validations before committing.

The auto-fix loop is limited to applying safe automated fixes for minor issues detected by static scans and the reviewer subagent. Complex logic defects or architectural issues in feature branches may require manual intervention before the quality gates will pass.