In high-velocity development environments, catching defects, exposed secrets, and unformatted code after a Pull Request is opened creates noise, delays peer reviews, and pollutes git history.
This repository provides a lightweight local automation framework designed to intercept code at the most critical boundary: after files are staged (git add), but before they are saved to your local history (git commit). By automating fast, deterministic checks and local AI audits before code ever hits remote servers, developers can maintain a clean commit history and present higher-quality code for human peer review.