ad-hooks

To set up pre-commit hooks for code quality, the skill detects your project stack and configures industry-standard runners like Husky, lefthook, or pre-commit. It scaffolds deterministic pre-commit and pre-push quality gates to enforce linting, formatting, and testing standards automatically.

The best way to ensure local pre-commit hooks match your CI pipeline is through CI mirroring. This skill compares local hooks against CI configurations to identify and close coverage gaps, ensuring local failures mirror CI failures deterministically.

Yes, automated hook scaffolding works with Python and Go projects, alongside Node and Rust. The skill detects your specific project stack and configures the appropriate runner, such as Husky, lefthook, or pre-commit, to establish mandatory quality gates.

To make secret scanning and linting mandatory and non-bypassable, the skill scaffolds pre-push and pre-commit hooks while updating AGENTS.md. This enforces deterministic quality gates that eliminate the gap between advisory workflows and strict code quality enforcement.

You need automated quality gates because advisory workflows are easily bypassed. This skill eliminates that gap by scaffolding deterministic pre-commit and pre-push hooks, ensuring linting, formatting, secret scanning, and testing are strictly enforced locally and in CI.