## Pre-commit Hooks

This project uses [pre-commit](https://pre-commit.com/) to ensure code quality and consistent formatting for all contributors.

### First-time setup

1. Run the setup script (recommended):
   ```bash
   ./setup.sh
   ```
   This will install pre-commit (if not already installed) and set up the git hooks for you.

2. Or, manually install pre-commit and the hooks:
   ```bash
   pip install pre-commit
   pre-commit install
   ```

### Running hooks manually

To check all files with pre-commit hooks:
```bash
pre-commit run --all-files
```

### CI Enforcement

All commits and pull requests are checked with pre-commit hooks in CI. You must pass these checks to merge code.