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Contributing

To keep the codebase consistent, install the development dependencies before committing:

pip install -r requirements-dev.txt
pre-commit install

After installing the hooks, run the full suite once to set the baseline:

pre-commit run --all-files

The configured hooks format Python files with Black, lint with Ruff, and enforce standard whitespace checks.