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Contributing

Development setup

python -m venv .venv
. .venv/bin/activate
pip install -e ".[dev]"

Local quality checks

ruff check src tests
mypy src
pytest -q
python -m build
python -m twine check dist/*

Pull requests

Keep changes focused and include tests for behavior changes.
Update README.md when user-visible behavior changes.
Ensure CI passes before requesting review.