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Contributing

Setup

python -m venv .venv
# Windows
.venv\Scripts\activate
# Unix
source .venv/bin/activate

pip install -e ".[dev]"

Checks

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

Publishing steps: docs/PUBLISH.md.

Guidelines

Keep recall fully local — no network calls in the ranking path.
Prefer small, testable modules under src/pyrecall/.
Add tests for new CLI commands and bridge tools.
Do not add telemetry.