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Contributing

Development

python -m venv .venv
.\.venv\Scripts\python -m pip install -r backend\requirements-dev.txt
cd apps\web
npm install

Checks

python -m compileall backend mcp_servers
pytest
cd apps\web
npm run build
npm run test:e2e

Keep changes local-first, privacy-first, and small enough to review.