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Contributing

  1. Create a branch from main.
  2. Install development dependencies with python -m pip install -e ".[dev]".
  3. Run ruff check . and pytest -q.
  4. Never add active credentials, tenant evidence or proprietary glossary content to fixtures.
  5. Keep IBM write operations outside the v1.0 client. A proposal to add writes must include a documented endpoint, field allowlist, optimistic-concurrency check, human approval gate, read-back verification and tests.