Stable Kernel Architecture: orchestration, policy, execution, lifecycle, recovery, observability, context, and memory coordination.
python3 -m venv .venv
source .venv/bin/activatepython -m pip install -r requirements.txtpython -m pytestpython -m ruff check .python -m pytest --cov=kernelpython -m ruff format .python -m mypy kernelNote: mypy is installed and runs, but the codebase is not type-clean at the stable baseline; the command is provided for convenience only.