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Summary:\n- remove reporting/parity scaffolding, generated notebook/help-topic artifacts, and matlab_port archive files\n- keep core nstat package APIs with MATLAB-compatible adapter modules\n- reduce docs/examples to a minimal maintainable set\n- trim tests to core API, analysis pipeline, and dataset checks\n- simplify dev dependencies for standalone maintenance\n\nValidation:\n- python3 -m pytest -q\n- result: 5 passed\n