Carry only the code, tests, and user-facing docs that matter to end
users; drop the modernization scaffolding accumulated while building it.
- Remove the bench harness, results, and environment captures (bench/).
- Remove internal docs and research spikes (docs/).
- Remove the Makefile; tests run via uv / pytest directly.
- Strip the bench harness and quantization-matrix steps from the Tier 2
workflow. The golden-image test drives conversion through the Core ML
Converter node at runtime, so no separate convert step is needed.
- Replace phase/handoff annotations across code, tests, and config with
neutral docstrings and comments.