| # Repository instructions | |
| - Run commands from the repository root in an isolated environment installed with `pip install -e '.[test]'`. | |
| - Validate changes with `pytest -q`, `(cd results/raw && sha256sum -c SHA256SUMS)`, and `python benchmarks/verify_published.py`. | |
| - Benchmark outputs are create-only. Use a new output path and expose exactly one CUDA GPU per scorer process. | |
| - Do not change headline claims or `results/phase1-summary.json` without committing the supporting row-level evidence, regenerating the relevant raw report, updating `results/raw/SHA256SUMS`, and updating the method/results text. | |
| - Preserve exact model and source revisions. Use `benchmarks/fetch_sources.py` only for its listed redistributable inputs; do not commit model weights, caches, or third-party raw records. | |
| - `webgpu-demo/` is static and has no build step. Preserve `_headers`, runtime version pins, browser-only inference, and the explicit probability limitations. | |