- Submission-facing notebooks must be Colab-ready by using relative project paths, cleared cell outputs, and a fixed section order (setup -> config -> connect -> train -> eval -> plot) to keep artifacts reproducible and reviewable (F007)
- README top sections should provide a three-command verification path (
uv sync,openenv validate,pytest) before deep docs so judges can validate environment viability quickly (F007)