notebook-for-experiment
Use when asked to create, update, or analyse a performance/profiling/benchmark Jupyter notebook for experimental results. Covers tooling (uv + nb.py helper), standard cell layout, reproducibility (commit + patch), test stability, machine info, log loading patterns, and updating existing notebooks.