1---2description: Run (or dry-run) the preregistered JoF-250 evaluation protocol3argument-hint: [--protocol heldout_v1] [--dry-run]4allowed-tools: Bash(/Users/simon-pierreboucher/Desktop/UQO/Recherche/Recherche-UQO/methodes/wp45-jof250/.venv/bin/jof250:*), Bash(ls:*), Bash(cat:*), Bash(mkdir:*), Read, Glob, Grep5---6Parse `$ARGUMENTS`. Run `/Users/simon-pierreboucher/Desktop/UQO/Recherche/Recherche-UQO/methodes/wp45-jof250/.venv/bin/jof250 benchmark --config /Users/simon-pierreboucher/Desktop/UQO/Recherche/Recherche-UQO/methodes/wp45-jof250/config/evaluation.yaml <args>` (use `--dry-run` to list tasks/conditions/cost estimate without API calls; a real run spends money — ask the user to confirm the printed budget first). Report the summary JSON and where outputs were written (`/Users/simon-pierreboucher/Desktop/UQO/Recherche/Recherche-UQO/methodes/wp45-jof250/experiments/outputs/`). Never present results that were not actually run.7