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Verify an already-built submission CSV then submit to Kaggle.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Use this skill for any task in the cayley IHES Picture Cube project — training, solving, evaluation, ensembling, submission. Covers the full ML+search pipeline.
Strat-5 acceptance gate for a megaminx V model. Runs 51-pid stratified eval at beam 65k, compares to m05 baseline (50/51 / mean 89.4), reports pass/fail.
Run the top-N long-pid sym-ensemble rescue + merge cycle on the current best megaminx submission.
One-shot status across GCP solves, Kaggle kernels, and local runs for the megaminx competition.
Verify a megaminx submission CSV, submit to Kaggle, and update HANDOFF / SUBMISSION_JOURNEY / to_do_shortlist with the new score.
Pull the latest cayleypy-tpu-beam-smoke kernel output, aggregate per-rank JSONs, merge with current best, verify, and prep for submission.
| name | source-command-verify-and-submit |
| description | Verify an already-built submission CSV then submit to Kaggle. |
Use this skill when the user asks to run the migrated source command verify-and-submit.
Thin submit path: skip the combine/post-process pipeline, just verify a pre-built CSV and submit it to Kaggle. Use this when you already have a finalized submission CSV (e.g., from combine_submissions + post_process ran earlier, or a single-shot solve output that's already PP'd).
/verify-and-submit <csv_path> <description> — verify then submit./verify-and-submit <csv_path> --force <description> — submit even if verify reports any invalid paths (rarely needed; usually a verify failure = silent 999999 score).Confirm the CSV exists. Abort with a clear message if not.
Run verification:
.venv/Scripts/python.exe -c "
from pathlib import Path
import sys
sys.path.insert(0, 'src')
from cayley.puzzle import PictureCube
from cayley.verify import verify_submission
puzzle = PictureCube.load('data/puzzle_info.json')
r = verify_submission(puzzle, 'data/test.csv', '<csv_path>')
print(f'verify: {r.n_valid}/{r.n_total} valid, total_moves={r.total_moves}, all_valid={r.all_valid}')
sys.exit(0 if r.all_valid else 1)
"
Report the total_moves count and verification status.
If verify failed and --force not set, abort. Otherwise, ask user to confirm submission.
Submit:
export KAGGLE_API_TOKEN=$KAGGLE_API_TOKEN
.venv/Scripts/kaggle.exe competitions submit -c cayleypy-ihes-cube -f <csv_path> -m "<description>"
Check status:
.venv/Scripts/kaggle.exe competitions submissions cayleypy-ihes-cube | head -3
SubmissionStatus.COMPLETE with score 999999 (silent failure). Verification catches this before submission./submit instead.