Imported from zc6600/aura (
use-cases/auto-kaggle/template/skills/auto-kaggle/SKILL.md). Install upstream withnpx skills add zc6600/aura --skill auto-kaggle. Copyright stays with the author.
AutoKaggle Skill
Operating Rules
- Always read
params/autokaggle.ymlfirst. - Treat the experiment registry as the source of truth.
- Do not submit directly with shell or raw Kaggle CLI.
- Before real submit, make sure verifier evidence is recorded.
- If submit guard returns
wait_required, calltimerforwait_chunk_seconds. - After waiting, retry the same candidate.
- After real submit, poll Kaggle submissions and record feedback.
Candidate Requirements
Each candidate must have:
run_id- hypothesis
- local CV score
- submission path
- registry record
- verifier result before real submit
- submit guard result
- leaderboard feedback or dry-run feedback
