Skill
eval-leakage-audit
Audits whether a verification (eval/metric/experiment/holdout) actually secures independent external ground truth, or whether the designer, the model, and the scorer are just confirming each other in a circle — via an 18-pattern taxonomy. Read-only. Use before trusting any 'how we'll know it worked'
Claim this listing
Connect your GitHub to prove you own or maintain this listing. We verify repo access automatically — most publishers are confirmed in seconds.
1Connect GitHub
2Submit your claim
3Auto-verified, or reviewed within 48h