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 a 17-pattern taxonomy. Read-only. Use before trusting any 'how we'll know it worked' — A/B tests, holdouts, scores, validation — especially when a result feels too clean or self-confirming. 한국어: '이 검증 순환논리 아닌지 봐줘', '이 평가 편파적이야?', '이 벤치마크 셀프체크야?'.
How to install eval-leakage-audit?
alexzio00/sovereign-skills/eval-leakage-audit
$npx -y skills add alexzio00/sovereign-skills --skill eval-leakage-auditInstalls into the current project.
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Run `npx skills use "https://github.com/alexzio00/sovereign-skills" --skill "alexzio00/sovereign-skills/eval-leakage-audit"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/alexzio00/sovereign-skills" that are relevant to the current task. Run `npx skills add "https://github.com/alexzio00/sovereign-skills"` and select the relevant skills, then follow their instructions.
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