# Judge Panel

> Cross-family cascade-then-jury review. Use when the user says "judge this", "review with a panel", "cross-family review", "jury beats judge", or needs independent verification of an AI-generated artifact (code, spec, patent, copy, decision). Runs ≥2 cheap cross-family small-fish judges first (Gemini-Flash + GPT-nano). If they agree with high confidence, verdict stands. If they disagree or confidence is low, escalates to one expensive cross-family tiebreaker. Returns verdict + confidence + which judges fired + token cost.

## Facts
- Page: https://tashan.sh/capability/skill-thewhyman-judge-panel
- tashan id: skill:thewhyman/judge-panel
- Source: https://github.com/thewhyman/prompt-engineering-in-action
- Type: skill
- Category: other
- tashan score: not scored (catalogued only — too little public evidence)
- Adoption: 9.0
- Upkeep: 94.0
- Freshness: 88.0
- Evidence coverage: 84% of the inputs this score can use
- Health: active
- Instruction depth: not yet graded
- License: AGPL-3.0
- Official: no

## Install

```sh
cp -r judge-panel ~/.claude/skills/
```

## Security audit
Not scanned. We audit npm-published capabilities; this one has no npm package we can resolve, or has not reached the queue. This is not a clean bill of health.

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Measured 2026-08-09 by tashan (https://tashan.sh) from public evidence. Scorer s5.