# Hallucination Detector

> Pre-flight risk-domain classification + post-flight hallucination scoring via the judge-panel cascade. Use when the user says "check for hallucinations", "hall on", "verify this response", "fact-check this", or an AI response makes specific factual / legal / medical / financial claims that must be trusted. Surfaces grounding suggestions before the response arrives and a 0-100 risk score after.

## Facts
- Page: https://tashan.sh/capability/skill-thewhyman-hallucination-detector
- tashan id: skill:thewhyman/hallucination-detector
- Source: https://github.com/thewhyman/prompt-engineering-in-action
- Type: skill
- Category: ai
- 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 hallucination-detector ~/.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.