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Hallucination Guard

ASecurity

Mathematically verify AI outputs to prevent misinformation.

  • 207 stars
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  • Added September 4, 2026
testing

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A100/100

Pro scans all 13 files and shows the line behind each finding

Scanned September 4, 2026

npx -y skills add NeverSight/skills_feed --skill hallucination-guard --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: hallucination-guard
description: Mathematically verify AI outputs to prevent misinformation.
---

# Hallucination Guard

This skill acts as a factual filter, ensuring every claim made by the AI is backed by a verified source or logical proof.

## Instructions
1. Cross-reference AI-generated facts against the 'Proprietary Knowledge Vault'.
2. Use a 'Verification Agent' to check citations for 404s or bias.
3. Flag high-uncertainty responses and ask for human verification.
4. Ensure numerical data (prices, dates) matches the live feed 100%.

## Examples
- "Verify that the $75,700 Bitcoin price is current before sending the email alert."

Files in this skill

  • SKILL.md651 B
  • description_ar.txt122 B
  • description_cn.txt67 B
  • description_de.txt83 B
  • description_en.txt60 B
  • description_es.txt86 B
  • description_fr.txt83 B
  • description_it.txt100 B
  • description_ja.txt64 B
  • description_ko.txt86 B
  • description_ru.txt150 B
  • description_tw.txt67 B
  • stats.json68 B

Attribution

NeverSightView sourceSee grades on GitHubMore from NeverSight

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