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Anti-Hallucination Skill

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Content & Communication#honesty#uncertainty#AI safety#accuracy#hallucination#confabulation
Authorfabioc-aloha
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill prevents the AI from generating false or misleading information (hallucinations) by detecting common triggers and promoting honest uncertainty.

Core Features & Use Cases

  • Hallucination Detection: Identifies patterns indicative of confabulation across various categories like capability, process, and citation fabrication.
  • Honest Uncertainty: Provides clear protocols for admitting when information is unknown or uncertain, rather than inventing it.
  • Platform Limitation Awareness: Lists known limitations for common platforms like M365 Copilot and VS Code Copilot to prevent inventing non-existent features.
  • Recovery Strategies: Outlines steps for acknowledging and recovering from hallucinations when they occur.
  • Use Case: If asked to perform a task that the AI cannot do, instead of making up a workaround, this skill ensures the AI states its limitations and offers alternative, achievable actions.

Quick Start

Use the anti-hallucination skill to ensure the AI admits when it cannot find a specific API method.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: Anti-Hallucination Skill
Download link: https://github.com/fabioc-aloha/AIRS_Data_Analysis/archive/main.zip#anti-hallucination-skill

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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