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check-answer-consistency

Official

Detect potential LLM hallucinations through answer consistency scoring.

Software Engineering#quality assurance#LLM#hallucination detection#AI reliability#consistency scoring
AuthorContextJet-ai
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill identifies potential misinformation in LLM answers by measuring consistency across multiple samples of the same prompt.

Core Features & Use Cases

  • Consistency Scoring: Analyze the consistency of answers from an LLM to detect potential misinformation.
  • Hallucination Check: Flag answers that are likely to be incorrect or misleading based on their consistency score.
  • Use Case: When an LLM provides a complex answer, you can use this Skill to assess its reliability by sampling the prompt multiple times and measuring agreement.

Quick Start

Run the check-answer-consistency skill on a set of LLM answers with the command: check-answer-consistency <answers>

Dependency Matrix

Required Modules

None required

Components

scripts

💻 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: check-answer-consistency
Download link: https://github.com/ContextJet-ai/awesome-llm-observability/archive/main.zip#check-answer-consistency

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