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context-post-verify

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Verify AI responses for accuracy.

Software Engineering#verification#hallucination#ai response#contextual accuracy#invariant check
AuthorOrionArchitekton
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill ensures that AI-generated responses are accurate, relevant, and do not hallucinate by verifying them against the provided context and known rules.

Core Features & Use Cases

  • Contextual Relevance: Checks if the AI's answer actually uses the information retrieved.
  • Invariant Validation: Ensures the response doesn't contradict established facts or rules.
  • Hallucination Detection: Flags any claims made by the AI that are not supported by the source material.
  • Use Case: After an AI answers a question about a company policy, this skill confirms that the answer is based on the policy document and doesn't invent new rules.

Quick Start

Run the context post-verify skill to check the AI's response against the retrieved documents.

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: context-post-verify
Download link: https://github.com/OrionArchitekton/cosmocrat-core/archive/main.zip#context-post-verify

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