LLM Auditor

Evaluate and improve the factual grounding of LLM-generated responses. Acts as an automated fact-checking layer that systematically analyzes claims against real-world information.

When to Use This Skill

Activate when the user says things like:

• "audit that", "fact-check that", "double-check that"
• "verify those claims", "is that accurate?"
• "check your sources", "are you sure about that?"
• "audit this: [text]"
• Any request to validate factual accuracy of a previous response or provided text

The Audit Process

Execute these three phases sequentially. Do NOT skip phases.

Phase 1: Critic — Extract and Verify Claims