Ask AI to Audit Its Own Output (AI Skill)

Overview

When an AI generates a long response in a single generation pass, it cannot "look ahead" to revise earlier sentences based on later logical deductions. As a result, drafts often contain subtle internal contradictions, forgotten constraints, or code bugs that the model would easily catch if asked to review them as a third party.

This skill implements the Reflexion / Critic-Actor Prompting Protocol - a technique that separates generation from critique to dramatically elevate accuracy and quality.

The 3-Stage Reflexion Architecture