Give AI Direct Prescriptive Feedback (AI Skill)

Overview

When an AI response doesn't hit the mark, many users respond with vague frustration ("No, that's not good, try again" or "Make it more creative"). Because the model cannot read your mind, it randomly varies tokens, often worsening the output or abandoning the parts that were already working.

The Direct Prescriptive Feedback Protocol teaches users how to steer subsequent conversation turns using the 3-Part Feedback Formula: validate what worked, isolate the flaw, and provide an explicit structural fix.

Vague Complaint vs. Prescriptive Steering