AI Output Quality Uplift System

Defines quality dimensions per output type, captures quality signals immediately after generation, extracts which prompt and context patterns correlate with exceptional outputs, and tracks monthly baseline so your average AI output quality trends measurably upward over 90 days — not random vibes-based adjustments.

Discovered on Twitter via @alex_prompter