AI lab
AI composition critique must be evidence-led
- Ask AI for whole-screen read, focal point, weight, rhythm, density, and noise.
- Ask it to separate evidence from taste.
- Reject advice that says only "cleaner," "premium," or "modern."
Prompt anatomy
BriefScreen job, user moment, screenshot description
ReadFocal point, weight, balance, rhythm, density
CheckVisible evidence and rejected taste language
DecideOne composition decision