The original title is about a six-layer protocol for AI image generation. Let me rewrite this as a punchy mobile feed headline.

Short summary

The author analyzed 12,502 high-quality AI image generation prompts and found that successful prompts are structured spec sheets, not creative prose. They propose a six-layer framework—Goal, Canvas, Layout, Subject, Style, Constraints—where each layer iterates independently. A 20-style lookup table and an accountability protocol solve quality drift and finger-pointing in multi-role teams.

• •Six-layer structure: Goal, Canvas, Layout, Subject, Style, Constraints—each independently iterable
• •20 named styles with lookup table aligns designers and image composers instantly
• •Accountability protocol separates layout issues from generation quality issues

Generated with AI, which can make mistakes.