Dev Tools · 2h ago
A structured 6-layer framework for consistent AI image generation
A team analyzed 12,502 high-quality prompts to develop a six-layer framework for AI image generation: goal, canvas, layout, subject, style, and constraints. Each layer can be iterated independently, reducing review costs and quality variance across a 10-person team. The framework includes a style lookup table and a blame protocol to resolve disputes between designers and generators.
Meridian48 take
This is a practical, engineering-minded approach to prompt engineering that could improve team workflows, but its value depends on whether the team's image needs are repetitive enough to justify the upfront structure investment.
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