paddo.dev 'Impeccable' post (March 13) documents that naming explicit design vocabulary — color system tokens, spacing scale values, typographic hierarchy labels — in UI generation prompts yields a measured 1.59x improvement over unstructured requests. Models lack the implicit design language designers carry intuitively; providing that vocabulary closes the gap between 'generate a hero section' and a production-quality output.