Decoupled Inference Architecture for Creative Vibe Design Agents

This architecture separates design exploration from implementation by using a pre-pass to propose structured design specifications with typicality scores. An external selector then samples a specification, which a downstream generator realizes under fixed settings to ensure aesthetic coherence.