Web_Design_Vibe_Constraint_Engine

Translates a raw functional UI/report brief plus context into a tightly constrained visual design manifest (JSON) and corresponding CSS, acting as an aesthetic gatekeeper that enforces 8px grid, a fixed brand palette, and a canonical component schema with no free-text HTML.