What problem does it solve? LLM-generated frontend code tends to fall back on templated aesthetics: purple gradients, centered heroes, three equal feature cards, and generic glassmorphism. This Skill forces the agent to read the brief first, infer the right design direction, and ship interfaces that do not look AI-generated. ## Core Features & Use Cases - Brief Inference and Design Read: Analyzes page kind, vibe words, references, audience, and constraints, then declares a one-line design read before writing any code. - Three-Dial Configuration: Tunes DESIGN_VARIANCE, MOTION_INTENSITY, and VISUAL_DENSITY based on the brief, with presets for SaaS landings, portfolios, editorial sites, and public-sector services. - Design System Mapping: Routes briefs to official packages (Fluent, Material, Carbon, Polaris, GOV.UK Frontend, shadcn/ui, Tailwind v4) instead of hand-rolled recreations. - Hard Layout Rules and Pre-Flight Audit: Enforces hero viewport fit, eyebrow restraint, CTA contrast and wrap checks, palette locks, and section-layout diversity before shipping. - Use Case: Ask for a redesign of a premium consumer brand landing page and receive a React/Next.js + Tailwind v4 implementation with a non-default palette, real image assets, and a passed pre-flight checklist. ## Quick Start Ask the agent to build a landing page for your product and let it declare its design read before generating the interface.