What problem does it solve? AI-generated frontend code tends to look templated and generic, repeating the same purple gradients, centered heroes, and default font choices. This Skill forces the agent to read the brief first, infer the right design direction, and ship interfaces that avoid recognizable LLM design clichés. ## Core Features & Use Cases - Brief Inference and Design Read: Analyzes page kind, vibe words, references, audience, and constraints before writing code, then declares a one-line design read. - 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: Selects official design systems (Fluent, Material, Carbon, GOV.UK, shadcn/ui, Tailwind) when appropriate instead of hand-rolling CSS. - Anti-Slop Rules and Pre-Flight Checks: Enforces hard layout rules covering hero discipline, eyebrow restraint, CTA contrast, palette rotation, and banned AI-default patterns. - Use Case: Ask for a redesign of a premium cookware landing page and receive a Tailwind + Motion implementation with a deliberate non-default palette, asymmetric layout, and audited accessibility. ## Quick Start Ask the agent to design a landing page or portfolio from your brief and let it state its design read before generating the interface code.