What problem does it solve? AI coding agents default to templated, generic-looking interfaces: purple gradients, centered heroes, three equal feature cards, and Inter font everywhere. This Skill forces the agent to read the brief first, infer the right design direction, and ship frontend code that does not look machine-generated. ## Core Features & Use Cases - Brief Inference and Design Read: Analyzes page kind, vibe words, references, and audience before writing code, then declares a one-line design direction. - Three Configuration Dials: DESIGN_VARIANCE, MOTION_INTENSITY, and VISUAL_DENSITY control layout experimentation, animation depth, and information density per project. - Design System Mapping: Routes briefs to real design systems (Fluent, Material, Carbon, shadcn/ui, Tailwind v4) instead of hand-rolled imitations, with strict anti-pattern bans on AI clichés. - Use Case: Ask your coding agent to build a SaaS landing page; the Skill produces an asymmetric hero, a locked single-accent palette, real imagery, and a pre-flight audit covering eyebrow restraint, CTA contrast, and layout repetition. ## Quick Start Ask your coding agent to build a landing page for your product and tell it to follow the design-taste-frontend skill rules before writing any code.