What problem does it solve? AI-generated interfaces tend to converge on the same generic patterns: cream backgrounds, gradient text, identical card grids, and eyebrow labels on every section. This Skill provides a structured design workflow that produces distinctive, production-grade frontend UI and systematically removes those AI slop tells from existing interfaces. ## Core Features & Use Cases - Command-driven design workflow: 20+ sub-commands organized by intent, including craft, shape, and init for building; critique and audit for evaluation; polish, bolder, quieter, and distill for refinement; animate, colorize, typeset, and layout for enhancement; clarify, adapt, and optimize for fixes. - Register-aware guidance: Separate design rules for brand surfaces (landing pages, marketing sites) versus product surfaces (dashboards, admin tools), plus platform references for iOS (HIG) and Android (Material 3) native apps. - Anti-slop enforcement: Explicit bans on saturated AI patterns (gradient text, glassmorphism, hero-metric templates, reflex-reject font lists) with contrast, typography, motion, and accessibility rules. - Use Case: Ask the agent to audit a landing page; it runs context detection scripts, scores accessibility, performance, theming, responsiveness, and anti-patterns, then recommends prioritized follow-up commands like polish or colorize. ## Quick Start Ask the agent to critique the visual design of your landing page and suggest concrete improvements.