What problem does it solve? AI-generated interfaces often ship with generic defaults: purple gradients, tracked eyebrows, nested cards, fake metrics, and decorative motion that make products look interchangeable and incoherent. This Skill acts as a passive design quality gate that catches these patterns during UI creation, revision, or review while preserving the product's existing art direction. ## Core Features & Use Cases - Passive quality gate: Applies compact checks for system consistency, hierarchy, composition, typography, color, product truth, interaction states, and motion on every design task. - Pattern catalog: Ships an ARTICLE.md reference with ten categorized slop sections (layout, cards, typography, color, imagery, components, motion, copy, accessibility) plus high-signal clusters like "Generic AI SaaS" and "Card apocalypse". - Surgical removal workflow: Names each suspect element precisely, tests whether deletion loses meaning, and makes the smallest correction using the existing design system instead of forcing a neutral redesign. - Use Case: While building a landing page, the Skill flags a tracked uppercase eyebrow, radial gradient lights, and identical icon-tile feature cards, then replaces them with the page's established hierarchy and real product screenshots. ## Quick Start Review this landing page for generic AI design patterns and remove anything that does not serve the product's existing visual direction.
