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 ignore the product's actual identity. This Skill acts as a passive quality gate that catches these patterns during UI creation, revision, or review while preserving the chosen 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 during any UI task.
- Pattern catalog: ARTICLE.md provides a heuristic inventory of slop patterns across ten categories, from layout and containers to copy, proof, and accessibility, plus high-signal clusters like "Generic AI SaaS" and "Card apocalypse".
- Removal test workflow: Names each suspect element precisely, evaluates its job, and removes or minimally corrects it using the existing design system instead of forcing a neutral redesign.
- Use Case: While building a landing page, the agent notices a tracked eyebrow, radial gradient lights, and identical icon-tile feature cards, then removes the redundant decoration and adapts the section to the page's existing type, palette, and density.
Quick Start
Review this landing page design for generic AI-generated patterns and clean up anything that does not serve the product's direction.
