What problem does it solve? AI-generated interfaces often look generic and interchangeable. This Skill supplies the design judgment layer between brand selection and implementation, helping you choose a concrete aesthetic direction, make layout and density decisions, and detect generic AI-slop patterns before shipping. ## Core Features & Use Cases - Design Briefs: Produces a compact design brief covering direction archetype, density, surface model, typography mood, motion, and explicit do/don't lists before any UI is built. - Anti-Slop Review: Audits existing UI against a two-tier detection checklist (strong and weak signals) to identify generic AI output, with enforceable code-scannable rules like banning pure black and transition-all. - Theme & Archetype References: Ships six style references (Warm Monochrome, Stark Minimal, Gradient Trust, Workstation Dense, Soft Consumer, Gallery Editorial), page archetypes, decision trees, and pitch deck visual directions. - Use Case: When a user says "this dashboard looks AI-generated", the Skill runs review mode, flags slop signals, and outputs a redesign brief such as a Workstation Dense direction with compact density and monospace numerals. ## Quick Start Ask the assistant to review your UI for generic AI patterns and propose a stronger design direction with a design brief.
