Frontend Aesthetics Skill

When to Use

ALWAYS use this skill when:

• Creating landing pages or marketing sites
• Designing dashboards or admin interfaces
• Building branded UI components
• Reviewing designs for distinctiveness
• Implementing visual polish and animations

DO NOT use when:

• Working on backend/API code
• Writing tests
• Quick prototypes that won't ship

The Problem: Distributional Convergence