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Review and create distinctive, production-grade frontend interfaces with high design quality and design system compliance. Evaluates using three pillars: frictionless insight-to-action, quality craft, and trustworthy building. USE FOR: PR reviews, design reviews, accessibility audits, design system compliance checks, creative frontend design, UI code review, component reviews, responsive design checks, theme testing, and creating memorable UI. DO NOT USE FOR: Backend API reviews, database schema
Passed 20 of 22 test cases with the skill, and 15 of 22 without it.
and 2 more in the full report
5 fixed15 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
I'm building a landing page for a new developer tool from scratch and want a clean, modern aesthetic. I am planning to use Inter for body copy and Space Grotesk for display headers since they are popular and neutral. Please provide font recommendation choices for this project.
| Checked | Without skill | With skill |
|---|---|---|
| Rejects both Inter and Space Grotesk in favor of less overused, distinctive typography pairings | Missed | Passed |
The instructions your model reads when the skill loads.
Review UI implementations against design quality standards and your design system OR create distinctive, production-grade frontend interfaces from scratch.
Evaluate existing UI for design system compliance, three quality pillars (Frictionless, Quality Craft, Trustworthy), accessibility, and code quality.
Create distinctive interfaces that avoid generic "AI slop" aesthetics, have clear conceptual direction, and execute with precision.
Before coding, commit to an aesthetic direction:
AVOID: Overused fonts, cliched color schemes, predictable layouts, cookie-cutter design without context-specific character.
Match implementation complexity to vision. Maximalist = elaborate code. Minimalist = restraint and precision.
test cases passed, vs 15 / 22 without
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