domains / families / design / audit-ai-design-slop

audit-ai-design-slop

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Audit websites, apps, screenshots, mockups, and design code for harmful AI-design clichés, generic generated defaults, and established UI defects. Use when the user wants evidence-backed design feedback, an anti-slop review, or a removal-first cleanup plan without a speculative redesign.

When to use

• audit websites
• audit apps
• audit screenshots
• audit mockups
• audit design code
• evidence-backed design feedback
• anti-slop review
• removal-first cleanup plan

When not to use

• guess whether AI made the design
• assign a numeric slop score
• reject a visual technique in isolation
• prescribe a new font, palette, layout, design system, or art direction
• turn an audit into an implementation task

Skill page

Source