domains / families / design / no-ai-design-slop

no-ai-design-slop

separate

Prevent and remove generic AI-generated design defaults, incoherent visual choices, and established UI defects while creating, revising, or reviewing websites, apps, screenshots, mockups, and design code. Use as a passive quality gate during UI work or for an explicit anti-slop cleanup; preserve the chosen art direction instead of forcing a neutral redesign.

When to use

• creating websites
• revising apps
• reviewing screenshots
• reviewing mockups
• reviewing design code
• passive quality gate during UI work
• explicit anti-slop cleanup

When not to use

• formal review without editing
• forcing a neutral redesign
• prescribing new art direction unless authorized

Skill page

Source