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ae-design-impeccable - Impeccable frontend design system skill

Provides AI Slop anti-patterns, context gathering protocol, self-verification tests, and domain reference guides for frontend design.

Tags

Updated: 2026-09-21

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Prevent generic AI design anti-patterns
  • Collect mandatory pre-design context information
  • Execute post-design self-verification tests
  • Audit design quality and accessibility
  • Normalize detected AI Slop patterns
  • Polish interface alignment and details
  • Critique design from anti-pattern perspective
  • Extract design context from code

Inputs

  • Project design context file
  • Visual identity reference document
  • Trigger keywords in prompt
  • Existing website or source code

Outputs

  • Design quality audit reports
  • Design pattern normalization suggestions
  • Polished visual interface code
  • Independent design critique reports
  • Extracted design context data
  • Self-verification test results

Requirements

  • Claude Code environment
  • Read, Grep, Glob tool permissions
  • expert-frontend or designer agents

Source

  • Spec: SKILL.md
design
impeccable
ai-slop
anti-patterns
context-gathering
verification
frontend
Prevent generic AI design anti-patterns
Collect mandatory pre-design context information
Execute post-design self-verification tests
Audit design quality and accessibility
Project design context file
Visual identity reference document
Trigger keywords in prompt
Design quality audit reports
Design pattern normalization suggestions
Polished visual interface code