AI Skill Report Card

Building Enterprise Design Systems

A88·Feb 26, 2026·Source: Web
15 / 15
LAYER 1 - Design Tokens Structure:
/tokens/
  primitive/     # color-blue-500, spacing-md, font-size-lg
  semantic/      # color-primary, spacing-content-gap, text-body
  component/     # button-primary-bg, input-border-color

Acceptance Criteria:
✓ All primitives are named with property-value pattern
✓ Semantic tokens reference primitives only
✓ Component tokens reference semantic tokens only
✓ No hard-coded values in components
Recommendation
Add specific code examples for component implementation using tokens (e.g., React/CSS-in-JS syntax)
15 / 15

Phase 1: Token Foundation Progress:

  • Define primitive tokens (colors, spacing, typography scales)
  • Create semantic token mappings (brand → primitive)
  • Build component-specific token references
  • Validate token hierarchy (no circular references)

Phase 2: Component Library Progress:

  • Build base components with token references only
  • Create component variants using token swaps
  • Document component APIs and props
  • Test components across themes

Phase 3: Pattern Assembly Progress:

  • Combine base components into composite patterns
  • Define pattern-level spacing and layout rules
  • Create pattern variants for different contexts
  • Document pattern usage guidelines

Phase 4: Template Construction Progress:

  • Assemble patterns into page templates
  • Define responsive grid systems
  • Create template variants for different content types
  • Test templates with real content

Phase 5: Documentation & Governance Progress:

  • Write usage guidelines with visual examples
  • Create do/don't documentation
  • Establish contribution workflow
  • Set up design system governance
Recommendation
Include metrics for measuring design system adoption and success (token usage percentage, component coverage)
18 / 20

Example 1: Token Hierarchy Input: Need consistent button styling across products Output:

// Primitive
color-blue-500: #3B82F6
spacing-sm: 8px

// Semantic  
color-primary: {color-blue-500}
spacing-component-padding: {spacing-sm}

// Component
button-primary-background: {color-primary}
button-padding-horizontal: {spacing-component-padding}

Example 2: Component Acceptance Criteria Input: Base button component requirements Output:

Button Component Acceptance Criteria:
✓ Uses only design tokens (no hard-coded values)
✓ Supports 3 variants: primary, secondary, ghost
✓ Has 3 sizes: small, medium, large
✓ Includes disabled and loading states
✓ Meets WCAG AA contrast requirements
✓ Works with dark/light themes via token swaps

Example 3: Pattern Documentation Input: Form pattern specification Output:

Form Pattern:
Components: Label + Input + Helper Text + Error Message
Layout: Vertical stack with consistent spacing
Variants: Inline, stacked, two-column
Tokens: form-field-gap, form-label-color, form-error-color
States: Default, focused, error, disabled
Recommendation
Provide template starter files or boilerplate code for each layer of the architecture

Token Strategy:

  • Keep primitive tokens generic (color-blue-500, not color-primary-blue)
  • Use semantic tokens for brand decisions (color-primary, color-danger)
  • Component tokens should be highly specific (button-primary-bg, not button-bg)
  • Maintain 3:1 ratio (3 primitive : 1 semantic : 1 component)

Component Architecture:

  • Build components with composition in mind
  • Each component should have single responsibility
  • Use slots/children for content flexibility
  • Version components with clear breaking change policies

Documentation Standards:

  • Every component needs live examples
  • Include code snippets for developers
  • Show responsive behavior explicitly
  • Document accessibility features and keyboard navigation

Governance Model:

  • Require design system team approval for new patterns
  • Use RFC process for major changes
  • Maintain changelog with migration guides
  • Regular design system health audits

Token Anti-patterns:

  • Don't create tokens for one-off values
  • Avoid deep nesting (semantic-primary-button-hover-background)
  • Don't reference component tokens in other components
  • Never skip semantic layer and go primitive → component

Component Mistakes:

  • Don't build components that are too specific to one use case
  • Avoid tight coupling between unrelated components
  • Don't create variants for every possible design need
  • Never mix token references with hard-coded values

Pattern Problems:

  • Don't create patterns that can't be broken down into base components
  • Avoid patterns that require custom CSS overrides
  • Don't document patterns without showing responsive behavior
  • Never create patterns without clear usage guidelines

Governance Failures:

  • Don't allow teams to create their own components without review
  • Avoid design system fragmentation across product teams
  • Don't ship breaking changes without migration timeline
  • Never let the design system become a bottleneck for product velocity
0
Grade AAI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
15/15
Workflow
15/15
Examples
18/20
Completeness
12/20
Format
15/15
Conciseness
13/15