UI Design System Audit Skill
Degree of freedom: MIXED — Steps 0–3, 5–6 [HIGH freedom]; Step 4
playwright captures [LOW freedom — run exactly]. Read
protocol-browser-anti-stall before any browser step. Breakpoints-only →
audit-responsive.
How to reason
- Observe — quote the token file, raw hex, or screenshot
- Interpret — is this the system token, a one-off, or an AI-tell?
- Classify — token leak / duplicate component / missing state / template / correct
- Severity — raw color on a core primitive = P0; missing hover = P1; radius nit = P2
Worked example
Observe:
Button.tsxusesbg-[#3B82F6];--primaryexists inglobals.css. Interpret: the primitive bypasses the token SSOT; dark mode cannot switch it. Classify: token leak on a core primitive. Severity: P0 — every button is a hardcoded hex. Finding:Button.tsx| color token | P0 | replace withbg-primary.
Self-critique before reporting [LOW freedom — do not skip]
- Tokens first — do not invent a second scale
- Evidenced — screenshot under
.playwright-mcp/or quoted class - Severity justified — P0 = core primitive off-token or unusable contrast
- Right owner — linearized desktop →
audit-responsive; WCAG keyboard →audit-accessibility - Hand-crafted — no recommendation that increases template sameness
Anti-template
Recommendations must look hand-crafted. Research award-winning sites in the
domain; vary rhythm (not identical py-16); give each control a distinct
hover/focus/active/disabled; define personality tokens (radius, type voice);
forbid identical section padding, generic gradients, 3-col icon-title-desc
as the default, lorem empty states, uniform radius, unadapted stock art.
Step 0: Auto-Detect Design System
0a. Detect CSS Framework
| Signal | Technology |
|---|---|
tailwindcss v3 + tailwind.config.* |
Tailwind CSS v3 |
tailwindcss v4 + @theme in CSS |
Tailwind CSS v4 |
*.module.css files |
CSS Modules |
styled-components or @emotion/styled |
CSS-in-JS |
@chakra-ui/react |
Chakra UI |
@mui/material |
Material UI |
@mantine/core |
Mantine |
0b. Detect Component Library
Glob: **/components/ui/*.tsx → shadcn/ui
Glob: **/components/ui/*.vue → Vue component lib
Glob: **/components/ui/*.svelte → Svelte component lib
Grep: "from '@radix-ui" glob "*.{ts,tsx}" output_mode "count"
Grep: "from 'lucide-react" glob "*.{ts,tsx}" output_mode "count"
Grep: "from '@heroicons" glob "*.{ts,tsx}" output_mode "count"
Grep: "from 'react-icons" glob "*.{ts,tsx}" output_mode "count"
0c. Find Design Tokens
Glob: **/tailwind.config.*
Glob: **/app/globals.css
Glob: **/styles/tokens.*
Glob: **/theme.*
Grep: "--primary|--secondary|--accent|--muted" glob "*.css"
Read token source to extract: colors, spacing, typography, radii, shadows.
0d. Discover Forbidden Patterns
Grep: "NEVER|FORBIDDEN|DO NOT" glob "**/*README*" -i
0e. Record Discovery
DESIGN SYSTEM DISCOVERY:
- CSS framework: [Tailwind v3/v4 / CSS Modules / Styled Components / etc.]
- Component library: [shadcn/ui / Radix / MUI / Chakra / custom]
- Icon library: [Lucide / Heroicons / react-icons / mixed]
- Token source: [file path]
- Colors defined: [count]
- Typography scale: [list]
- Spacing base: [4px / 8px / etc.]
- Border radius: [list]
- Shadow levels: [list]
- Dark mode: [YES — class/media / NO]
- Forbidden patterns: [list from README]
Step 1: Research Design System Best Practices
1a. Context7 — Component Library Docs
context7:resolve-library-id
{
"libraryName": "<DETECTED_COMPONENT_LIBRARY>",
"query": "component variants accessibility patterns"
}
Then fetch docs with the resolved ID. Also fetch CSS framework docs.
1b. Firecrawl — Design System Standards
firecrawl:firecrawl_search
{
"query": "<COMPONENT_LIBRARY> design system audit token compliance best practices [current year]",
"limit": 5,
"sources": [{ "type": "web" }]
}
Additional queries:
| Topic | Query |
|---|---|
| Token compliance | design token audit <CSS_FRAMEWORK> consistency |
| Component patterns | <FRAMEWORK> component modularity composition patterns |
| Dark mode | <CSS_FRAMEWORK> dark mode implementation best practices |
1c. Firecrawl — Award-Winning Reference Sites
firecrawl:firecrawl_search
{
"query": "<PRODUCT_TYPE> website design award Awwwards Muzli [current year]",
"limit": 5,
"sources": [{ "type": "web" }]
}
firecrawl:firecrawl_search
{
"query": "<PRODUCT_TYPE> SaaS UI design inspiration unique not generic [current year]",
"limit": 5,
"sources": [{ "type": "web" }]
}
Scrape 2–3 standout sites for grid breaks, signature motion, type voice, and accent logic.
Step 2: Token Compliance Audit
2a. Color Tokens
| Rule | Standard | How to Check |
|---|---|---|
| Semantic naming | primary, secondary, destructive, muted, accent |
No raw hex/rgb in components |
| CSS variables | hsl(var(--primary)) or oklch() |
All colors reference variables |
| Foreground pairs | Every bg color has *-foreground |
Text contrast maintained |
| Dark mode | All tokens have dark variant | .dark class or @media |
| Status colors | success, warning, error, info defined |
Consistent across alerts, badges, toasts |
Find violations:
Grep: "(#[0-9a-fA-F]{3,8}|rgb\(|rgba\(|hsl\([^v])" glob "*.tsx"
Grep: "\[(#|rgb|hsl)" glob "*.tsx"
2b. Typography Tokens
| Rule | Standard |
|---|---|
| Font families | Max 2-3 families in theme |
| Size scale | Consistent (text-sm, text-base, text-lg) |
| Weight scale | Limited set (font-normal, font-medium, font-semibold, font-bold) |
| Heading hierarchy | h1 > h2 > h3 in visual weight AND DOM order |
| No arbitrary sizes | No text-[14px] when text-sm exists |
Grep: "text-\[" glob "*.tsx"
Grep: "font-(thin|extralight|light|normal|medium|semibold|bold|extrabold|black)" glob "*.tsx" output_mode "count"
2c. Spacing Tokens
| Rule | Standard |
|---|---|
| Base unit | 4px grid (Tailwind default) |
| Consistent gaps | Same spacing for same contexts |
| No arbitrary values | No p-[13px] when p-3 exists |
Grep: "(p|m|gap|space)-\[" glob "*.tsx"
2d. Borders, Radii, Shadows
Grep: "rounded-\[" glob "*.tsx"
Grep: "shadow-" glob "*.tsx" output_mode "count"
Step 3: Component Modularity Audit
3a. Component Health
| Rule | Standard |
|---|---|
| Single responsibility | One component = one purpose |
| Composable | Small pieces compose into larger ones |
| Reusable | Same UI = same component everywhere |
| Consistent props | variant, size, disabled, className across all |
| Variants pattern | cva() or similar for style variants |
3b. Find Duplicate Components
Grep: "<button " glob "*.tsx" — raw buttons outside ui/ (should use Button)
Grep: "<input " glob "*.tsx" — raw inputs (should use Input)
Grep: "<select " glob "*.tsx" — raw selects
Grep: "<a " glob "*.tsx" — raw anchors (should use Link)
Exclude components/ui/* — those are legitimate primitives.
3c. Check Component Consistency
Grep: "function (Button|Input|Modal|Dialog|Card)" glob "*.tsx" output_mode "files_with_matches"
3d. Mixed Icon Libraries
Grep: "from .lucide-react" glob "*.tsx" output_mode "count"
Grep: "from .@heroicons" glob "*.tsx" output_mode "count"
Grep: "from .react-icons" glob "*.tsx" output_mode "count"
Step 4: Live Visual Verification (playwright-cli)
4a. Navigate and Capture
PW="npx --yes @playwright/cli@latest"
$PW -s=ds-audit open --headed "http://localhost:<PORT>/<ROUTE>"
sleep 2
$PW -s=ds-audit snapshot # verify content rendered
$PW -s=ds-audit screenshot --filename ".playwright-mcp/ds-<route>.png" # visual evidence
$PW -s=ds-audit console # check for errors
4b. Per-Page Checks
| Check | How |
|---|---|
| Token compliance | Screenshot — inconsistent colors, spacing |
| Component reuse | Snapshot — shared primitives used? |
| Console errors | console — hydration, missing CSS vars |
| Layout shift | Snapshot before/after interaction |
| Dark mode | Toggle dark mode, re-screenshot, compare |
4c. Responsive Check
Test at three viewports:
- Desktop (1280px)
- Tablet (768px)
- Mobile (375px)
4d. Visual Accessibility
| Check | How |
|---|---|
| Color contrast | 4.5:1 text, 3:1 large text/UI — inspect via screenshot |
| Focus rings | Tab through elements, verify visible focus indicator |
| Semantic HTML | `Grep: " |
| Alt text | `Grep: "<(img |
Step 5: Microinteractions and User Feedback
5a. Microinteraction Coverage Audit
Check each interactive:
| Element | Expected Feedback | AI-Tell if Missing |
|---|---|---|
| Buttons | Hover: color shift + subtle shadow change. Active: scale(0.98) press. Loading: spinner replaces label or inline indicator | Flat, no state change — feels dead |
| Links | Hover: underline animation or color transition, not instant swap | Instant color jump with no transition |
| Cards (clickable) | Hover: lift (translateY + shadow increase). Not just color change | Color change only, or no hover at all |
| Inputs | Focus: ring animation or border color transition. Not just outline swap | Browser default outline, no custom focus |
| Toggles/switches | State transition animated, not instant. Haptic feel via easing | Instant snap between states |
| Dropdowns/menus | Open/close with slide or fade, not instant appear/disappear | Instant pop, no transition |
| Toasts/notifications | Enter with slide + fade, exit with fade. Auto-dismiss with progress | Instant appear/disappear |
| Modals/dialogs | Backdrop fade + content scale/slide. Exit reverses. Not instant | Instant appear, jarring |
| Tabs | Active indicator slides to new tab, not instant jump | Instant color swap |
| Tooltips | Slight delay (200-300ms), fade in. Don't flicker on mouse movement | Instant, flickers, no delay |
Find in code:
Grep: "transition-all|transition-colors|transition-opacity|transition-transform" glob "*.tsx" output_mode "count"
Grep: "hover:|group-hover:|focus-visible:" glob "*.tsx" output_mode "count"
Grep: "animate-|animation-|@keyframes|framer-motion|motion\." glob "*.tsx" output_mode "count"
Grep: "scale-|translate-|rotate-" glob "*.tsx" output_mode "count"
5b. Interaction State Completeness
Verify ALL states exist per interactive:
States checklist per component:
□ Default (resting)
□ Hover (mouse over)
□ Focus-visible (keyboard navigation)
□ Active/pressed (during click)
□ Disabled (grayed, not clickable, cursor-not-allowed)
□ Loading (async action in progress)
□ Error (validation failed, destructive context)
□ Success (completed action)
Find missing states:
Grep: "focus-visible:|focus:" glob "*.tsx" output_mode "count"
Grep: "active:|pressed" glob "*.tsx" output_mode "count"
Grep: "disabled:|cursor-not-allowed|opacity-50" glob "*.tsx" output_mode "count"
5c. Visual Rhythm and Personality Audit
Intentional variety vs uniform repetition:
| Pattern | Curated Feel | Template Feel |
|---|---|---|
| Section spacing | Varies by content type (hero: generous, form: tight, CTA: spacious) | Same py-16 on every section |
| Typography contrast | Large jumps between heading and body (e.g., 48px → 16px). Mix weights | Incremental scale, same weight everywhere |
| Color accent usage | Accent used sparingly for emphasis, not on every element | Primary color on every button, link, icon |
| Layout variation | Different layouts per section (text-left/image-right, full-width, sidebar) | Same 3-column card grid repeated |
| Border radius | Intentional variation (pills for tags, rounded for cards, sharp for data tables) | Same rounded-lg on everything |
| Shadow depth | Multiple shadow levels for elevation hierarchy | Same shadow on everything, or no shadows |
| Whitespace | Asymmetric margins create visual flow and reading rhythm | Perfectly symmetric, mechanical spacing |
Step 6: Animation and Dark Mode
Animations
| Rule | Standard |
|---|---|
| Duration scale | 150ms (micro), 200ms (hover), 300ms (enter), 500ms (complex) — NOT all the same |
| Easing | ease-out for enter, ease-in for exit, ease-in-out for state changes — NOT all ease-in-out |
| Reduced motion | motion-safe: prefix or prefers-reduced-motion |
| No layout shift | Transitions don't cause CLS |
| Stagger effect | List items, card grids animate in with stagger delay, not all at once |
Grep: "duration-[0-9]+" glob "*.tsx" output_mode "count"
Grep: "transition-" glob "*.tsx" output_mode "count"
Grep: "prefers-reduced-motion|motion-safe|motion-reduce" glob "*.tsx"
Grep: "stagger|delay-\[|animation-delay" glob "*.tsx" output_mode "count"
Dark Mode
| Rule | Standard |
|---|---|
| All tokens switch | CSS variables change in dark mode |
| No hardcoded colors | No bg-white, text-black — use semantic tokens |
| Borders visible | In both modes |
| Contrast | WCAG in BOTH light and dark |
| Not an afterthought | Dark mode should feel designed, not inverted. Shadows become glows, borders become subtle |
Grep: "(bg-white|bg-black|text-white|text-black)" glob "*.tsx" output_mode "count"
Output Template
## UI Design System Audit Report
**Date:** [date]
**Framework:** [detected]
**CSS:** [Tailwind v3/v4 / CSS Modules / etc.]
**Component library:** [shadcn / Radix / MUI / custom]
**Pages Audited:** [count]
**Issues Found:** [count]
---
### Design Token Compliance
| Token Category | Defined | Violations | Status |
|----------------|---------|------------|--------|
| Colors | [count] | [count] raw hex/rgb | [pass/warn/fail] |
| Typography | [count] | [count] arbitrary sizes | [pass/warn/fail] |
| Spacing | [count] | [count] arbitrary values | [pass/warn/fail] |
| Radii | [count] | [count] arbitrary radii | [pass/warn/fail] |
| Shadows | [count] | [count] inconsistent | [pass/warn/fail] |
---
### Component Health
| Component | Used In | Variants | Issues |
|-----------|---------|----------|--------|
| Button | [N] files | [N] | [notes] |
| Input | [N] files | [N] | [notes] |
| Card | [N] files | [N] | [notes] |
---
### Duplicate / Redundant Components
| Pattern | Locations | Recommendation |
|---------|-----------|----------------|
| Raw `<button>` | [files] | Use `<Button>` from `components/ui` |
| Custom modal | [file] | Use `<Dialog>` from `components/ui` |
---
### Visual Accessibility
| Criteria | Status | Issues |
|----------|--------|--------|
| Color contrast | [pass/warn/fail] | [details] |
| Focus indicators | [pass/warn/fail] | [details] |
| Alt text | [pass/warn/fail] | [details] |
| Semantic HTML | [pass/warn/fail] | [details] |
---
## Further reading
- [Microinteraction Coverage and more](references/details.md)