color-contrast-auditor（色彩对比审核员）

Color Contrast Auditor

Detects color contrast violations that make text unreadable and provides WCAG-compliant fixes. Uses both mathematical contrast ratio analysis and perceptual evaluation via vision capabilities.

When to Use

Activate on:

• Screenshots of websites/apps with suspected contrast issues
• CSS/Tailwind files for color audit
• "I can't read this" or "this is hard to see"
• Pre-launch accessibility checks
• Design system color validation

NOT for:

• Choosing brand colors (use web-design-expert)
• Color harmony/aesthetics (use color-theory-palette-harmony-expert)
• Non-visual accessibility (screen readers, keyboard nav)

WCAG 2.1 Contrast Requirements

Minimum Ratios (AA - Required)

Enhanced Ratios (AAA - Recommended)

Non-Text Elements

Contrast Ratio Formula

Contrast Ratio = (L1 + 0.05) / (L2 + 0.05)

Where L1 = lighter color's relative luminance
      L2 = darker color's relative luminance

Calculating Relative Luminance

function relativeLuminance(r, g, b) {
  // Convert 0-255 to 0-1
  let [rs, gs, bs] = [r, g, b].map(c => c / 255);

  // Apply gamma correction
  const gamma = c => c <= 0.03928
    ? c / 12.92
    : Math.pow((c + 0.055) / 1.055, 2.4);

  const [R, G, B] = [rs, gs, bs].map(gamma);

  // Weighted sum (human eye sensitivity)
  return 0.2126 * R + 0.7152 * G + 0.0722 * B;
}

function contrastRatio(color1, color2) {
  const l1 = relativeLuminance(...color1);
  const l2 = relativeLuminance(...color2);
  const lighter = Math.max(l1, l2);
  const darker = Math.min(l1, l2);
  return (lighter + 0.05) / (darker + 0.05);
}

Common Failing Patterns

1. Light Text on Light Background

❌ FAILING EXAMPLE (from user screenshot):

┌─────────────────────────────────────────────┐
│  Background: #F5F2E8 (beige/cream)          │
│  Text: #C8FF00 (lime green)                 │
│                                             │
│     "Scan. Crawl. Match. Report."           │
│     ← UNREADABLE                            │
│                                             │
│  Calculated Ratio: ~1.5:1                   │
│  Required: 4.5:1 (normal) or 3:1 (large)    │
│  Verdict: FAIL by 3x                        │
└─────────────────────────────────────────────┘

✅ FIXED OPTIONS:
   • Darken text to #5A7300 → Ratio: 4.5:1
   • Darken background to #2A2A2A → Ratio: 12:1
   • Use dark green #1A4D00 → Ratio: 8:1

2. Gray Text Syndrome

❌ COMMON FAILURE:
   Background: #FFFFFF
   Text: #AAAAAA (light gray)
   Ratio: 2.3:1 ← FAIL

✅ FIXES:
   • Text: #767676 → Ratio: 4.5:1 (minimum AA)
   • Text: #595959 → Ratio: 7:1 (AAA)

3. Saturated Colors That Look Bright

❌ DECEPTIVE FAILURE:
   Background: #FFF8E7 (warm white)
   Text: #FF6B6B (coral/salmon)
   Ratio: 2.8:1 ← FAIL (looks "colorful" but fails)

✅ FIXES:
   • Text: #C62828 (darker red) → Ratio: 5.2:1
   • Text: #8B0000 (dark red) → Ratio: 8.1:1

4. Trendy Low-Contrast Aesthetic

❌ "MINIMALIST" FAILURE:
   Background: #FAFAFA
   Text: #E0E0E0
   Ratio: 1.3:1 ← SEVERELY FAILING

This is NOT minimalism. This is inaccessible.

✅ MINIMALIST + ACCESSIBLE:
   Background: #FAFAFA
   Text: #616161 → Ratio: 5.7:1

5. Placeholder Text Too Light

❌ COMMON FORM FAILURE:
   Input background: #FFFFFF
   Placeholder: #CCCCCC
   Ratio: 1.6:1 ← FAIL

✅ FIX:
   Placeholder: #757575 → Ratio: 4.6:1

6. Gradient Backgrounds

❌ VARIABLE CONTRAST:
   Gradient: #FFFFFF → #000080
   Text: #FFFFFF (fixed)

   Top of gradient: 1:1 (invisible!)
   Bottom of gradient: 8.6:1 (good)

✅ SOLUTIONS:
   • Add text shadow/outline
   • Use semi-transparent overlay behind text
   • Ensure ALL gradient stops pass contrast

Audit Methodology

Step 1: Visual Scan (Screenshot Analysis)

When given a screenshot, identify:

1. Text elements by size:

- Headlines (large text → 3:1 required) - Body copy (normal text → 4.5:1 required) - UI labels (buttons, links → 4.5:1) - Captions/fine print (4.5:1 required)

1. Interactive elements:

- Button borders/backgrounds - Form field borders - Focus states - Icons with meaning

1. Red flags to look for:

- Light text on light backgrounds - Gray text on white - Colored text on colored backgrounds - Text over images without overlay

Step 2: Extract Colors

From CSS/code:

# Find all color declarations
grep -E "(color:|background:|#[0-9a-fA-F]{3,8}|rgb|hsl)" styles.css

From Tailwind:

# Find text/bg color classes
grep -E "(text-|bg-)" *.tsx *.jsx

Step 3: Calculate Ratios

For each text/background pair:

1. Convert colors to RGB
2. Calculate relative luminance
3. Compute contrast ratio
4. Compare to WCAG requirement

Step 4: Generate Report

# Contrast Audit Report

## Summary
- Total color pairs tested: X
- Passing (AA): Y
- Failing: Z
- Critical failures (<2:1): N

## Failures by Severity

### Critical (Ratio < 2:1)
| Location | Foreground | Background | Ratio | Required | Fix |
|----------|------------|------------|-------|----------|-----|
| Hero tagline | #C8FF00 | #F5F2E8 | 1.5:1 | 3:1 | #5A7300 |

### Moderate (Ratio 2:1 - 3:1)
...

### Minor (Ratio 3:1 - 4.5:1, normal text only)
...

## Recommended Fixes
[Specific color replacements with new ratios]

Color Blindness Considerations

Contrast requirements help but don't fully address color blindness. Additional checks:

Types to Consider

Best Practices

1. Never rely on color alone for meaning

- Add icons, patterns, or text labels - Red/green for error/success needs icons too

1. Test problematic pairs:

- Red + Green (stop/go) - Blue + Purple - Green + Brown - Light green + Yellow

1. Use sufficient lightness difference

- Even with same hue, different lightness helps

Quick Reference: Safe Color Pairs

On White (#FFFFFF)

On Black (#000000)

On Dark Gray (#1A1A1A)

Tools & Validation

Online Checkers

• WebAIM Contrast Checker
• Coolors Contrast Checker
• Adobe Color Accessibility

Browser DevTools

// Chrome DevTools: Elements → Styles → hover color swatch
// Shows contrast ratio automatically

// Firefox: Accessibility Inspector
// Shows color contrast issues

Automated Testing

// axe-core (popular a11y testing library)
const axe = require('axe-core');
axe.run(document, { rules: ['color-contrast'] });

// Lighthouse (built into Chrome)
// Performance → Accessibility → Color contrast

CLI Tools

# Lighthouse CLI
npx lighthouse https://example.com --only-categories=accessibility

# Pa11y
npx pa11y https://example.com

Integration with This Skill

When analyzing a screenshot or codebase:

1. I will identify all text/background color pairs
2. I will calculate contrast ratios for each
3. I will flag anything below WCAG AA thresholds
4. I will suggest specific hex values that pass
5. I will provide before/after comparisons

For the example screenshot (lime on beige):

AUDIT RESULT: CRITICAL FAILURE

Element: Hero tagline "Scan. Crawl. Match. Report."
Foreground: ~#C8FF00 (lime green)
Background: ~#F5F2E8 (beige)
Calculated Ratio: ~1.5:1
Required (large text): 3:1
Required (normal text): 4.5:1
Status: ❌ FAILS BY 2-3x

RECOMMENDED FIXES:
1. Darken text to #5A7300 (olive) → 4.8:1 ✓
2. Darken text to #3D5C00 (dark olive) → 7.1:1 ✓✓
3. Keep lime, darken BG to #3D3D3D → 8.2:1 ✓✓
4. Use #1B5E20 (dark green) → 8.4:1 ✓✓

Checklist for New Designs

Before shipping:

• All body text has ≥4.5:1 contrast
• All large text has ≥3:1 contrast
• All form borders have ≥3:1 contrast
• All icons conveying meaning have ≥3:1 contrast
• Placeholder text is readable (≥4.5:1)
• Focus states are clearly visible (≥3:1)
• Links are distinguishable without color alone
• Error/success states use icons, not just color
• Tested with color blindness simulators
• Automated accessibility scan passes

Philosophy: Beautiful design and accessibility are not mutually exclusive. High contrast can be striking, dramatic, and intentional. Low contrast isn't "minimalist"—it's exclusionary. Every unreadable word is a user lost.