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docs/llm_ada_testing.md
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# LLM Agent Guide: ADA/WCAG Accessibility Testing with Cremote
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## Purpose
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This document provides LLM coding agents with concrete, actionable guidance for using Cremote's accessibility testing tools to conduct ADA/WCAG compliance audits.
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## Quick Reference
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### Tool Selection Matrix
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| Testing Need | Primary Tool | Secondary Tool | WCAG Criteria |
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|--------------|--------------|----------------|---------------|
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| Comprehensive automated audit | `web_run_axe_cremotemcp` | - | ~57% of WCAG 2.1 AA |
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| Color contrast issues | `web_contrast_check_cremotemcp` | `web_run_axe_cremotemcp` | 1.4.3, 1.4.6 |
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| Keyboard accessibility | `web_keyboard_test_cremotemcp` | `web_run_axe_cremotemcp` | 2.1.1, 2.4.7 |
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| Zoom/resize functionality | `web_zoom_test_cremotemcp` | - | 1.4.4 |
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| Responsive design | `web_reflow_test_cremotemcp` | - | 1.4.10 |
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| Visual documentation | `web_screenshot_cremotemcp` | - | Evidence capture |
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| Custom JavaScript testing | `console_command_cremotemcp` | - | Advanced scenarios |
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### Standard Testing Sequence
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```
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1. web_inject_axe_cremotemcp # Inject axe-core library
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2. web_run_axe_cremotemcp # Run comprehensive automated tests
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3. web_contrast_check_cremotemcp # Detailed contrast analysis
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4. web_keyboard_test_cremotemcp # Keyboard navigation testing
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5. web_zoom_test_cremotemcp # Zoom functionality testing
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6. web_reflow_test_cremotemcp # Responsive design testing
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```
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## Tool Usage Patterns
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### Pattern 1: Initial Audit
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```json
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// Step 1: Inject axe-core
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{
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"tool": "web_inject_axe_cremotemcp",
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"arguments": {
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"timeout": 30
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}
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}
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// Step 2: Run comprehensive tests
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{
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"tool": "web_run_axe_cremotemcp",
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"arguments": {
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"run_only": ["wcag2a", "wcag2aa", "wcag21aa"],
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"timeout": 30
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}
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}
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// Step 3: Analyze results and run specialized tests based on findings
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```
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### Pattern 2: Contrast-Specific Testing
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```json
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// For pages with known or suspected contrast issues
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{
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"tool": "web_contrast_check_cremotemcp",
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"arguments": {
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"selector": "body", // Test entire page
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"timeout": 10
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}
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}
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// For specific sections
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{
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"tool": "web_contrast_check_cremotemcp",
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"arguments": {
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"selector": ".main-content", // Test specific area
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"timeout": 10
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}
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}
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```
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### Pattern 3: Keyboard Navigation Testing
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```json
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{
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"tool": "web_keyboard_test_cremotemcp",
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"arguments": {
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"timeout": 10
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}
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}
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// Analyze output for:
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// - not_focusable: Elements that should be keyboard accessible but aren't
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// - no_focus_indicator: Elements missing visible focus indicators
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// - keyboard_trap: Elements that trap keyboard focus
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```
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### Pattern 4: Zoom and Responsive Testing
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```json
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// Test zoom levels (WCAG 1.4.4)
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{
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"tool": "web_zoom_test_cremotemcp",
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"arguments": {
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"zoom_levels": [1.0, 2.0, 4.0],
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"timeout": 10
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}
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}
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// Test responsive breakpoints (WCAG 1.4.10)
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{
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"tool": "web_reflow_test_cremotemcp",
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"arguments": {
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"widths": [320, 768, 1280],
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"timeout": 10
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}
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}
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```
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### Pattern 5: Visual Documentation
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```json
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// Capture baseline
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{
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"tool": "web_screenshot_cremotemcp",
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"arguments": {
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"output": "/tmp/baseline.png",
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"timeout": 5
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}
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}
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// Capture at 200% zoom
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{
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"tool": "web_screenshot_cremotemcp",
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"arguments": {
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"output": "/tmp/zoom-200.png",
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"zoom_level": 2.0,
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"timeout": 5
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}
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}
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// Capture mobile view
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{
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"tool": "web_screenshot_cremotemcp",
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"arguments": {
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"output": "/tmp/mobile-320.png",
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"width": 320,
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"height": 568,
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"timeout": 5
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}
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}
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```
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## Interpreting Results
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### Axe-Core Results
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```json
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{
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"violations": [
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{
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"id": "color-contrast",
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"impact": "serious", // critical, serious, moderate, minor
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"description": "Elements must have sufficient color contrast",
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"nodes": [
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{
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"html": "<p class=\"text-gray\">Low contrast text</p>",
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"target": [".text-gray"],
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"failureSummary": "Fix any of the following:\n Element has insufficient color contrast of 3.2:1 (foreground color: #808080, background color: #ffffff, font size: 12.0pt (16px), font weight: normal). Expected contrast ratio of 4.5:1"
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}
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]
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}
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],
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"passes": [...], // Tests that passed
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"incomplete": [...], // Tests requiring manual review
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"inapplicable": [...] // Tests not applicable to this page
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}
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```
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**Action Priority:**
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1. **Critical/Serious violations** - Fix immediately
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2. **Moderate violations** - Fix in current sprint
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3. **Minor violations** - Fix when convenient
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4. **Incomplete** - Manually review and test
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5. **Passes** - Document for compliance
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### Contrast Check Results
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```
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WCAG AA Violations:
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- p:nth-of-type(3): 3.2:1 (required: 4.5:1)
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Text: This text has insufficient contrast
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Colors: rgb(128, 128, 128) on rgb(255, 255, 255)
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```
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**Remediation:**
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- Darken foreground color or lighten background
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- Use contrast ratio calculator to find compliant colors
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- Test with `web_contrast_check_cremotemcp` after fixes
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### Keyboard Test Results
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```
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High Severity Issues:
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- not_focusable: Interactive element is not keyboard focusable
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Element: div[role="button"]
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- no_focus_indicator: Interactive element lacks visible focus indicator
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Element: button.submit-btn
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```
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**Remediation:**
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- `not_focusable`: Add `tabindex="0"` or use semantic HTML (`<button>` instead of `<div>`)
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- `no_focus_indicator`: Add CSS `:focus` styles with visible outline/border
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- `keyboard_trap`: Review JavaScript event handlers and focus management
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### Zoom Test Results
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```
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Zoom 400% ✗ FAIL:
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Horizontal Scroll: true
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Overflowing Elements: 3
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Text Readable: true
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```
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**Remediation:**
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- Use responsive units (rem, em, %) instead of fixed pixels
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- Implement CSS media queries for zoom levels
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- Test with `max-width: 100%` on images and containers
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### Reflow Test Results
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```
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320px Width ✗ FAIL:
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Horizontal Scroll: true
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Responsive Layout: false
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Overflowing Elements: 5
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```
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**Remediation:**
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- Implement mobile-first responsive design
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- Use CSS Grid or Flexbox with `flex-wrap`
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- Test with `overflow-x: hidden` cautiously (may hide content)
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## Common Workflows
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### Workflow 1: New Page Audit
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```
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1. Navigate to page
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2. Run web_inject_axe_cremotemcp
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3. Run web_run_axe_cremotemcp with wcag2aa tags
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4. If violations found:
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a. Run web_contrast_check_cremotemcp for contrast issues
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b. Run web_keyboard_test_cremotemcp for keyboard issues
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5. Run web_zoom_test_cremotemcp
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6. Run web_reflow_test_cremotemcp
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7. Capture screenshots for documentation
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8. Generate report with all findings
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```
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### Workflow 2: Regression Testing
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```
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1. Navigate to page
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2. Run web_run_axe_cremotemcp
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3. Compare results with baseline
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4. If new violations:
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a. Run specialized tests for affected areas
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b. Capture screenshots showing issues
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5. Report regressions
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```
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### Workflow 3: Contrast-Focused Audit
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```
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1. Navigate to page
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2. Run web_contrast_check_cremotemcp on entire page
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3. For each violation:
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a. Capture screenshot of affected element
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b. Document current and required contrast ratios
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c. Suggest color adjustments
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4. After fixes, re-run web_contrast_check_cremotemcp
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5. Verify all violations resolved
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```
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### Workflow 4: Keyboard Accessibility Audit
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```
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1. Navigate to page
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2. Run web_keyboard_test_cremotemcp
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3. Analyze tab order for logical sequence
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4. For each issue:
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a. Document element and issue type
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b. Suggest remediation (tabindex, semantic HTML, focus styles)
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5. After fixes, re-run web_keyboard_test_cremotemcp
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6. Manually verify complex interactions
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```
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## Error Handling
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### Common Errors and Solutions
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**Error:** "Failed to inject library"
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```
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Solution: Check network connectivity, try alternative CDN, or increase timeout
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```
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**Error:** "Evaluation timed out"
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```
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Solution: Increase timeout parameter, test on smaller page sections
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```
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**Error:** "No tab available"
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```
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Solution: Navigate to a page first using web_navigate_cremotemcp
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```
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**Error:** "Failed to get page"
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```
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Solution: Verify tab ID is valid, check if page is still loaded
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```
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## Best Practices for LLM Agents
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### 1. Always Start with Axe-Core
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Axe-core provides the broadest coverage (~57% of WCAG 2.1 AA). Use it as the foundation, then run specialized tests based on findings.
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### 2. Test in Logical Order
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```
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Automated (axe) → Specialized (contrast, keyboard) → Visual (zoom, reflow) → Documentation (screenshots)
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```
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### 3. Provide Context in Reports
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When reporting issues, include:
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- WCAG criterion violated
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- Severity/impact level
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- Specific element(s) affected
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- Current state (e.g., contrast ratio 3.2:1)
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- Required state (e.g., contrast ratio 4.5:1)
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- Suggested remediation
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### 4. Capture Evidence
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Always capture screenshots when documenting issues:
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```json
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{
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"tool": "web_screenshot_cremotemcp",
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"arguments": {
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"output": "/tmp/issue-contrast-button.png"
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}
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}
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```
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### 5. Verify Fixes
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After suggesting fixes, re-run the relevant tests to verify resolution:
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```
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1. Suggest fix
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2. Wait for implementation
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3. Re-run specific test
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4. Confirm issue resolved
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```
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### 6. Know the Limitations
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These tools cannot test:
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- Semantic meaning of content
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- Cognitive load
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- Time-based media (captions, audio descriptions)
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- Complex user interactions
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- Context-dependent issues
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Always recommend manual testing with assistive technologies for comprehensive audits.
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## Integration with Development Workflow
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### Pre-Commit Testing
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```bash
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# Run quick accessibility check before commit
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cremote inject-axe && cremote run-axe --run-only wcag2aa
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```
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### CI/CD Integration
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```yaml
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# Run full accessibility suite in CI
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- cremote inject-axe
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- cremote run-axe > axe-results.json
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- cremote contrast-check > contrast-results.txt
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- cremote keyboard-test > keyboard-results.txt
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- cremote zoom-test > zoom-results.txt
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- cremote reflow-test > reflow-results.txt
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```
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### Pull Request Reviews
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```
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1. Run accessibility tests on PR branch
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2. Compare with main branch baseline
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3. Report new violations in PR comments
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4. Block merge if critical violations found
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```
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## Quick Command Reference
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```bash
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# Inject axe-core
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cremote inject-axe
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# Run comprehensive tests
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cremote run-axe --run-only wcag2a,wcag2aa,wcag21aa
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# Check contrast
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cremote contrast-check --selector body
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# Test keyboard navigation
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cremote keyboard-test
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# Test zoom levels
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cremote zoom-test --zoom-levels 1.0,2.0,4.0
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# Test responsive design
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cremote reflow-test --widths 320,768,1280
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# Capture screenshot
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cremote screenshot --output /tmp/screenshot.png
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# Capture screenshot at zoom level
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cremote screenshot --output /tmp/zoom-200.png --zoom-level 2.0
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# Capture screenshot at specific viewport
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cremote screenshot --output /tmp/mobile.png --width 320 --height 568
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# Get accessibility tree
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cremote get-accessibility-tree --include-contrast true
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# Execute custom JavaScript with library injection
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cremote console-command --command "axe.run()" --inject-library axe
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```
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## Resources
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- **WCAG 2.1 Quick Reference:** https://www.w3.org/WAI/WCAG21/quickref/
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- **Axe-Core Rules:** https://github.com/dequelabs/axe-core/blob/develop/doc/rule-descriptions.md
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- **Contrast Ratio Calculator:** https://contrast-ratio.com/
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- **WebAIM Resources:** https://webaim.org/resources/
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---
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**For LLM Agents:** This guide is designed for programmatic use. Always provide specific, actionable recommendations based on test results. Include WCAG criterion numbers, severity levels, and concrete remediation steps in your reports.
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Reference in New Issue
Block a user