Scan Code for Accessibility → Generate Fixes → Create Pull Request

advanced45 minPublished Mar 16, 2026
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Automatically scan code commits for accessibility violations, generate suggested fixes using AI, and create pull requests with improvements.

Workflow Steps

1

GitHub Actions

Scan code on commit

Set up a workflow that triggers on pull requests and pushes. Use accessibility linting tools like axe-core or Pa11y to scan HTML, CSS, and JavaScript files for common accessibility violations like missing alt text, color contrast issues, and keyboard navigation problems.

2

Anthropic Claude API

Generate accessibility fixes

Send detected violations and surrounding code context to Claude API. Prompt it to suggest specific code fixes that address each accessibility issue while maintaining existing functionality. Request fixes in standard format with explanations.

3

GitHub API

Create pull request with fixes

Automatically create a new branch with AI-suggested accessibility improvements. Generate a pull request that includes the fixes, explains what accessibility barriers were addressed, and links to relevant WCAG guidelines. Tag accessibility team for review.

Workflow Flow

Step 1

GitHub Actions

Scan code on commit

Step 2

Anthropic Claude API

Generate accessibility fixes

Step 3

GitHub API

Create pull request with fixes

Why This Works

Combines automated scanning for comprehensive coverage with AI's contextual understanding to generate practical fixes, creating a continuous feedback loop that improves accessibility without slowing development velocity.

Best For

Development teams wanting to proactively catch and fix accessibility issues in their codebase before they reach users

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