PluginBench
Skill
Official
Review
Audit score 70

web-design-reviewer

github/awesome-copilot

Visually inspect websites and fix design issues directly in source code.

What is web-design-reviewer?

This skill enables visual inspection of websites running locally or remotely to identify and fix design issues like responsive layout problems, accessibility violations, and visual inconsistencies. Use it when you need to review UI quality and automatically apply fixes at the source code level.

  • Captures screenshots and inspects websites across multiple viewports (mobile, tablet, desktop, wide)
  • Detects layout issues (overflow, overlap, alignment, spacing), responsive design problems, accessibility violations (contrast, focus states, alt text), and visual inconsistencies
  • Automatically identifies source files and applies fixes to CSS, SCSS, Tailwind, or component code
  • Tests across static sites, SPAs (React/Vue/Angular/Svelte), full-stack frameworks (Next.js/Nuxt/SvelteKit), and CMS platforms
  • Performs before/after verification and iterates until issues are resolved
  • Generates detailed review reports with issue prioritization and recommendations

How to install web-design-reviewer

npx skills add https://github.com/github/awesome-copilot --skill web-design-reviewer
Prerequisites
  • Target website must be running (local dev server, staging, or production)
  • Browser automation capability for screenshot capture and DOM inspection
  • Access to source code in the workspace when making fixes
Claude Code
Cursor
Windsurf
Cline

How to use web-design-reviewer

  1. 1.Provide the URL of the website to review (e.g., http://localhost:3000)
  2. 2.Answer questions about the project framework, styling method, and review scope if not auto-detected
  3. 3.The skill will navigate the site, capture screenshots at multiple viewports, and analyze for design issues
  4. 4.Review the detected issues and their severity levels (P1, P2, P3)
  5. 5.The skill will identify source files and apply fixes automatically, then re-verify with screenshots
  6. 6.Iterate if needed; the skill will repeat inspection and fixing until issues are resolved or you decide to stop

Use cases

Good for
  • Review a local development server for layout breakage and fix responsive design issues across breakpoints
  • Audit a staging site for accessibility violations (contrast ratios, missing alt text, keyboard navigation) and apply corrections
  • Inspect a production website for visual consistency problems and generate a report without making changes
  • Validate that a redesigned component works correctly on mobile, tablet, and desktop before deployment
  • Check an entire site for UI regressions after a framework or styling library upgrade
Who it's for
  • Frontend developers building or maintaining web applications
  • UI/UX designers who want automated visual quality checks
  • QA engineers verifying design compliance across viewports
  • Full-stack developers working on Next.js, Nuxt, or similar frameworks
  • Teams using Tailwind CSS or CSS-in-JS styling approaches

web-design-reviewer FAQ

What websites can this skill review?

It works with static sites (HTML/CSS/JS), SPAs (React, Vue, Angular, Svelte), full-stack frameworks (Next.js, Nuxt, SvelteKit), CMS platforms (WordPress, Drupal), and any other web application that can run in a browser.

Can it fix issues in production?

It can perform read-only reviews of production sites without making changes. To apply fixes, the project source code must exist in your workspace.

What styling methods does it support?

It supports pure CSS, SCSS/Sass, CSS Modules, Tailwind CSS, styled-components, Emotion, and other CSS-in-JS approaches.

How many viewports does it test?

It tests at four standard viewports: Mobile (375px), Tablet (768px), Desktop (1280px), and Wide (1920px).

What happens if a fix doesn't work?

The skill re-verifies after each fix and iterates automatically. If more than 3 attempts are needed for one issue, it will ask for your input before continuing.

Full instructions (SKILL.md)

Source of truth, from github/awesome-copilot.


name: web-design-reviewer description: 'This skill enables visual inspection of websites running locally or remotely to identify and fix design issues. Triggers on requests like "review website design", "check the UI", "fix the layout", "find design problems". Detects issues with responsive design, accessibility, visual consistency, and layout breakage, then performs fixes at the source code level.'

Web Design Reviewer

This skill enables visual inspection and validation of website design quality, identifying and fixing issues at the source code level.

Scope of Application

  • Static sites (HTML/CSS/JS)
  • SPA frameworks such as React / Vue / Angular / Svelte
  • Full-stack frameworks such as Next.js / Nuxt / SvelteKit
  • CMS platforms such as WordPress / Drupal
  • Any other web application

Prerequisites

Required

  1. Target website must be running

    • Local development server (e.g., http://localhost:3000)
    • Staging environment
    • Production environment (for read-only reviews)
  2. Browser automation must be available

    • Screenshot capture
    • Page navigation
    • DOM information retrieval
  3. Access to source code (when making fixes)

    • Project must exist within the workspace

Workflow Overview

flowchart TD
    A[Step 1: Information Gathering] --> B[Step 2: Visual Inspection]
    B --> C[Step 3: Issue Fixing]
    C --> D[Step 4: Re-verification]
    D --> E{Issues Remaining?}
    E -->|Yes| B
    E -->|No| F[Completion Report]

Step 1: Information Gathering Phase

1.1 URL Confirmation

If the URL is not provided, ask the user:

Please provide the URL of the website to review (e.g., http://localhost:3000)

1.2 Understanding Project Structure

When making fixes, gather the following information:

ItemExample Question
FrameworkAre you using React / Vue / Next.js, etc.?
Styling MethodCSS / SCSS / Tailwind / CSS-in-JS, etc.
Source LocationWhere are style files and components located?
Review ScopeSpecific pages only or entire site?

1.3 Automatic Project Detection

Attempt automatic detection from files in the workspace:

Detection targets:
├── package.json     → Framework and dependencies
├── tsconfig.json    → TypeScript usage
├── tailwind.config  → Tailwind CSS
├── next.config      → Next.js
├── vite.config      → Vite
├── nuxt.config      → Nuxt
└── src/ or app/     → Source directory

1.4 Identifying Styling Method

MethodDetectionEdit Target
Pure CSS*.css filesGlobal CSS or component CSS
SCSS/Sass*.scss, *.sassSCSS files
CSS Modules*.module.cssModule CSS files
Tailwind CSStailwind.config.*className in components
styled-componentsstyled. in codeJS/TS files
Emotion@emotion/ importsJS/TS files
CSS-in-JS (other)Inline stylesJS/TS files

Step 2: Visual Inspection Phase

2.1 Page Traversal

  1. Navigate to the specified URL
  2. Capture screenshots
  3. Retrieve DOM structure/snapshot (if possible)
  4. If additional pages exist, traverse through navigation

2.2 Inspection Items

Work through references/visual-checklist.md during inspection and again during post-fix verification.

Layout Issues

IssueDescriptionSeverity
Element OverflowContent overflows from parent element or viewportHigh
Element OverlapUnintended overlapping of elementsHigh
Alignment IssuesGrid or flex alignment problemsMedium
Inconsistent SpacingPadding/margin inconsistenciesMedium
Text ClippingLong text not handled properlyMedium

Responsive Issues

IssueDescriptionSeverity
Non-mobile FriendlyLayout breaks on small screensHigh
Breakpoint IssuesUnnatural transitions when screen size changesMedium
Touch TargetsButtons too small on mobileMedium

Accessibility Issues

IssueDescriptionSeverity
Insufficient ContrastLow contrast ratio between text and backgroundHigh
No Focus StateCannot determine state during keyboard navigationHigh
Missing alt TextNo alternative text for imagesMedium

Visual Consistency

IssueDescriptionSeverity
Font InconsistencyMixed font familiesMedium
Color InconsistencyNon-unified brand colorsMedium
Spacing InconsistencyNon-uniform spacing between similar elementsLow

2.3 Viewport Testing (Responsive)

Test at the following viewports:

NameWidthRepresentative Device
Mobile375pxiPhone SE/12 mini
Tablet768pxiPad
Desktop1280pxStandard PC
Wide1920pxLarge display

Step 3: Issue Fixing Phase

3.1 Issue Prioritization

block-beta
    columns 1
    block:priority["Priority Matrix"]
        P1["P1: Fix Immediately\n(Layout issues affecting functionality)"]
        P2["P2: Fix Next\n(Visual issues degrading UX)"]
        P3["P3: Fix If Possible\n(Minor visual inconsistencies)"]
    end

3.2 Identifying Source Files

Identify source files from problematic elements:

  1. Selector-based Search

    • Search codebase by class name or ID
    • Explore style definitions with grep_search
  2. Component-based Search

    • Identify components from element text or structure
    • Explore related files with semantic_search
  3. File Pattern Filtering

    Style files: src/**/*.css, styles/**/*
    Components: src/components/**/*
    Pages: src/pages/**, app/**
    

3.3 Applying Fixes

Framework-specific Fix Guidelines

See references/framework-fixes.md for details.

Fix Principles

  1. Minimal Changes: Only make the minimum changes necessary to resolve the issue
  2. Respect Existing Patterns: Follow existing code style in the project
  3. Avoid Breaking Changes: Be careful not to affect other areas
  4. Add Comments: Add comments to explain the reason for fixes where appropriate

Step 4: Re-verification Phase

4.1 Post-fix Confirmation

  1. Reload browser (or wait for development server HMR)
  2. Capture screenshots of fixed areas
  3. Compare before and after

4.2 Regression Testing

  • Verify that fixes haven't affected other areas
  • Confirm responsive display is not broken

4.3 Iteration Decision

flowchart TD
    A{Issues Remaining?}
    A -->|Yes| B[Return to Step 2]
    A -->|No| C[Proceed to Completion Report]

Iteration Limit: If more than 3 fix attempts are needed for a specific issue, consult the user


Output Format

Review Results Report

# Web Design Review Results

## Summary

| Item | Value |
|------|-------|
| Target URL | {URL} |
| Framework | {Detected framework} |
| Styling | {CSS / Tailwind / etc.} |
| Tested Viewports | Desktop, Mobile |
| Issues Detected | {N} |
| Issues Fixed | {M} |

## Detected Issues

### [P1] {Issue Title}

- **Page**: {Page path}
- **Element**: {Selector or description}
- **Issue**: {Detailed description of the issue}
- **Fixed File**: `{File path}`
- **Fix Details**: {Description of changes}
- **Screenshot**: Before/After

### [P2] {Issue Title}
...

## Unfixed Issues (if any)

### {Issue Title}
- **Reason**: {Why it was not fixed/could not be fixed}
- **Recommended Action**: {Recommendations for user}

## Recommendations

- {Suggestions for future improvements}

Required Capabilities

CapabilityDescriptionRequired
Web Page NavigationAccess URLs, page transitions✅
Screenshot CapturePage image capture✅
Image AnalysisVisual issue detection✅
DOM RetrievalPage structure retrievalRecommended
File Read/WriteSource code reading and editingRequired for fixes
Code SearchCode search within projectRequired for fixes

Reference Implementation

Implementation with Playwright MCP

Playwright MCP is recommended as the reference implementation for this skill.

CapabilityPlaywright MCP ToolPurpose
Navigationbrowser_navigateAccess URLs
Snapshotbrowser_snapshotRetrieve DOM structure
Screenshotbrowser_take_screenshotImages for visual inspection
Clickbrowser_clickInteract with interactive elements
Resizebrowser_resizeResponsive testing
Consolebrowser_console_messagesDetect JS errors

Configuration Example (MCP Server)

{
  "mcpServers": {
    "playwright": {
      "command": "npx",
      "args": ["-y", "@playwright/mcp@latest", "--caps=vision"]
    }
  }
}

Other Compatible Browser Automation Tools

ToolFeatures
SeleniumBroad browser support, multi-language support
PuppeteerChrome/Chromium focused, Node.js
CypressEasy integration with E2E testing
WebDriver BiDiStandardized next-generation protocol

The same workflow can be implemented with these tools. As long as they provide the necessary capabilities (navigation, screenshot, DOM retrieval), the choice of tool is flexible.


Best Practices

DO (Recommended)

  • ✅ Always save screenshots before making fixes
  • ✅ Fix one issue at a time and verify each
  • ✅ Follow the project's existing code style
  • ✅ Confirm with user before major changes
  • ✅ Document fix details thoroughly

DON'T (Not Recommended)

  • ❌ Large-scale refactoring without confirmation
  • ❌ Ignoring design systems or brand guidelines
  • ❌ Fixes that ignore performance
  • ❌ Fixing multiple issues at once (difficult to verify)

Troubleshooting

Problem: Style files not found

  1. Check dependencies in package.json
  2. Consider the possibility of CSS-in-JS
  3. Consider CSS generated at build time
  4. Ask user about styling method

Problem: Fixes not reflected

  1. Check if development server HMR is working
  2. Clear browser cache
  3. Rebuild if project requires build
  4. Check CSS specificity issues

Problem: Fixes affecting other areas

  1. Rollback changes
  2. Use more specific selectors
  3. Consider using CSS Modules or scoped styles
  4. Consult user to confirm impact scope