Agent Skills: Design System Analyzer

Analyze any website's UI style using ChromeDevTools to extract precise CSS tokens, animations, and interaction states. Handles complex sites and anti-bot measures by guiding the user. Triggers on "analyze this site", "extract UI style", "create design system from [URL]", or "learn visual style".

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design-system-analyzer/SKILL.md

Skill Metadata

Name
design-system-analyzer
Description
Analyze any website's UI style using ChromeDevTools to extract precise CSS tokens, animations, and interaction states. Handles complex sites and anti-bot measures by guiding the user. Triggers on "analyze this site", "extract UI style", "create design system from [URL]", or "learn visual style".

Design System Analyzer

Analyze websites via ChromeDevTools to extract deep CSS logic (keyframes, transitions, tokens) and generate comprehensive Design System System Prompts.

Critical Rules

  1. MUST output the final prompt using EXACTLY the structure in references/design-system-template.md
  2. MUST limit extraction data to prevent context overflow (see analysis-guide.md for limits)
  3. MUST fill ALL template placeholders with extracted or observed values
  4. NEVER skip sections - use "Not observed" if data unavailable

Best Practice: Use Your Own Chrome

For the best experience (no CAPTCHAs, shared login cookies), advise the user to run Chrome with: chrome.exe --remote-debugging-port=9222 (See references/setup-guide.md for details)


Workflow Overview

[1. Navigate] → [2. Anti-Bot Check] → [3. Deep Extraction] → [4. Synthesize to Template]

IMPORTANT: Do NOT take screenshots. Screenshots consume excessive context and are unnecessary - all visual data is extracted from CSS.


Step 1: Navigate & Anti-Bot Check

mcp__chrome-devtools__navigate_page (url: "<target-url>")

Immediately check for bot challenges:

() => {
  const text = document.body.innerText.toLowerCase();
  const title = document.title.toLowerCase();
  if (text.includes('cloudflare') || text.includes('verify you are human') || title.includes('just a moment')) {
    return 'CHALLENGE_DETECTED';
  }
  return 'OK';
}

IF CHALLENGE_DETECTED:

  1. PAUSE all actions.
  2. Tell the user: "Bot protection detected. Please manually solve the CAPTCHA in the browser, then confirm here."
  3. Wait for user confirmation before proceeding.

Step 2: Deep CSS Extraction

Run the extraction scripts from references/analysis-guide.md in order:

| Order | Script | Purpose | Max Items | |-------|--------|---------|-----------| | 1 | CSS Variables & Tokens | Colors, spacing, typography variables | 50 tokens | | 2 | Animation & Keyframes | @keyframes, animation usage, transitions | 10 KF, 15 trans | | 3 | Interaction States | :hover, :focus, :active rules | 15 rules | | 4 | Typography | Font stacks from key elements | 7 elements | | 5 | Layout & Spacing | Border radius, gaps, shadows | 5 each | | 6 | Tech Stack | Framework detection | - |

IMPORTANT: Each script has built-in limits. Do NOT modify to extract more data.


Step 3: Synthesize to Template

MANDATORY: Generate output using EXACTLY the template structure from references/design-system-template.md.

Template Mapping Table

| Extracted Data | Template Section | Notes | |----------------|------------------|-------| | tokens.colors | Design Token System > Colors | Format as table | | tokens.spacing | Spacing, Radius & Borders | Include radius values | | tokens.typography | Typography | Include font stacks | | Typography script | Typography > Font Stacks, Type Scale | Computed styles | | keyframes | Animation & Motion > Key Animations | Full keyframe definitions | | animationUsage | Animation & Motion > Timing | Duration, easing | | transitions | Animation & Motion > Timing | Common patterns | | interactions | Component Styling > State Transitions | Hover/focus effects | | Layout sampler | Layout Principles | Spacing system | | Tech stack | Implementation Notes | Tailwind/CSS notes |

Output Format Checklist

Before outputting, verify ALL these sections are present:

  • [ ] <role> block (copy exactly from template)
  • [ ] <design-system> wrapper
  • [ ] ## Design Philosophy with Core Principles, Vibe, Historical Context
  • [ ] ## Design Token System with Colors table, Typography, Spacing
  • [ ] ## Component Styling Principles with Buttons, Cards, Form Inputs
  • [ ] ## Layout Principles with Spacing System, Grid, Responsive
  • [ ] ## The "Signature" Factor with 3 mandatory elements
  • [ ] ## Animation & Motion with Philosophy, Timing, Key Animations
  • [ ] ## Accessibility Constraints
  • [ ] ## Anti-Patterns with Visual and Interaction no-nos
  • [ ] ## Implementation Notes with tech-specific guidance
  • [ ] ## Aesthetic Checklist with 4 verification items
  • [ ] Closing </design-system>

Resources