design-system

Extract a design-tokens JSON (colors, typography, spacing, breakpoints) from a live web page. Routes through the crawlio-agent-headless pillar of @crawlio/mcp, which invokes skill_extract_design_system via the session-based RE API.

The output is structured enough to drop directly into a Tailwind config, a CSS custom-property sheet, or a Figma tokens plugin.

When to Use

• User wants to "clone the look" of a site they are rebuilding (their own legacy site, a design they are migrating, or a reference they have permission to reproduce)
• User wants to audit their own site's color palette for consistency — e.g. "how many shades of blue are we actually shipping?"
• User is preparing a migration plan and needs a concrete token inventory before touching CSS

Do NOT use this skill to wholesale clone a site you do not have authorization to reproduce. Design-token extraction is fine for inspiration and for sites you own; direct visual cloning of someone else's commercial product without permission is not.

Headless RE Session API

The headless pillar uses a session-based API. You create a session first, then run skills within it.

Important server/tool names:

• Server: "crawlio-agent-headless" (NOT "headless" — that alias does not resolve)
• Session tool: "skill_session_create" → then "skill_run" with { name: "..." }
• Individual skill names like "skill_extract_design_system" are NOT top-level tools — they are arguments to skill_run

Protocol: Session > Sample > Review > Emit

0. Create an RE session

mcp__crawlio__call({
  server: "crawlio-agent-headless",
  tool: "skill_session_create",
  args: { url: "https://target.example.com", maxCalls: 30 }
})

1. Sample

Run the extraction skill:

mcp__crawlio__call({
  server: "crawlio-agent-headless",
  tool: "skill_run",
  args: { name: "skill_extract_design_system" }
})

The underlying skill walks the live DOM, reads getComputedStyle on a sampled set of elements, and collects raw style values.

Read status first:

• complete — full token set extracted
• partial — some categories (e.g. breakpoints) could not be inferred from a single viewport sample
• unavailable — the browser tier is not provisioned on the headless pillar

2. Review the token set

The response includes a design_tokens artifact containing:

• colors — deduped palette, clustered by hue/lightness. Expect the primary brand color, a handful of neutrals, and semantic colors (success/error/warning).
• typography — { fontFamilies, fontSizes, fontWeights, lineHeights, letterSpacings }. Font families are deduped across all text nodes.
• spacing — ordered list of unique margin/padding/gap values in px.
• breakpoints — inferred from @media rules in loaded stylesheets (may be incomplete from a single viewport; the skill notes this as a gap).
• radii — border-radius values in use.
• shadows — box-shadow declarations (often a signal of depth-system design).

Sanity-check before emitting:

• Is the primary color stable across samples, or are there near-duplicates that should be merged manually?
• Do spacing values form a recognizable scale (4/8/16/24…) or is the page using ad-hoc pixels? Report the scale behavior to the user.
• Are there more than ~8 unique font sizes? That usually indicates a design system with no enforced typographic scale — worth calling out.

3. Emit

Produce the token set in the output format the user asked for. Common formats:

Tailwind config fragment:

module.exports = {
  theme: {
    extend: {
      colors: { /* palette from tokens */ },
      fontFamily: { /* families */ },
      spacing: { /* scale */ },
      borderRadius: { /* radii */ },
    }
  }
}

CSS custom properties:

:root {
  --color-primary: #1D4ED8;
  --font-sans: "Inter", system-ui;
  --space-1: 4px;
  /* ... */
}

Design Tokens Community Group (DTCG) JSON:

{
  "color": { "primary": { "$value": "#1D4ED8", "$type": "color" } },
  "font": { "sans": { "$value": "Inter", "$type": "fontFamily" } }
}

Ask the user which format they want before dumping. Default to DTCG JSON when unspecified — it's portable across tools.

Optional follow-up: clone the page

If the user wants more than tokens — a full React + Tailwind scaffold of the page — chain into skill_clone_site within the same session:

mcp__crawlio__call({
  server: "crawlio-agent-headless",
  tool: "skill_run",
  args: { name: "skill_clone_site" }
})

This is a heavy operation (estimatedCalls: 28) and only makes sense when the user has explicit authorization to reproduce the page. Confirm before invoking.

Anti-Patterns

Do not call tool: "skill_extract_design_system" directly — that tool name does not exist on the aggregator. Use skill_run({ name: "skill_extract_design_system" }).

Do not use server: "headless" or server: "app". The correct names are "crawlio-agent-headless" and "crawlio".

Do not emit tokens verbatim without clustering. Raw getComputedStyle output on a complex page will yield 50+ colors and 20+ font sizes; the skill already clusters them, but if you bypass the skill and hand-roll the extraction you'll ship noise as a design system.

Do not claim breakpoint completeness from a single viewport. The skill will flag breakpoints as a partial gap when the page does not expose its full @media rule set. Report that honestly.

Do not use this skill to clone commercial sites wholesale. Tokens for inspiration is fair; pixel-perfect reproduction of someone else's product is not.

Example Workflow

// 0. Create RE session
const session = mcp__crawlio__call({
  server: "crawlio-agent-headless",
  tool: "skill_session_create",
  args: { url: "https://our-site.example.com", maxCalls: 30 }
})

// 1. Extract tokens
const tokens = mcp__crawlio__call({
  server: "crawlio-agent-headless",
  tool: "skill_run",
  args: { name: "skill_extract_design_system" }
})

// 2. Audit
// Check token.artifacts for color count, font size proliferation, etc.

// 3. Emit as Tailwind config
// → hand the user a tailwind.config.js fragment

// 4. Optionally clone (with authorization)
const clone = mcp__crawlio__call({
  server: "crawlio-agent-headless",
  tool: "skill_run",
  args: { name: "skill_clone_site" }
})