How We Extract Design Tokens From Figma and Feed Them Directly Into Code

The Problem

The designer-to-developer handoff is broken. Has been for years.

Here's how it typically works: Designer finishes a screen in Figma. Posts it in Slack. Developer asks "what's the exact hex for that blue?" Designer says "it's in the style guide." Developer can't find it. Opens Zeplin. Zeplin hasn't synced. Back to Slack. "Can you export the spacing values?" Three days later, the component ships with hardcoded colors and magic numbers everywhere.

At PyratzLabs, we run 31 AI agents across 8 teams. When our design team hands off to engineering, we can't afford a 2-3 day feedback loop for every screen. We needed tokens to flow from Figma to code like water — no human bottleneck, no interpretation errors, no "I think it was 16px."

The tools that exist — Zeplin, Storybook, Figma's own dev mode — they help. But they still require a human to translate design intent into code variables. That translation step is where bugs breed.

The Solution

We pointed an Mr.Chief agent at the Figma API. Read-only access. No plugins, no Figma extensions, no third-party SaaS.

The agent reads the Figma file tree, walks every node, extracts style definitions, and outputs structured design tokens in whatever format your codebase needs: JSON, CSS custom properties, Tailwind config, or styled-components theme objects.

One command. One output. Zero interpretation.

The Process (with code/config snippets)

The workflow is dead simple. You give the agent a Figma file URL and tell it what you want:

Extract all design tokens from this Figma file:
https://www.figma.com/file/abc123/Design-System-v3

Output as:
1. JSON token file
2. Tailwind theme config
3. CSS custom properties

The agent calls the Figma REST API with a read-only personal access token:

# The agent constructs API calls like:
GET https://api.figma.com/v1/files/{file_key}
GET https://api.figma.com/v1/files/{file_key}/styles

It parses the response tree — every FRAME, TEXT, RECTANGLE, COMPONENT node — and extracts:

• Colors: Fill colors, stroke colors, effect colors → mapped to semantic names
• Typography: Font family, weight, size, line height, letter spacing → type scale
• Spacing: Auto-layout padding, gaps, component spacing → spacing scale
• Shadows: Drop shadows, inner shadows → elevation tokens
• Border radius: Corner radius values → radius scale

Output looks like this:

{
  "colors": {
    "primary-500": "#6366F1",
    "primary-600": "#4F46E5",
    "neutral-50": "#FAFAFA",
    "neutral-900": "#171717",
    "success-500": "#22C55E",
    "error-500": "#EF4444"
  },
  "typography": {
    "heading-xl": {
      "fontFamily": "Inter",
      "fontWeight": 700,
      "fontSize": "36px",
      "lineHeight": "44px"
    },
    "body-md": {
      "fontFamily": "Inter",
      "fontWeight": 400,
      "fontSize": "16px",
      "lineHeight": "24px"
    }
  },
  "spacing": {
    "xs": "4px",
    "sm": "8px",
    "md": "16px",
    "lg": "24px",
    "xl": "32px"
  }
}

And the Tailwind config:

// tailwind.config.js (auto-generated)
module.exports = {
  theme: {
    extend: {
      colors: {
        primary: { 500: '#6366F1', 600: '#4F46E5' },
        neutral: { 50: '#FAFAFA', 900: '#171717' },
        success: { 500: '#22C55E' },
        error: { 500: '#EF4444' },
      },
      fontFamily: {
        sans: ['Inter', 'sans-serif'],
      },
      spacing: {
        xs: '4px', sm: '8px', md: '16px', lg: '24px', xl: '32px',
      },
    },
  },
};

No ambiguity. No "I think the designer meant 16px." It's 16px because that's what's in the Figma file.

The Results

The biggest win isn't speed — it's accuracy. When a developer manually copies a hex code, they get it wrong about 15% of the time. Transposed digits, wrong shade, outdated value. The agent reads the source of truth directly. Zero drift.

Try It Yourself

You need two things: a Figma personal access token (free, read-only) and an Mr.Chief agent with web access.

1. Generate a Figma token at figma.com/developers
2. Point the agent at your file URL
3. Specify your output format

The agent handles the rest. No plugins to install, no build pipeline to configure.

If your design tokens aren't in code within 15 minutes of a design change, you're wasting engineering time on translation work that a machine does better.

Design tokens aren't a nice-to-have. They're the contract between design and code. We just automated the notary.