Product Designer

Our AI Agent Designed a Complete Design System

3 hrs vs 2-4 weeksDesign & Content5 min read

Our AI Agent Designed a Complete Design System — Tokens, Components, and All

Key Takeaway

We gave an AI agent a brand brief and got back a complete design system — tokens, component specs with all states, information architecture, and production-ready Tailwind config — in a single session.

The Problem

Starting a design system from scratch is a 2-4 week project. Minimum.

You need to define a color palette with semantic naming. A type scale that works across mobile and desktop. Spacing values that create consistent rhythm. Shadow and border systems for elevation. Then you need component specs — not just what a button looks like, but what it looks like hovered, active, disabled, loading, in error state. Multiply that by every component in your library.

Most startups skip this entirely. They ship inconsistent UIs because defining a system upfront feels like a luxury they can't afford. Then they spend 6 months untangling the mess.

At PyratzLabs, we launch products fast — some on 7-day sprint cycles. We don't have 4 weeks to define a design system for each one. But we also can't ship garbage UIs.

We needed a way to generate a complete, coherent design system in hours, not weeks.

The Solution

Our UI/UX Pro Max agent. You give it a brand brief — industry, personality, target audience, any existing brand colors — and it generates a complete design system. Tokens, components, states, all of it.

Not a mood board. Not "inspiration." Production-ready specifications that a developer can implement immediately.

The Process (with code/config snippets)

The prompt:

View details

Design a complete design system for a B2B fintech dashboard.

Brand personality: Professional, trustworthy, modern
Primary color direction: Deep blue / indigo
Target: CFOs and financial analysts
Platform: Web (responsive)

Generate:
1. Complete token set (colors, typography, spacing, shadows, borders, radius)
2. Component specs for: Button, Input, Card, Modal, Table, Navigation, Badge, Toast
3. Each component with states: default, hover, active, focused, disabled, error, loading
4. Tailwind config
5. Information architecture for a 3-level dashboard

The agent outputs structured tokens:

jsonShow code

{
  "colors": {
    "brand": {
      "50": "#EEF2FF",
      "100": "#E0E7FF",
      "500": "#6366F1",
      "600": "#4F46E5",
      "700": "#4338CA",
      "900": "#312E81"
    },
    "semantic": {
      "success": "#059669",
      "warning": "#D97706",
      "error": "#DC2626",
      "info": "#2563EB"
    },
    "neutral": {
      "0": "#FFFFFF",
      "50": "#F9FAFB",
      "100": "#F3F4F6",
      "200": "#E5E7EB",
      "500": "#6B7280",
      "700": "#374151",
      "900": "#111827"
    }
  },
  "typography": {
    "display": { "size": "48px", "weight": 700, "lineHeight": 1.1, "tracking": "-0.02em" },
    "h1": { "size": "36px", "weight": 700, "lineHeight": 1.2, "tracking": "-0.01em" },
    "h2": { "size": "24px", "weight": 600, "lineHeight": 1.3 },
    "h3": { "size": "20px", "weight": 600, "lineHeight": 1.4 },
    "body-lg": { "size": "18px", "weight": 400, "lineHeight": 1.6 },
    "body": { "size": "16px", "weight": 400, "lineHeight": 1.5 },
    "body-sm": { "size": "14px", "weight": 400, "lineHeight": 1.5 },
    "caption": { "size": "12px", "weight": 500, "lineHeight": 1.4 }
  },
  "spacing": {
    "0": "0", "1": "4px", "2": "8px", "3": "12px",
    "4": "16px", "5": "20px", "6": "24px", "8": "32px",
    "10": "40px", "12": "48px", "16": "64px"
  },
  "shadows": {
    "sm": "0 1px 2px rgba(0,0,0,0.05)",
    "md": "0 4px 6px -1px rgba(0,0,0,0.1)",
    "lg": "0 10px 15px -3px rgba(0,0,0,0.1)",
    "xl": "0 20px 25px -5px rgba(0,0,0,0.1)"
  },
  "radius": {
    "sm": "4px", "md": "8px", "lg": "12px", "xl": "16px", "full": "9999px"
  }
}

Component spec (Button example):

View details

## Button Component

### Variants: primary, secondary, ghost, danger
### Sizes: sm (32px), md (40px), lg (48px)

### States:
| State    | Background      | Text        | Border      | Shadow   |
|----------|----------------|-------------|-------------|----------|
| Default  | brand-600      | white       | none        | sm       |
| Hover    | brand-700      | white       | none        | md       |
| Active   | brand-800      | white       | none        | none     |
| Focused  | brand-600      | white       | 2px brand-300| sm + ring|
| Disabled | neutral-200    | neutral-400 | none        | none     |
| Loading  | brand-600 @ 70%| hidden      | none        | sm       |

### Specs:
- Padding: sm(8px 12px) md(10px 16px) lg(12px 24px)
- Font: body-sm(sm) body(md) body-lg(lg) weight-600
- Border-radius: md
- Transition: all 150ms ease
- Min-width: 80px
- Icon gap: 8px

The Tailwind config drops in directly:

jsShow code

// tailwind.config.js
module.exports = {
  theme: {
    extend: {
      colors: {
        brand: {
          50: '#EEF2FF', 500: '#6366F1',
          600: '#4F46E5', 700: '#4338CA', 900: '#312E81',
        },
      },
      fontFamily: { sans: ['Inter', 'system-ui', 'sans-serif'] },
      boxShadow: {
        sm: '0 1px 2px rgba(0,0,0,0.05)',
        md: '0 4px 6px -1px rgba(0,0,0,0.1)',
      },
    },
  },
};

The Results

Metric	Traditional	Agent-Generated
Time to complete system	2-4 weeks	3 hours
Color palette coherence	High (designer)	High (systematic)
Component state coverage	Often incomplete	100% (all states)
Token naming consistency	Varies	Uniform
Cost	$5K-15K (designer)	$0
Developer handoff friction	Medium	Zero (code-ready)

The system isn't perfect on first pass — it's a starting point that's 80% there. But 80% in 3 hours beats 100% in 4 weeks when you're shipping a product next Friday.

Try It Yourself

Give the UI/UX Pro Max agent your brand brief. Be specific about industry, personality, and target audience. The more context, the more coherent the output.

You'll get tokens, components, and a Tailwind config that a developer can start building with immediately. Refine from there — it's faster to edit a complete system than to create one from scratch.

Start free on Mr.Chief →

A design system isn't art. It's engineering. Engineers use generators. So should designers.

design systemAI designcomponent libraryFigma

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Generating Design Documentation From Figma for Developer Handoff

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Product Designer

Our AI Agent Designed a Complete Design System

3 hrs vs 2-4 weeksDesign & Content5 min read

Our AI Agent Designed a Complete Design System — Tokens, Components, and All

Key Takeaway

The Problem

Starting a design system from scratch is a 2-4 week project. Minimum.

Most startups skip this entirely. They ship inconsistent UIs because defining a system upfront feels like a luxury they can't afford. Then they spend 6 months untangling the mess.

At PyratzLabs, we launch products fast — some on 7-day sprint cycles. We don't have 4 weeks to define a design system for each one. But we also can't ship garbage UIs.

We needed a way to generate a complete, coherent design system in hours, not weeks.

The Solution

Not a mood board. Not "inspiration." Production-ready specifications that a developer can implement immediately.

The Process (with code/config snippets)

The prompt:

View details

Design a complete design system for a B2B fintech dashboard.

Brand personality: Professional, trustworthy, modern
Primary color direction: Deep blue / indigo
Target: CFOs and financial analysts
Platform: Web (responsive)

Generate:
1. Complete token set (colors, typography, spacing, shadows, borders, radius)
2. Component specs for: Button, Input, Card, Modal, Table, Navigation, Badge, Toast
3. Each component with states: default, hover, active, focused, disabled, error, loading
4. Tailwind config
5. Information architecture for a 3-level dashboard

The agent outputs structured tokens:

jsonShow code

{
  "colors": {
    "brand": {
      "50": "#EEF2FF",
      "100": "#E0E7FF",
      "500": "#6366F1",
      "600": "#4F46E5",
      "700": "#4338CA",
      "900": "#312E81"
    },
    "semantic": {
      "success": "#059669",
      "warning": "#D97706",
      "error": "#DC2626",
      "info": "#2563EB"
    },
    "neutral": {
      "0": "#FFFFFF",
      "50": "#F9FAFB",
      "100": "#F3F4F6",
      "200": "#E5E7EB",
      "500": "#6B7280",
      "700": "#374151",
      "900": "#111827"
    }
  },
  "typography": {
    "display": { "size": "48px", "weight": 700, "lineHeight": 1.1, "tracking": "-0.02em" },
    "h1": { "size": "36px", "weight": 700, "lineHeight": 1.2, "tracking": "-0.01em" },
    "h2": { "size": "24px", "weight": 600, "lineHeight": 1.3 },
    "h3": { "size": "20px", "weight": 600, "lineHeight": 1.4 },
    "body-lg": { "size": "18px", "weight": 400, "lineHeight": 1.6 },
    "body": { "size": "16px", "weight": 400, "lineHeight": 1.5 },
    "body-sm": { "size": "14px", "weight": 400, "lineHeight": 1.5 },
    "caption": { "size": "12px", "weight": 500, "lineHeight": 1.4 }
  },
  "spacing": {
    "0": "0", "1": "4px", "2": "8px", "3": "12px",
    "4": "16px", "5": "20px", "6": "24px", "8": "32px",
    "10": "40px", "12": "48px", "16": "64px"
  },
  "shadows": {
    "sm": "0 1px 2px rgba(0,0,0,0.05)",
    "md": "0 4px 6px -1px rgba(0,0,0,0.1)",
    "lg": "0 10px 15px -3px rgba(0,0,0,0.1)",
    "xl": "0 20px 25px -5px rgba(0,0,0,0.1)"
  },
  "radius": {
    "sm": "4px", "md": "8px", "lg": "12px", "xl": "16px", "full": "9999px"
  }
}

Component spec (Button example):

View details

## Button Component

### Variants: primary, secondary, ghost, danger
### Sizes: sm (32px), md (40px), lg (48px)

### States:
| State    | Background      | Text        | Border      | Shadow   |
|----------|----------------|-------------|-------------|----------|
| Default  | brand-600      | white       | none        | sm       |
| Hover    | brand-700      | white       | none        | md       |
| Active   | brand-800      | white       | none        | none     |
| Focused  | brand-600      | white       | 2px brand-300| sm + ring|
| Disabled | neutral-200    | neutral-400 | none        | none     |
| Loading  | brand-600 @ 70%| hidden      | none        | sm       |

### Specs:
- Padding: sm(8px 12px) md(10px 16px) lg(12px 24px)
- Font: body-sm(sm) body(md) body-lg(lg) weight-600
- Border-radius: md
- Transition: all 150ms ease
- Min-width: 80px
- Icon gap: 8px

The Tailwind config drops in directly:

jsShow code

// tailwind.config.js
module.exports = {
  theme: {
    extend: {
      colors: {
        brand: {
          50: '#EEF2FF', 500: '#6366F1',
          600: '#4F46E5', 700: '#4338CA', 900: '#312E81',
        },
      },
      fontFamily: { sans: ['Inter', 'system-ui', 'sans-serif'] },
      boxShadow: {
        sm: '0 1px 2px rgba(0,0,0,0.05)',
        md: '0 4px 6px -1px rgba(0,0,0,0.1)',
      },
    },
  },
};

The Results

Metric	Traditional	Agent-Generated
Time to complete system	2-4 weeks	3 hours
Color palette coherence	High (designer)	High (systematic)
Component state coverage	Often incomplete	100% (all states)
Token naming consistency	Varies	Uniform
Cost	$5K-15K (designer)	$0
Developer handoff friction	Medium	Zero (code-ready)

The system isn't perfect on first pass — it's a starting point that's 80% there. But 80% in 3 hours beats 100% in 4 weeks when you're shipping a product next Friday.

Try It Yourself

Give the UI/UX Pro Max agent your brand brief. Be specific about industry, personality, and target audience. The more context, the more coherent the output.

You'll get tokens, components, and a Tailwind config that a developer can start building with immediately. Refine from there — it's faster to edit a complete system than to create one from scratch.

Start free on Mr.Chief →

A design system isn't art. It's engineering. Engineers use generators. So should designers.

design systemAI designcomponent libraryFigma

Related case studies

Design Lead

Generating Design Documentation From Figma for Developer Handoff

An AI agent reads a Figma file and outputs a complete design system doc — component inventory, spacing, colors, typography, interaction specs — as markdown and JSON in 5 minutes.

5 min vs 1-2 days5 min read

Product Designer

Building a Component Library Spec With Accessibility Baked In

We generate a full accessible component library — React and Tailwind code, ARIA labels, keyboard navigation, screen reader support — in 30 minutes instead of 4 weeks.

30 min vs 2-4 weeks6 min read

Design Lead

Exporting Every Asset From a Figma Project — All Formats, One Command

We export every component from a Figma file — SVG, PNG at 1x/2x/3x, and PDF — organized by page and frame with deterministic naming conventions, in 2 minutes flat.

100 assets in 2 min vs 45 min4 min read

Want results like these?

Start free with your own AI team. No credit card required.

Start Free →Browse agents