Build an AI Design System with Impeccable — AI Workflow

Use Impeccable to enforce consistent design tokens and rules so AI-generated React components always match your design system.

The Problem

Every time AI generates a UI component, it picks random spacing, inconsistent colors, and different border radiuses. Your app looks like 5 different designers worked on it — and none of them talked to each other. AI defaults to Inter font, purple gradients, and cards nested inside cards.

The Solution

Define strict design tokens and rules using Impeccable's design language. Run /teach-impeccable once to set the context, then use steering commands like /normalize and /typeset to enforce consistency. Every new component follows the same spacing scale, typography hierarchy, and color palette.

Step-by-Step Walkthrough

Step 1: Install Impeccable

bash

# For Claude Code
cp -r dist/claude-code/.claude your-project/

# Or download from impeccable.style

Step 2: Set Design Context

Run /teach-impeccable in your AI agent. This one-time setup gathers your project's design preferences — brand colors, preferred fonts, spacing scale, and component patterns.

Step 3: Define Design Tokens

css

/* tokens.css */
:root {
  --space-1: 4px;
  --space-2: 8px;
  --space-3: 12px;
  --space-4: 16px;
  --space-6: 24px;
  --space-8: 32px;

  --color-primary: oklch(0.65 0.15 250);
  --color-surface: oklch(0.98 0.005 250);
  --color-text: oklch(0.15 0.02 250);
  --color-text-muted: oklch(0.45 0.02 250);

  --font-heading: 'DM Sans', sans-serif;
  --font-body: 'Inter', sans-serif;
  --font-mono: 'JetBrains Mono', monospace;

  --radius-sm: 6px;
  --radius-md: 8px;
  --radius-lg: 12px;
}

Step 4: Generate Components with Steering

Ask AI to generate a component, then refine with Impeccable commands:

"Build a data table component for displaying invoice line items"

/audit data-table       # Check for design issues
/normalize data-table   # Align with your design tokens
/typeset data-table     # Fix typography hierarchy
/polish data-table      # Final pass — loading states, focus rings

Step 5: Validate Consistency

Run /critique on each new component to verify it follows the system. The critique checks spacing scale adherence, color token usage, typography consistency, and anti-pattern violations.

Real-World Example

Lena, a design engineer at a fintech startup, needs 40 components for a new dashboard. She installs Impeccable, runs /teach-impeccable with the brand's navy-and-teal palette, and defines design tokens with a 4px/8px spacing scale. She asks Claude Code to generate a MetricCard component. The initial output uses Inter font and pure gray borders. She runs /audit MetricCard — it flags 3 issues. She runs /normalize /typeset /polish MetricCard and gets a component with DM Sans headings, tinted-navy borders, and proper 8px padding rhythm. She repeats this for DataTable, StatusBadge, and LineChart. After 40 components, every one uses the same tokens, spacing, and typography — they look like they were designed by the same person.

Related Skills

impeccable-design — The design language and steering commands
shadcn-ui — Component library that pairs well with design tokens