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Work

The Designer's AI Code Bridge

tokenbridge.dev — From 0 to 1

Industry

AI Tools / Design Systems / Vibe Coding Infrastructure

Role

Designer + Developer (Solo)

Period

2025 — 2026

Stack

Next.js 15 · React 19 · TypeScript

The Designer's AI Code Bridge — cover

The Problem

AI coding tools like Cursor and Antigravity are powerful — but they lack design system context. Without it, they generate code that works technically but ignores the design intent: wrong colors, wrong spacing, wrong component patterns. Every AI-generated component becomes a manual correction task.

The Solution

tokenbridge.dev is a visual tool that lets designers configure their design system — colors, typography, spacing, component rules — and export AI-readable skill packages. These packages give AI coding tools the context they need to generate code that actually matches the design intent.

tokenbridge.dev homepage
Homepage — product positioning
Design system configuration interface
Configure your design system visually
Export formats selection
Multiple export formats for AI tools
Component preview
Live component preview

Why this matters

Designed and shipped solo using the same tools it's built to support: Cursor, Claude Code, Vercel. This project is the most direct proof of the core positioning — a designer who can define the problem and build the solution end to end.

Key Features

  • Visual design system configuration — colors, typography, spacing, component rules
  • Export AI-readable design-rules skill packages for Cursor and Antigravity
  • Bilingual (Chinese/English), multiple export formats
  • Live at tokenbridge.dev