Built for Vibe Coding

Building AI-Readable
Visual Semantic Bridges

Encode your design intent into precise Token constraints, generating design-rules skills that Cursor, Antigravity, and other IDE tools strictly enforce with one click. Let AI truly understand your brand DNA, ensuring every line of code generated follows your design specifications seamlessly.

Core Features

From learning concepts to generating code, a one-stop solution for building design systems

Define System Genes
Define core Tokens like color, typography, and spacing visually. It's not just picking colors, it's establishing the system's DNA.
Generate AI Rules
Generate Cursor Rules, Antigravity Skills, and other AI behavior guidelines with one click, not just simple code exports.
Vibe Coding Paradigm
Learn how to constrain boundaries with Tokens and experience the new paradigm of design-driven development.
Intent Injection
Transform abstract design intent into logically rigorous Tokens for precise AI understanding and execution.

Why tokenbridge

Traditional Tools vs The Semantic Protocol Layer for AI Era

Audience
Designers
Vibe Coders / Indie Devs demanding strict brand consistency
Core Output
Snippets / Redlines
AI Behavior Rules (Skills/Rules)
Interaction
Static Docs Query
Dynamic Prompt Injection
Workflow
Design Hand-off
AI-Driven with Token Constraints

How Teams Use tokenbridge

See how different teams maintain design consistency with AI-generated code using tokenbridge

Challenge

A 10-person dev team maintained 3 SaaS products with inconsistent styles. AI-assisted coding produced fragmented UI with conflicting patterns.

Solution

Created unified design system with tokenbridge, defining brand colors, spacing, and components. Exported design-rules injected into Cursor, AI code automatically follows standards.

Results

Design consistency achieved in 3 weeks. AI code compliance improved from 40% to 95%. Team efficiency increased by 30%.

Multiple Output Formats

Support mainstream AI programming tools and frontend frameworks, configure once, use everywhere

design-rules skill

Complete skill package for AI IDEs

CursorCopilotWindsurfClineAugmentAntigravity

Cursor Rules

Cursor-specific rule file (.mdc) with precise generation instructions

Antigravity Rules

Antigravity architecture guardrails to prevent style drift

CSS Variables

Standard CSS Custom Properties, compatible with all modern frameworks

JSON Tokens

W3C standard compliant Design Tokens JSON, single source of truth

Tailwind Config

Ready-to-use Tailwind CSS configuration

Ready to Get Started?

In just a few minutes, create your own design-rules skill and help AI understand your design intent better

Get Started