Strategic Vision
Three strategic pillars define the stitchwand trajectory. Each builds on the last, creating compounding value from product foundation through enterprise platform.
Proprietary Core
Best-in-class CLI and TypeScript SDK distributed via npm. Win mindshare with commercial-grade quality. The foundation everything else stands on.
Stitch-Native Experience
Deep Google Stitch integration via Skills marketplace. First-mover token management companion. The default choice inside the Stitch ecosystem.
MCP-First Architecture
MCP server lets any AI agent convert, validate, diff tokens. The design token API for the agentic era. Interop by default.
What Not To Do
The first AI design tool that knows what to avoid. 80+ named anti-patterns — purple gradients, side-tab cards, Inter everywhere, sparkle-icon overload — ship as soft constraints. Every other tool produces the same output. We minimize the homogeneity by default, and honor explicit intent when you ask for it.
Interactive Roadmap
Four phases from foundation to platform. Each phase unlocks the next, with measurable targets gating progression.
- npm packages published
- MCP on 4 registries
- Private GitHub repo
- Google Cloud Next Apr 22-26
- Chrome extension
- A11y Linter
- Prompt Library
- Google I/O demo
- 4-tier pricing (Free / Pro / Team / Enterprise)
- Auth0, Postgres, Stripe
- Stitch graduation target
- Figma Bridge
- Design Systems Manager
- VS Code extension
- Enterprise SSO
Labs — Experimental Features
12 experiments pushing the boundaries of design system automation. Each one is a bet on a future capability.
AI-powered audit tool that scans your entire design system for inconsistencies, accessibility gaps, and optimization opportunities. Get actionable recommendations in seconds.
- Full token coverage analysis
- WCAG 2.1 accessibility scoring
- Cross-platform consistency checks
- Auto-generated fix suggestions
Design tokens tailored for game development with support for sprite sheets, animation timing, color palettes, and HUD elements. Powered by Stitch + Gemini.
- Game-specific token categories
- Sprite & animation token support
- HUD and UI pattern library
- Export to Unity, Unreal, Godot
Generate comprehensive brand voice guidelines, logos, color palettes, and tone documentation using Google AI tools. From brief to brand book in minutes.
- Brand personality profiling
- Tone & voice style guide
- Logo and color palette generation
- Export to DESIGN.md format
Two-way sync between Figma variables and your DESIGN.md. Push tokens to Figma or pull design decisions back into code. Never drift again.
- Real-time variable synchronization
- Conflict detection & resolution
- Figma plugin + MCP integration
- Batch import/export support
Auto-generate product requirements documents that stay in sync with your design system. As tokens change, specs update automatically.
- Auto-generated from DESIGN.md
- Live token reference embedding
- Stakeholder review workflow
- Version history & diffing
Deploy and manage autonomous AI agents that monitor, maintain, and evolve your design system. Agents handle migrations, audits, and optimization on autopilot.
- Deploy agents for specific tasks
- Agent lifecycle management
- Event-driven automation
- Cross-tool orchestration via MCP
Collaborative multi-agent sessions where specialized AI agents work together on complex design system tasks. Architect, reviewer, and builder agents in concert.
- Parallel agent execution
- Role-based agent specialization
- Real-time collaboration view
- Git worktree integration
Continuously validate your design tokens against best practices, naming conventions, and accessibility standards. Catches issues before they ship.
- 140+ built-in lint rules
- Custom rule authoring
- CI/CD pipeline integration
- Auto-fix for common violations
Side-by-side visual comparison of design token sets. See exactly what changed between versions, branches, or design systems with semantic diffing.
- Semantic diff algorithm
- Visual color/spacing previews
- Branch and version comparison
- Export diff reports as Markdown
A curated collection of battle-tested AI prompts for design system tasks. From token generation to component documentation, get expert-level output every time.
- 50+ categorized prompt templates
- One-click copy to clipboard
- Variable interpolation support
- Curated prompt additions
Browse and install from 99 community-contributed design system templates. Complete DESIGN.md files with tokens, components, and documentation ready to customize.
- 99 community design systems
- One-click install & customize
- Category and style filtering
- Preview before installing
Revenue Model
Four tiers from free to enterprise contracts. Free-to-Pro conversion is the primary growth engine.
- Convert, Validate, Diff unlimited
- 3 saved design systems
- Community support
- CLI + MCP access
- Unlimited saved systems
- Component generation
- CI/CD pipeline integration
- API access
- AI Audit + Labs features
- Priority support
- 20 team members
- Role-based access control
- Shared design systems
- Brand Voice + Live PRD
- Agent Hub access
- Team analytics
- SSO / SAML
- Audit logs
- SLA guarantee
- On-premise MCP server
- Dedicated support
- Custom integrations
Success Metrics
Clear, measurable targets per phase. Each metric gates progression to the next stage.
| Metric | Phase 1 Launch |
Phase 2 Growth |
Phase 3 Monetize |
Phase 4 Platform |
|---|---|---|---|---|
| npm / week | 100 | 500 | 1,200 | 5,000 |
| Active Users | 50 | 500 | 750 | 1,000 |
| MRR | $0 | $0 | $2,500 | $8,000 |
| Subscribers | — | — | 100 | 200+ |
| Enterprise Clients | — | — | — | 3 |
Growth Vectors
Seven viral distribution channels working in parallel. Each one feeds the others, creating compounding growth loops.
MCP Server on Every Registry
Smithery, Glama, mcp.run, and npm. Every AI agent marketplace becomes a distribution channel for stitchwand.
Google Stitch Skills Repo
First-party contribution to the Stitch Skills repository. Native presence inside the Google design ecosystem.
npx One-Liner On-Ramp
Zero signup, zero install. Run npx stitchwand and get instant value. The shortest path from curiosity to conversion.
Chrome Extension
Phase 2 launch. Inspect and validate design tokens on any live website. Viral loop: designers share audit results.
Demo Content Engine
Before/after videos, live demos, and interactive walkthroughs. Content that sells itself across YouTube, Twitter, and LinkedIn.
Google Cloud Next Presence
Apr 22-26 2026. Live demos, hallway conversations, and Stitch ecosystem networking. The launchpad for enterprise credibility.
Commercial-Grade Engine
Proprietary core distributed via npm for frictionless adoption. Production-quality code and commercial licensing drive enterprise confidence.