toh-framework
Advanced tools
"Type Once, Have it all!" - AI-Orchestration Driven Development
🌐 Official Website: tohframework.dev
| IDE | Status | Notes |
|---|---|---|
| 🧠 Claude Code | ✅ Full Support | Slash commands, Memory system |
| 📝 Cursor | ✅ Full Support | @ file references |
| 🌌 Google Antigravity | ✅ NEW! Full Support | Latest Gemini integration |
| 💎 Gemini CLI | ✅ Full Support | Context files auto-loaded |
| 🤖 Codex CLI | ✅ Supported | OpenAI agents |
Toh = Type Once, Have it all!
We believe Solo Developers and Solopreneurs should be able to build SaaS systems single-handedly without being an expert in every field.
Toh Framework enables you to:
/toh:plan analyzes, plans, and orchestrates all agentsnpxNow fully supports Google's Antigravity (Gemini IDE)! Install once, use everywhere:
npx toh-framework install
# Select: Claude Code ✅, Cursor ✅, Gemini CLI / Antigravity ✅
| IDE | Folder | Why |
|---|---|---|
| Claude Code | .claude/ | Required for slash commands |
| Others | .toh/ | Central resources |
Both contain identical skills, agents, and commands - fully synced on install!
AI now MUST report skills at the start of every response:
📚 **Skills Loaded:**
- design-mastery ✅ (13 business profiles)
- premium-experience ✅ (5+ pages, animations)
🤖 **Agent:** vibe-agent
💾 **Memory:** Loaded ✅
| Feature | Description |
|---|---|
/toh Smart Command | Type anything, AI picks the right agent! |
| Premium Experience | 5+ pages with animations in one prompt |
| Design Mastery | 13 business profiles for smart design |
| Prompt Optimizer | For AI SaaS - create excellent system prompts |
| Response Format | 3-section responses - no follow-up questions needed |
When creating new apps, you get:
AI auto-detects your business type and applies appropriate design:
Food/Restaurant → Warm colors, appetizing feel
SaaS/Dashboard → Professional blue, clean
E-commerce → Trust emerald, conversion-focused
Gaming → Dark mode, neon accents
Healthcare → Calm teal, trustworthy
...and 8 more profiles
| Feature | Description |
|---|---|
| 🏢 Business Context | AI understands business types, auto-includes standard features |
| 💡 Smart Suggestions | AI suggests 2-3 next steps after every task |
| 🔧 Auto-fix Silent | Errors fixed automatically, user never sees them |
| 📊 Progress Tracking | Visual progress bars and checklists |
| 🔄 Session Recovery | Continue where you left off, even across IDEs |
| 👁️ Preview Mode | See changes before applying |
| ⏪ Version Control | Easy undo/rollback without knowing git |
| 🔌 Integrations | One-click setup for Stripe, PromptPay, Email, Analytics |
/toh:vibe coffee shop
# AI understands this means:
# ✅ POS System
# ✅ Menu Management
# ✅ Order Management
# ✅ Inventory
# ✅ Sales Reports
# No need to specify each feature!
✅ Dashboard created!
💡 Recommended next steps:
1. /toh:design - Polish the UI
2. /toh:dev - Add logic
3. /toh:connect - Connect database
Type a number or tell me what you want to do.
/toh:plan - The Brain/toh:plan Add user authentication with social login
The AI will analyze your project, create a plan, show you what it will do, then execute using the right agents.
Your AI remembers everything across sessions:
Files stored in .toh/memory/ - zero config, just works!
# Interactive install (choose IDEs and language)
npx toh-framework install
# Quick install (Claude Code + Cursor, English)
npx toh-framework install --quick
# Specific IDE only
npx toh-framework install --ide claude
npx toh-framework install --ide cursor
npx toh-framework install --ide gemini
npx toh-framework install --ide codex
# Multiple IDEs
npx toh-framework install --ide "claude,cursor,gemini,codex"
| Tool | Company | Config Location | Status |
|---|---|---|---|
| Claude Code | Anthropic | .claude/ + CLAUDE.md | ✅ Full Support |
| Cursor | Cursor | .cursor/rules/ | ✅ Full Support |
| Gemini CLI | .gemini/ | ✅ Full Support | |
| Codex CLI | OpenAI | AGENTS.md | ✅ Full Support |
After installation, use commands immediately:
# Open project with Claude Code
claude .
# Show all commands
/toh:help
# Create new project (natural language!)
/toh:vibe I want a coffee shop management system with POS, inventory, and sales reports
# Add UI
/toh:ui Add a dashboard page showing daily sales
# Improve Design
/toh:design Make it look professional and polished
# Test system (Auto fix until pass!)
/toh:test Test all pages
# Deploy
/toh:ship
# Call Toh agent
@toh Create a meeting room booking system
# Or use specific command
@toh:ui Create a calendar page for room booking
# Start Gemini CLI in project directory
gemini
# Or use specific model
gemini --model gemini-2.5-pro
# Use commands like Claude Code
/toh:help
/toh:vibe Inventory management system
# Start Codex CLI in project directory
codex
# Toh Framework loads automatically from AGENTS.md
# Use commands directly
/toh:vibe Restaurant order management system
| Command | Shortcut | Description |
|---|---|---|
/toh:help | /toh:h | ❓ Show all available commands |
/toh:plan | /toh:p | 🧠 THE BRAIN - Analyze, plan, orchestrate all agents |
/toh:vibe | /toh:v | 🎨 Create new project with UI + Logic + Mock Data |
/toh:ui | /toh:u | 🖼️ Build UI - Pages, Components, Layouts |
/toh:dev | /toh:d | ⚙️ Add Logic - TypeScript, Zustand, Forms |
/toh:design | /toh:ds | ✨ Improve Design - Make it beautiful, not AI-looking |
/toh:test | /toh:t | 🧪 Test System - Auto test & fix until pass |
/toh:connect | /toh:c | 🔌 Connect Backend - Supabase, Auth, RLS |
/toh:line | /toh:l | 💚 LINE Mini App - LIFF integration |
/toh:mobile | /toh:m | 📱 Mobile App - Expo / React Native |
/toh:fix | /toh:f | 🔧 Fix Bugs - Debug and fix issues |
/toh:ship | /toh:s | 🚀 Deploy - Vercel, Production ready |
Toh Framework uses AI-Orchestration Driven Development (AODD) principles:
Users command in natural language, system breaks it down into tasks automatically.
❌ "Create a Next.js project with Zustand store for products
with React Hook Form and Zod validation..."
✅ "I want an online store"
System automatically calls relevant AI-Agents to work.
User: "Create a product management page"
Orchestrator thinks:
├── 📐 Call ui-builder to create UI
├── ⚙️ Call dev-builder to add logic
├── ✨ Call design-reviewer to polish
└── ✅ Deliver results
When tests find errors, system will:
/toh:fix to repairToh Framework uses a fixed tech stack - no decisions needed:
| Category | Technology |
|---|---|
| Framework | Next.js 14 (App Router) |
| Styling | Tailwind CSS + shadcn/ui |
| State | Zustand |
| Forms | React Hook Form + Zod |
| Backend | Supabase |
| Testing | Playwright |
| Language | TypeScript (strict) |
| Agent | Description |
|---|---|
ui-builder | Creates UI and Components |
dev-builder | Adds Logic and State Management |
design-reviewer | Improves Design to professional level |
test-runner | Tests system with auto-fix |
backend-connector | Connects to Supabase |
platform-adapter | Adapts for LINE, Mobile, Desktop |
| Skill | Description |
|---|---|
vibe-orchestrator | Core methodology and workflow |
ui-first-builder | UI patterns and component library |
dev-engineer | TypeScript, Zustand, Forms |
design-excellence | Design system and anti-patterns |
test-engineer | Testing strategy and Playwright |
backend-engineer | Supabase, RLS, Auth |
platform-specialist | LINE, Expo, Tauri |
User: "Create a coffee shop management system"
┌─────────────────────────────────────────────────────┐
│ 🎯 Toh Orchestrator │
├─────────────────────────────────────────────────────┤
│ 1. Analyze requirements │
│ → POS system, inventory, reports │
│ │
│ 2. Call ui-builder │
│ → Create all UI pages + Mock data │
│ │
│ 3. Call dev-builder │
│ → Add state management + forms │
│ │
│ 4. Call design-reviewer │
│ → Polish UI to professional look │
│ │
│ 5. Call test-runner │
│ → Test all pages, auto-fix until pass │
│ │
│ ✅ Deliver ready-to-use system! │
└─────────────────────────────────────────────────────┘
For use with ChatGPT, Claude.ai, or Gemini:
npx toh-framework bundle
Generated files:
toh-full-bundle.txt - All featurestoh-ui-bundle.txt - UI onlytoh-dev-bundle.txt - Logic onlyCopy and paste into Custom Instructions or System Prompt.
# Install framework
npx toh-framework install
# List available commands
npx toh-framework list
# Check installation status
npx toh-framework status
# Generate web bundles
npx toh-framework bundle
| Feature | Traditional | Toh Framework |
|---|---|---|
| Setup Time | 30+ min | 2 min |
| Questions Asked | 10+ | 0 |
| Time to First UI | Hours | Minutes |
| Mock Data | Lorem ipsum | Realistic data |
| Tech Stack Decision | Every time | Fixed, optimized |
| Auto Testing | Manual setup | Built-in |
| Error Fixing | Manual | Auto loop |
/toh:vibe Online store with product pages, cart, and checkout
/toh:vibe HR system with employee management, leave requests, approvals, reports
/toh:vibe Dashboard showing sales, charts, tables with date filters
/toh:test Test all pages
# If errors → auto call /toh:fix → retest until pass
Contributions are welcome! Please feel free to submit a Pull Request.
git checkout -b feature/AmazingFeature)git commit -m 'Add some AmazingFeature')git push origin feature/AmazingFeature)This project is licensed under the MIT License - see the LICENSE file for details.
Wasin Treesinthuros (Innovation Vantage)
Made with ❤️ for you.
"Type Once, Have it all!"
FAQs
AI-Orchestration Driven Development Framework - Type Once, Have it all!
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