🏢 Business Context Skill
Purpose: AI understands business domains and auto-includes standard features Version: 1.0.0 Author: Toh Framework Team
Overview
This skill enables AI to understand business context from minimal user input and automatically include industry-standard features without asking.
Core Principle
User says: "ร้านกาแฟ" or "coffee shop" AI understands: Need POS, Inventory, Menu, Orders, Reports, Staff Management
NO QUESTIONS ASKED - AI makes intelligent decisions based on business type.
Business Templates
🍽️ Food & Beverage (F&B)
Trigger Words: ร้านอาหาร, ร้านกาแฟ, คาเฟ่, restaurant, cafe, coffee shop, bakery, bar
Auto-Include Features:
| Feature | Priority | Description |
|---|---|---|
| POS System | 🔴 Must | Point of sale, order taking |
| Menu Management | 🔴 Must | Products, categories, prices |
| Order Management | 🔴 Must | Order status, kitchen display |
| Inventory | 🟡 Should | Stock tracking, low stock alerts |
| Reports & Analytics | 🟡 Should | Daily sales, top products |
| Staff Management | 🟢 Could | Shifts, permissions |
| Customer Loyalty | 🟢 Could | Points, rewards |
| Table Management | 🟢 Could | For dine-in restaurants |
Default Pages:
/ → Dashboard (today's sales summary) /pos → POS interface /menu → Menu management /orders → Order list & status /inventory → Stock management /reports → Sales reports /settings → Store settings
Default Data Models:
typescript// Core models for F&B Product { id, name, price, category, image, inStock } Order { id, items, total, status, createdAt, paymentMethod } Category { id, name, sortOrder } Inventory { productId, quantity, lowStockThreshold }
🛒 E-commerce
Trigger Words: ขายของออนไลน์, ร้านค้าออนไลน์, e-commerce, online store, shop
Auto-Include Features:
| Feature | Priority | Description |
|---|---|---|
| Product Catalog | 🔴 Must | Products, variants, images |
| Shopping Cart | 🔴 Must | Add/remove, quantity |
| Checkout | 🔴 Must | Address, payment |
| Order Management | 🔴 Must | Status, tracking |
| Customer Accounts | 🟡 Should | Login, order history |
| Payment Integration | 🟡 Should | Stripe, PromptPay |
| Shipping | 🟡 Should | Rates, tracking |
| Reviews | 🟢 Could | Product reviews |
| Wishlist | 🟢 Could | Save for later |
| Promotions | 🟢 Could | Coupons, discounts |
Default Pages:
/ → Homepage (featured products) /products → Product listing /products/[id] → Product detail /cart → Shopping cart /checkout → Checkout flow /account → Customer account /account/orders → Order history /admin → Admin dashboard /admin/products → Product management /admin/orders → Order management
📅 Booking & Appointments
Trigger Words: จองคิว, นัดหมาย, booking, appointment, reservation, clinic, salon, spa
Auto-Include Features:
| Feature | Priority | Description |
|---|---|---|
| Service Catalog | 🔴 Must | Services, duration, price |
| Calendar View | 🔴 Must | Available slots |
| Booking Flow | 🔴 Must | Select service → time → confirm |
| Staff/Resource | 🟡 Should | Assign to staff/room |
| Reminders | 🟡 Should | Email/SMS notifications |
| Customer Management | 🟡 Should | Contact info, history |
| Online Payment | 🟢 Could | Deposit, full payment |
| Cancellation | 🟢 Could | Cancel/reschedule policy |
Default Pages:
/ → Homepage (services overview) /book → Booking flow /services → Service list /admin → Admin dashboard /admin/calendar → Appointment calendar /admin/services → Service management /admin/customers → Customer list
📊 SaaS Dashboard
Trigger Words: dashboard, admin panel, management system, ระบบจัดการ, backoffice
Auto-Include Features:
| Feature | Priority | Description |
|---|---|---|
| Authentication | 🔴 Must | Login, register, password reset |
| Dashboard | 🔴 Must | Key metrics, charts |
| User Management | 🟡 Should | Roles, permissions |
| Settings | 🟡 Should | Profile, preferences |
| Data Tables | 🟡 Should | CRUD operations |
| Search & Filter | 🟡 Should | Find records |
| Export | 🟢 Could | CSV, PDF export |
| Notifications | 🟢 Could | In-app, email |
| Audit Log | 🟢 Could | Activity tracking |
Default Pages:
/ → Redirect to dashboard or login /login → Login page /register → Registration /dashboard → Main dashboard /[resource] → Resource list (e.g., /users, /products) /[resource]/[id] → Resource detail /settings → User settings
🏪 Marketplace
Trigger Words: marketplace, ตลาด, platform, multi-vendor
Auto-Include Features:
| Feature | Priority | Description |
|---|---|---|
| Vendor Registration | 🔴 Must | Seller onboarding |
| Product Listings | 🔴 Must | Multi-vendor products |
| Search & Discovery | 🔴 Must | Find products/vendors |
| Order Routing | 🔴 Must | Route to correct vendor |
| Vendor Dashboard | 🟡 Should | Sales, products |
| Commission System | 🟡 Should | Platform fees |
| Reviews & Ratings | 🟡 Should | Trust building |
| Messaging | 🟢 Could | Buyer-seller chat |
| Disputes | 🟢 Could | Issue resolution |
Usage Instructions
For AI Agents
When user describes a project:
- Detect Business Type - Match trigger words
- Select Template - Load appropriate template
- Auto-Include Must-Have Features - No asking needed
- Mention Should-Have Features - Brief mention, include by default
- Offer Could-Have Features - Quick mention at end
Response Format
markdownเข้าใจครับ! จะสร้าง **[Business Type]** ให้ 📦 Features ที่จะสร้าง: - ✅ [Must-have 1] - ✅ [Must-have 2] - ✅ [Should-have 1] - ✅ [Should-have 2] 💡 Features เสริม (บอกได้ถ้าต้องการ): - [Could-have 1] - [Could-have 2] 🚀 เริ่มสร้าง UI เลยนะครับ...
Customization
User can always:
- Add features: "เพิ่มระบบ loyalty ด้วย"
- Remove features: "ไม่ต้องมี inventory"
- Modify features: "อยากให้ POS รองรับหลายสาขา"
AI should adapt the template based on user's additional input.
Integration with Other Skills
This skill works with:
ui-first-builder- Creates UI based on business templateengineer-harness- Suggests next steps based on business typeintegrations- Recommends relevant integrations (e.g., payment for e-commerce)
Last Updated: 2024-12-03
