🏢 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.

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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:

// 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 }

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🛒 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

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📅 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

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📊 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

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🏪 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

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Usage Instructions

For AI Agents

When user describes a project:

1. Detect Business Type - Match trigger words
2. Select Template - Load appropriate template
3. Auto-Include Must-Have Features - No asking needed
4. Mention Should-Have Features - Brief mention, include by default
5. Offer Could-Have Features - Quick mention at end

Response Format

เข้าใจครับ! 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...

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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.

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Integration with Other Skills

This skill works with:

• ui-first-builder - Creates UI based on business template
• engineer-harness - Suggests next steps based on business type
• integrations - Recommends relevant integrations (e.g., payment for e-commerce)

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Last Updated: 2024-12-03