Home For You Tutorials Claw
🔍 v4 — AI-Powered Extraction

Harvester v4

AI-powered design system extraction based on Semi Design architecture. 120+ tokens, browser automation, component generation.

Browser Automation Multi-page Crawl 120+ Tokens

🎯 Mục tiêu

Transform from slow/legacy frontend code, no standard design system, hard to maintain — to standard Semi Design system, reusable component library, AI-powered code generation.

❌ Before

  • Slow/legacy frontend code
  • No standard design system
  • Hard to maintain

✅ After

  • Standard Semi Design system
  • Reusable component library
  • AI-powered code generation

✨ Features

🤖

Browser Automation

Tự động mở browser, thu thập dữ liệu từ bất kỳ website nào.

🧠

AI Visual Analysis

Phân tích màu sắc, layout, typography với AI.

🌐

Multi-page Crawl

Collect from multiple pages, merge design systems.

⚛️

Component Generation

Tự động tạo React/Vue/Semi components.

🚀 Quick Start

1. Cài đặt Dependencies

Bash
cd /Users/todyle/Library/Mobile\ Documents/com~apple~CloudDocs/Code/AgentSkills/ux-master

# Cài Playwright
pip install playwright
playwright install chromium

2. Quick Workflow

Bash
# Extract + Index + Generate
python3 scripts/harvester_cli.py quick https://example.com

3. Output

File Structure
output/
├── design-system.css      # CSS variables theo Semi Design
├── design-system.json     # Full design tokens
├── figma-tokens.json      # Figma Tokens Studio
└── components/            # Generated components
    ├── button/
    ├── card/
    └── input/

🏗️ Semi Design Architecture

Color System

/* Brand Colors */
--semi-color-primary
--semi-color-secondary
--semi-color-tertiary
/* Semantic Colors */
--semi-color-success
--semi-color-warning
--semi-color-danger
/* Background Scale */
--semi-color-bg-0 /* Page */
--semi-color-bg-1 /* Card */
--semi-color-bg-2 /* Sidebar */

Spacing System

--semi-spacing-none: 0
--semi-spacing-super-tight: 2px
--semi-spacing-extra-tight: 4px
--semi-spacing-tight: 8px
--semi-spacing-base-tight: 12px
--semi-spacing-base: 16px
--semi-spacing-loose: 24px
--semi-spacing-super-loose: 40px

📖 Sử dụng chi tiết

A. Browser Automation

Bash
# Single URL
python3 scripts/harvester_browser.py --url https://example.com

# With screenshots
python3 scripts/harvester_browser.py --url https://example.com --mobile

# Multi-page crawl
python3 scripts/harvester_browser.py --url https://example.com --crawl --max-pages 5

B. Design System Indexer

Bash
# Index single harvest
python3 scripts/design_system_indexer.py \
  --input harvest.json \
  --name "MyApp"

# Merge multiple
python3 scripts/design_system_indexer.py \
  --multi page1.json page2.json page3.json \
  --name "UnifiedSystem"

# With Figma tokens
python3 scripts/design_system_indexer.py \
  --input harvest.json \
  --figma

C. Component Generator

Bash
# Generate all
python3 scripts/component_generator.py \
  --input design-system.json \
  --all --output ./components

# Specific component
python3 scripts/component_generator.py \
  --input design-system.json \
  --component button

# Semi Design framework
python3 scripts/component_generator.py \
  --input design-system.json \
  --all --framework semi

📊 Enterprise Workflow

1

Phase 1: Extract (1-2 days)

python3 scripts/harvester_cli.py extract \
  --url https://myapp.com \
  --crawl --max-pages 20 \
  --output ./myapp-design-system
2

Phase 2: Index & Standardize (1 day)

python3 scripts/design_system_indexer.py \
  --multi ./myapp-design-system/*.json \
  --name "MyAppDesignSystem"
3

Phase 3: Component Library (2-3 days)

python3 scripts/component_generator.py \
  --input ./myapp-design-system/design-system.json \
  --all --framework react-tailwind \
  --output ./myapp-components
4

Phase 4: Integration (ongoing)

Sử dụng AI IDE/CLI + UX Master để code với design system mới.

🎨 Ví dụ: Chuyển đổi

Before (Legacy Code)

tsx
// ❌ Hardcoded, không consistent
<button className="px-4 py-2 bg-blue-500 text-white rounded">
  Save
</button>

<button className="px-3 py-1 bg-blue-400 text-white rounded-sm">
  Cancel
</button>

After (With Design System)

tsx
// ✅ Consistent, maintainable
<Button variant="primary" size="md">
  Save
</Button>

<Button variant="secondary" size="md">
  Cancel
</Button>

🔧 Bắt đầu với Harvester v4

Extract design system from any website in minutes.