Learn this Prompt: [Paste the complete Prompt]

Analyze and learn: A premium collector's edition book photographed with Phase One camera, featuring Italian calfskin binding...

Batch learn all Prompts

Learn all Prompts in extracted_modules.json

Only learn Prompts in the product field

Learn Prompt #1, #6, #14, #16 (Product Photography)

Learn this design system: [Paste the complete design system specifications]

Learn this workflow module: [Complete workflow content]

Input Prompt
  ↓
【Step 0: Type Identification】⭐ Newly Added
  - Determine if it is "image description type" or "design system type"
  - Design system features: Contains "design system", "style specifications", has hierarchical structure
  - Output: {"type": "prompt" | "design_system"}
  ↓
【Step 0.1: Module System Judgment】⭐ Key Enhancement
  - Detect keywords: 【Module】【System】【Workflow】【Framework】
  - YES → Module system mode (Need to save complete original content)
  - NO → Normal learning mode (Only extract elements)
  ↓
【Step 1: Domain Classification】domain_classifier.md
  - Identify main fields (product/design/art/video...)
  - Determine if it involves multiple fields
  - Output: {"primary": "product", "secondary": ["photography"]}
  ↓
【Step 2: Element Extraction】element_extractor.md
  - Extract corresponding elements according to the field
  - product → product_types, materials, photography_techniques
  - design → layouts, effects, typography
  - art → art_styles, special_effects
  - Output: List[{category, name, template, keywords}]
  ↓
【Step 3: Automatic Tagging】tagger.md
  - Generate tags based on keywords
  - Add domain tags and category tags
  - Cross-domain tag recognition (luxury, glass, dynamic...)
  - Output: List of tags
  ↓
【Step 4: Calculate Reusability】
  - reusability_score (1-10)
  - Based on: Universality, Clarity, Independence
  ↓
【Step 5: Update Database】library_updater.md
  - Check for existing elements (deduplication)
  - Generate element_id
  - Write to elements.db
  - Update tag_index
  ↓
【Step 5.1: If it is a Design System】⭐ Newly Added
  - Create template record at the same time
  - Write to design_templates table
  - Associate all extracted elements
  - Save complete information such as design concepts and usage guidelines
  ↓
【Step 5.2: If it is Module System Mode】⭐ Key Enhancement
  - Save complete original content to visual_reference field
  - Including: Complete workflow, all templates, configuration parameters, etc.
  - Purpose: Can be used directly without recombining elements
  ↓
【Step 6: Generate Report】
  - List of newly learned elements
  - Grouped by field and category
  - Recommended tags
  - Quality evaluation
  - (Design System) Additional template information display

# Universal Learner - Learning Report

**Learning Time**: 2026-01-01 18:30:00
**Source Prompt**: Prompt #1

## 🎯 Domain Identification

Primary Domain: **product** (Product Photography)
Secondary Domain: **common** (General Photography)

## 📦 Extracted Elements

### Product Types (product_types)

1. **collector_edition_book** - Collector's Edition Book
   - Template: premium collector's edition book, luxury binding, Italian calfskin cover
   - Keywords: collector's edition, premium book, luxury binding
   - Tags: product, book, luxury, collectible
   - Reusability: 7.5/10
   - element_id: product_product_types_001

### Material Textures (material_textures)

2. **glossy_reflective** - Glossy Reflective Material
   - Template: high-end glossy surface, reflective finish, metallic sheen
   - Keywords: glossy, reflective, shiny, polished
   - Tags: material, glossy, luxury, product
   - Reusability: 8.5/10
   - element_id: product_material_textures_002

### Photography Techniques (photography_techniques)

3. **macro_product_shot** - Product Macro Close-up
   - Template: Phase One medium format camera with 100mm macro lens, razor-sharp focus
   - Keywords: macro, close-up, detailed, high-resolution
   - Tags: photography, macro, product, technical
   - Reusability: 9.0/10
   - element_id: common_photography_techniques_032

## ✅ Added to Database

- 3 new elements have been written to elements.db
- Updated 12 tag indexes
- Product field: 60 → 63 elements
- Common field: 31 → 32 elements

## 💡 Quality Evaluation

- Extraction Completeness: 95%
- Tag Quality: Excellent
- Average Reusability Score: 8.3/10