服装大类的taxonomy

### A. Product Classification

| 一级层级                      | 中文列名 | English Column Name |
| ------------------------- | ---- | ------------------- |
| A. Product Classification | 品类   | Product Type        |
| A. Product Classification | 目标性别 | Target Gender       |
| A. Product Classification | 年龄段  | Age Group           |
| A. Product Classification | 适用季节 | Season              |

### B. Garment Design

| 一级层级              | 中文列名 | English Column Name |
| ----------------- | ---- | ------------------- |
| B. Garment Design | 版型   | Fit                 |
| B. Garment Design | 廓形   | Silhouette          |
| B. Garment Design | 领型   | Neckline            |
| B. Garment Design | 袖型   | Sleeve Style        |
| B. Garment Design | 肩带设计 | Strap Type          |
| B. Garment Design | 腰型   | Rise / Waistline    |
| B. Garment Design | 裤型   | Leg Shape           |
| B. Garment Design | 裙型   | Skirt Shape         |
| B. Garment Design | 长度   | Length Type         |
| B. Garment Design | 闭合方式 | Closure Type        |
| B. Garment Design | 设计细节 | Design Details      |

### C. Material & Performance

| 一级层级                      | 中文列名        | English Column Name  |
| ------------------------- | ----------- | -------------------- |
| C. Material & Performance | 面料          | Fabric               |
| C. Material & Performance | 成分          | Material Composition |
| C. Material & Performance | 面料特性        | Fabric Properties    |
| C. Material & Performance | 服装特征 / 功能细节 | Clothing Features    |
| C. Material & Performance | 功能          | Functional Benefits  |

### D. Merchandising Attributes

| 一级层级                        | 中文列名    | English Column Name |
| --------------------------- | ------- | ------------------- |
| D. Merchandising Attributes | 主颜色     | Color               |
| D. Merchandising Attributes | 色系      | Color Family        |
| D. Merchandising Attributes | 印花 / 图案 | Print / Pattern     |
| D. Merchandising Attributes | 适用场景    | Occasion / End Use  |
| D. Merchandising Attributes | 风格      | Style Aesthetic     |



根据这个产生
enriched_taxonomy_attributes

```python
Product Type
Target Gender
Age Group
Season
Fit
Silhouette
Neckline
Sleeve Length Type
Sleeve Style
Strap Type
Rise / Waistline
Leg Shape
Skirt Shape
Length Type
Closure Type
Design Details
Fabric
Material Composition
Fabric Properties
Clothing Features
Functional Benefits
Color
Color Family
Print / Pattern
Occasion / End Use
Style Aesthetic
```

提示词：

```python
SHARED_ANALYSIS_INSTRUCTION = """
Analyze each input product text and fill the columns below using an apparel attribute taxonomy.

Output columns:
1. Product Type: concise ecommerce apparel category label, not a full marketing title
2. Target Gender: intended gender only if clearly implied
3. Age Group: only if clearly implied, e.g. adults, kids, teens, toddlers, babies
4. Season: season(s) or all-season suitability only if supported
5. Fit: body closeness, e.g. slim, regular, relaxed, oversized, fitted
6. Silhouette: overall garment shape, e.g. straight, A-line, boxy, tapered, bodycon, wide-leg
7. Neckline: neckline type when applicable, e.g. crew neck, V-neck, hooded, collared, square neck
8. Sleeve Length Type: sleeve length only, e.g. sleeveless, short sleeve, long sleeve, three-quarter sleeve
9. Sleeve Style: sleeve design only, e.g. puff sleeve, raglan sleeve, batwing sleeve, bell sleeve
10. Strap Type: strap design when applicable, e.g. spaghetti strap, wide strap, halter strap, adjustable strap
11. Rise / Waistline: waist placement when applicable, e.g. high rise, mid rise, low rise, empire waist
12. Leg Shape: for bottoms only, e.g. straight leg, wide leg, flare leg, tapered leg, skinny leg
13. Skirt Shape: for skirts only, e.g. A-line, pleated, pencil, mermaid
14. Length Type: design length only, not size, e.g. cropped, regular, longline, mini, midi, maxi, ankle length, full length
15. Closure Type: fastening method when applicable, e.g. zipper, button, drawstring, elastic waist, hook-and-loop
16. Design Details: construction or visual details, e.g. ruched, ruffled, pleated, cut-out, layered, distressed, split hem
17. Fabric: fabric type only, e.g. denim, knit, chiffon, jersey, fleece, cotton twill
18. Material Composition: fiber content or blend only if stated, e.g. cotton, polyester, spandex, linen blend, 95% cotton 5% elastane
19. Fabric Properties: inherent fabric traits, e.g. stretch, breathable, lightweight, soft-touch, water-resistant
20. Clothing Features: product features, e.g. lined, reversible, hooded, packable, padded, pocketed
21. Functional Benefits: wearer benefits, e.g. moisture-wicking, thermal insulation, UV protection, easy care, supportive compression
22. Color: specific color name when available
23. Color Family: normalized broad retail color group, e.g. black, white, blue, green, red, pink, beige, brown, gray
24. Print / Pattern: surface pattern when applicable, e.g. solid, striped, plaid, floral, graphic, animal print
25. Occasion / End Use: likely use occasion only if supported, e.g. office, casual wear, streetwear, lounge, workout, outdoor
26. Style Aesthetic: overall style only if supported, e.g. minimalist, streetwear, athleisure, smart casual, romantic, playful

Rules:
- Keep the same row order and row count as input.
- Infer only from the provided product text.
- Leave blank if not applicable or not reasonably supported.
- Use concise, standardized English ecommerce wording.
- Do not combine different attribute dimensions in one field.
- If multiple values are needed, use the delimiter required by the localization setting.

Input product list:
"""
```