Cross-Border E-commerce Core Categories 大类

1. 3C

Phone accessories, computer peripherals, smart wearables, audio & video, smart home, gaming gear. 手机配件、电脑周边、智能穿戴、影音娱乐、智能家居、游戏设备。

2. Bags 包

Handbags, backpacks, wallets, luggage, crossbody bags, tote bags. 手提包、双肩包、钱包、行李箱、斜挎包、托特包。

3. Pet Supplies 宠物用品

Pet food, pet toys, pet care products, pet grooming, pet clothing, smart pet devices. 宠物食品、宠物玩具、宠物护理用品、宠物美容、宠物服装、智能宠物设备。

4. Electronics 电子产品

Consumer electronics, home appliances, digital devices, cables & chargers, batteries, electronic components. 消费电子产品、家用电器、数码设备、线材充电器、电池、电子元器件。

5. Clothing 服装

Women's wear, men's wear, kid's wear, underwear, outerwear, activewear. 女装、男装、童装、内衣、外套、运动服装。

6. Outdoor 户外用品

Camping gear, hiking equipment, fishing supplies, outdoor clothing, travel accessories, survival tools. 露营装备、徒步用品、渔具、户外服装、旅行配件、求生工具。

7. Home Appliances 家电/电器

Kitchen appliances, cleaning appliances, personal care appliances, heating & cooling, smart home devices. 厨房电器、清洁电器、个护电器、冷暖设备、智能家居设备。

8. Home & Living 家居

Furniture, home textiles, lighting, kitchenware, storage, home decor. 家具、家纺、灯具、厨具、收纳、家居装饰。

9. Wigs 假发

10. Beauty & Cosmetics 美容美妆

Skincare, makeup, nail care, beauty tools, hair care, fragrances. 护肤品、彩妆、美甲、美容工具、护发、香水。

11. Accessories 配饰

Jewelry, watches, belts, scarves, hats, sunglasses, hair accessories. 珠宝、手表、腰带、围巾、帽子、太阳镜、发饰。

12. Toys 玩具

Educational toys, plush toys, action figures, puzzles, outdoor toys, DIY toys. 益智玩具、毛绒玩具、可动人偶、拼图、户外玩具、DIY玩具。

13. Shoes 鞋子

Sneakers, boots, sandals, heels, flats, sports shoes. 运动鞋、靴子、凉鞋、高跟鞋、平底鞋、球鞋。

14. Sports 运动产品

Fitness equipment, sports gear, team sports, racquet sports, water sports, cycling. 健身器材、运动装备、团队运动、球拍运动、水上运动、骑行。

15. Others 其他

各个大类的taxonomy

1. Clothing & Apparel 服装

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

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：

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:
"""