AI-driven e-commerce listing optimization: auto-diagnose product images, rewrite titles for max conversion, design 5-6 image carousels with intelligent style matching (glassmorphism / isometric 3D / soft 3D / cinematic / cyberpunk / Japanese hand-drawn / more), detect watermarks, and generate ready-to-use listing assets.
AI 驱动的跨境电商图片与标题智能优化系统：自动诊断商品图片、重写爆款标题、智能匹配合适的轮播图设计风格（玻璃拟态/等距3D/软3D/拟真摄影/赛博霓虹/日式手绘/复古/自然/更多）、检测水印、生成可上架素材。
- 🧠 Smart Product Recognition — Auto-identifies product subject from uploaded images; asks for confirmation when uncertain
- 🌐 Cross-Border Mode — Strictly no Chinese, no faces, no pricing text. Promotional cues conveyed through emotional metaphor (gift wrap, ribbon, scene atmosphere)
- 🏷️ Title Optimization Formula —
[Emotional hook] + [Core material/feature] + [Category keyword] + [Specs] + [Use case] + [Trust signal]— embeds 5-7 search keywords - 🎨 Intelligent Style Matching — Analyzes product category/material and automatically selects best design style from 8 curated styles, with decision tree and checklist
- 🖼️ 6-Image Carousel Narrative — Hero → Size → Material → Features → Use Cases → Gift/Heritage
- 💧 Auto Watermark Detection & Removal — Supports AI watermark (reverse alpha blending) and traditional watermark (LaMa inpainting)
- ✅ Built-in Self-Check — Validates spelling, style consistency, logical accuracy, compliance verification
- 🧠 智能主体识别 — 上传商品图即自动分析，不确定时主动询问确认
- 🌐 跨境/国内双模式 — 跨境严限中文/人脸/促销字眼；国内模式自由使用
- 🏷️ 标题优化公式 — 情感钩子 + 材质 + 品类词 + 规格 + 场景 + 信任锚点
- 🎨 智能风格匹配系统 — 根据品类自动从8种流行设计风格中匹配最佳方案（不再硬套单一风格）
- 🖼️ 6图叙事结构 — 主图→规格→材质→卖点→场景→情感
- 💧 自动水印检测 — 支持AI水印和传统水印去除方案
- ✅ 自检+迭代 — 自动检查文字/风格/逻辑/合规，最多3轮微调
Not a one-size-fits-all approach. The system selects the optimal style based on product category:
| 品类 | 推荐风格 | 说明 |
|---|---|---|
| Musical instruments, natural materials | Glassmorphism + Isometric 3D | Frosted glass panels, warm wood tones |
| Electronics, gadgets | Minimalist Clean | White bg, sharp product silhouette |
| Gaming, RGB peripherals | Cyberpunk / Futuristic Tech | Neon gradients, glowing edges |
| Food, wine, luxury beauty | Cinematic / Editorial | Film-grain, dramatic rim lighting |
| Traditional crafts, tea, stationery | Japanese Hand-Drawn | Watercolor, washi paper texture |
| Kids toys, pets, organic | Soft 3D Clay | Pastel palette, playful rounded shapes |
| Vinyl, vintage, retro | Vintage / Retro | Desaturated, halftone dots, aged paper |
| Skincare, essential oils, tea | Nature / Botanical | Green accents, organic shapes |
Full 8-style catalog with color palettes, fonts, reference cases →
references/carousel-design-spec.md
# Via skill-installer
codex skills install ecom-listing-pro- Upload product images (at least 1, more = better diagnosis)
- Provide title (optional — helps with analysis)
- System auto-completes: subject recognition → mode detection → market research → image diagnosis → watermark handling
- Confirm product subject if uncertain
- Receive results: optimized title + 6-image carousel prompts + optional image generation
ecom-listing-pro/
├── SKILL.md # Main skill file (core workflow + design system)
├── README.md # This file
├── agents/
│ └── openai.yaml # UI metadata
├── references/
│ ├── amazon-listing-best-practices.md # Amazon listing methodology
│ ├── carousel-design-spec.md # Design spec v2 (8-style catalog + category mapper)
│ └── prompt-templates.md # Prompt templates + style anchors
└── scripts/ # Utility scripts (WIP)
- gpt-image2-ecommerce (229⭐) — GPT-Image-2 电商素材生成
- Ozon-Profit-Skills (12⭐) — 跨境电商自动化
- gemini-watermark-remover (4.9k⭐) — AI水印去除
codex-skill ecommerce cross-border-ecommerce 跨境电商 product-listing image-optimization title-optimization amazon-listing shopify carousel-design glassmorphism isometric-3d ai-agent watermark-removal product-photography a9-algorithm seo ecommerce-automation dropshipping
MIT — Made for Codex. 让每一个商品 listing 都成为爆款。
GitHub 🌟 Welcome! / 欢迎 Star！