Analysis updated 2026-05-18
Generate polished e-commerce or fashion product images by filling in a prompt template.
Create Xiaohongshu cover images or advertising posters using ready-made prompt starting points.
Build a tool or workflow that pulls structured prompt data from the JSON files.
Preserve details from a reference photo by combining it with one of these prompt templates.
| aitools101/ai-image-prompt-cookbook | aaronz345/athena-personal-academic-page | abolix/xplex | |
|---|---|---|---|
| Stars | 20 | 20 | 20 |
| Language | — | JavaScript | Go |
| Setup difficulty | easy | moderate | hard |
| Complexity | 1/5 | 2/5 | 3/5 |
| Audience | designer | researcher | ops devops |
Figures from each repo's GitHub metadata at analysis time.
AI Image Prompt Cookbook is a curated collection of Chinese-language text prompts designed for AI image generation tools. A prompt in this context is a detailed text description you give to an AI image generator (like GPT-Image or similar tools) to tell it what kind of picture to create. The cookbook organizes these prompts by use case, covering women's fashion (40 prompts), children's clothing (34 prompts), e-commerce product hero images (10 prompts), product photography (10 prompts), Xiaohongshu (a Chinese social platform similar to Instagram) cover images (10 prompts), and advertising poster designs (10 prompts). Each prompt is a template with placeholder variables in brackets, you copy the template, swap in your specific product, color, scene, or title, and feed it to an image generator. If you need the AI to preserve specific details from a reference photo (like a particular garment or packaging), the instructions say to upload a reference image alongside the prompt. The prompts are stored in structured JSON files for machine-readable use, making the library easy to integrate into tools or workflows. You would use this if you are a Chinese-speaking seller, marketer, or designer who wants to generate polished e-commerce or fashion imagery with AI and needs well-crafted starting points rather than writing prompts from scratch. The project is language-agnostic in terms of code, there is no programming required, and the prompts are licensed under Creative Commons CC BY 4.0, meaning you can use them freely with attribution.
A curated library of Chinese-language AI image generation prompt templates for fashion, e-commerce, and advertising photos.
Setup difficulty is rated easy, with roughly 5min to a first successful run.
Mainly designer.
This repo across BitVibe Labs
Verify against the repo before relying on details.