awesome-gpt-image-2: Accelerate AI Image Prompts with 33k+ Stars
From the repo · “Prompt as Code | GPT Image 2 / 2.5 提示词与案例库，530+ 个案例、20+ 套工业级模板与可复用 Skills，新增 2.5 同提示词对比专区，附完整提示词与生成记录，持续更新。”
Automate repetitive work by using pre-made, high-quality prompt templates for AI image generation.
"A founder of an online store wants to automatically generate product images for new listings on Amazon. They can use this skill to create a workflow that uses GPT-Image2 to generate images after the listing goes live. They can then use another automation skill to publish the images to Amazon. After a week, they have 20 new product listings with custom images."
- •Automating image generation tasks with specific requirements
- •Creating complex workflows involving text-to-image synthesis
- •Reverse-engineering existing image generation cases for custom use
Use a template like 'product_image Generation' from the repository and modify it to generate images of a specific product, e.g., 'Generate an image of a sleek, modern watch'
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
A prompt/skill package — nothing to install beyond adding it to your AI tool.
mkdir -p ~/.claude/skills/awesome-gpt-image-2 && curl -fsSL https://workflowstacks.com/api/skills/awesome-gpt-image-2/claude-skill -o ~/.claude/skills/awesome-gpt-image-2/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
Awesome-gpt-image-2: Accelerate AI Image Prompts with 33k+ Stars is a medium JavaScript project (~12k lines across 64 code files). You install it into your AI tool with one command; there is nothing to run yourself. Last commit this month, MIT license, has a test suite.
- 1README.mdStart here — what it does and how to install it
- 2.env.exampleThe API keys and settings you must provide
- 3src/main.jsxInside src/ — the main logic begins here
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
A prompt/skill package — nothing to install beyond adding it to your AI tool.
mkdir -p ~/.claude/skills/awesome-gpt-image-2 && curl -fsSL https://workflowstacks.com/api/skills/awesome-gpt-image-2/claude-skill -o ~/.claude/skills/awesome-gpt-image-2/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
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Do this with a working workflow
Pages we wrote and tested that put a skill like this to work — importable n8n templates, outcome guides and Claude Desktop configs.
Automate your product descriptions with AI
You keep your products in a Google Sheet. The workflow reads each one, writes a benefit-led description in a consistent brand voice, and saves it back — for your whole catalog at once. You review and publish.
Free n8n templateAI Product Description Writer
Turn a Google Sheet of product names + features into polished, conversion-focused descriptions — in bulk.
Outcome guideWrite bulk product descriptions for your Shopify store
Export your products to a Google Sheet, run the workflow once, and it fills in a description for every product without one — in your chosen tone. Import the results back into Shopify.
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