workflowstacks
automation

Automate with awesome-gpt-image-2

Get industrial-grade prompt templates for founders, with 7.7k+ GitHub stars, for workflow automation.
intermediate1-2 hours💵 Free
8,935 stars1,121 forksJavaScriptHealth Score 8/10Updated 7/22/2026100% free · open source
What it is

Automate repetitive work by using pre-made, high-quality prompt templates for AI image generation.

What you can make with it

Automations like: generating custom product images for an online store with AI after a new product listing goes live.

How it helps

This skill saves time and cost by providing industrial-grade prompt templates for AI image generation, allowing you to automate tasks that would otherwise be manual and time-consuming.

Real use case example

"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."

If you're new

When you're new to automation and want to get started with workflows that involve AI image generation.

If you're senior

When you're a senior engineer or developer looking for a reliable and efficient way to automate tasks that involve generating images with AI.

Common confusion cleared up

Some users might think this skill is only for experienced programmers, but it's designed to be accessible for developers and non-developers alike.

Best inside these AI tools
GPT (ChatGPT)Claude Desktop
Pairs with
Stripe webhookNotion databaseAmazon S3
Why we list it on WorkflowStacks: As a marketplace, we're including this skill because it offers high-quality, free, and open-source prompt templates for AI image generation, which can be a valuable resource for developers and entrepreneurs.
What it does

Awesome-gpt-image-2 provides industrial-grade prompt templates for workflow automation, allowing founders to leverage GPT-Image2 for various applications

Install / run
Clone the repository from https://github.com/freestylefly/awesome-gpt-image-2
When to use it
  • Automating image generation tasks with specific requirements
  • Creating complex workflows involving text-to-image synthesis
  • Reverse-engineering existing image generation cases for custom use
Quick start
  1. 1Explore the 20+ industrial-level templates provided in the repository
  2. 2Review the 470+ case studies and their corresponding prompt templates
  3. 3Modify the prompt templates to fit your specific use case, as shown in the README's Prompt as Code section
  4. 4Use the Skills section as a reference for creating custom prompts
  5. 5Test your custom prompts with the GPT-Image2 engine
Ready-to-paste prompt
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'
Heads up: Make sure you have a compatible JavaScript environment set up, as the repository is based on JavaScript, and some dependencies might require specific runtime versions
Saves to your device

Topics

agents
ai-image-generation
chatgpt
gpt-image-2
image-prompts
prompt-as-code
prompt-engineering
skills
workflow-automation
What's inside — free to inspect
No purchase needed

Read the entire source before you build — unlike paid marketplaces that hide it behind a buy button.

12
top-level files
9
folders
194.9M
source size
MIT
license
Key files
index.html
package.json
README.ja.md
README.md
README.zh-CN.md
vite.config.js
File tree
.claude-plugin/
.github/
agents/
api/
data/
docs/
scripts/
src/
supabase/
.env.example
.gitignore
.vercelignore
index.html
LICENSE
package-lock.json
package.json
README.ja.md
README.md
README.zh-CN.md
vercel.json
vite.config.js
Quick Actions
Details
Creator
freestylefly
Language
JavaScript
Category
automation
Published
4/25/2026

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