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What is awesome-gpt-image-2?

youmind-openlab/awesome-gpt-image-2 — explained in plain English

Analysis updated 2026-06-26

5,644TypeScriptAudience · designerComplexity · 1/5LicenseSetup · easy

In one sentence

A community-curated library of 2,000+ tested prompts for OpenAI's image generation model, organized by use case and visual style, each showing a preview of the image it produces.

Mindmap

mindmap
  root((repo))
    Prompt categories
      By use case
      By visual style
      By subject
    Use cases
      Marketing images
      Social media
      Game assets
      Thumbnails
    Visual styles
      Watercolor
      Pixel art
      3D render
      Anime
    Access
      GitHub README
      Web gallery
      16 languages
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Code map

Detail Auto

An interactive map of this repo's files and how they connect — its source is parsed live in your browser. Click Visualize to build it.

filefunction / class

What do people build with it?

USE CASE 1

Browse ready-made prompts to generate product marketing images, YouTube thumbnails, or social media posts without writing a prompt from scratch.

USE CASE 2

Find a pixel art or watercolor style prompt and adapt it to your own subject with minimal editing.

USE CASE 3

Use the web gallery's search and category filters to quickly find prompts matching a specific visual style or subject.

USE CASE 4

Contribute a new tested prompt via pull request so other creators can benefit from your discoveries.

What is it built with?

TypeScript

How does it compare?

youmind-openlab/awesome-gpt-image-2dagrejs/dagrevas3k/taxhacker
Stars5,6445,6415,640
LanguageTypeScriptTypeScriptTypeScript
Setup difficultyeasyeasyeasy
Complexity1/52/52/5
Audiencedesignerdeveloperpm founder

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · easy Time to first run · 5min

Requires an OpenAI account with access to the GPT Image 2 model to generate images from the prompts.

Use freely for any purpose with credit to the original contributors under Creative Commons Attribution 4.0.

So what is it?

This repository is a large, community-curated library of text prompts for OpenAI's GPT Image 2 model, which is an AI system that generates images from written descriptions. If you tell the model what you want to see, it produces an image matching your description, and the quality of the description has a big effect on the quality of the result. This collection exists to save time by providing ready-made, tested prompts that other users have found effective. The library currently contains over 2,000 prompts and is updated daily. Each entry comes with a preview of the image it produces, so you can see what the output looks like before trying it. The prompts are organized by category across two dimensions: use case (such as product marketing images, YouTube thumbnails, social media posts, comic storyboards, and game assets) and visual style (such as watercolor, pixel art, 3D render, anime, oil painting, or cyberpunk). Subject categories cover portraits, food, architecture, landscapes, and more. The README itself is a long list of prompts with image previews, but the maintainers also run a separate web gallery on their site that displays the same content in a grid layout with full-text search, category filters, and a button to generate an image directly from a prompt without copying it manually. The GitHub repository is the source of truth, the website is a more convenient way to browse. The project is available in 16 languages, with separate README files for Chinese, Japanese, Korean, Spanish, German, French, and others. Contributions from the community are welcome via pull requests. The content is licensed under Creative Commons Attribution 4.0, meaning it can be reused freely with credit. The full README is longer than what was shown.

Copy-paste prompts

Prompt 1
I need a prompt from awesome-gpt-image-2 to generate a product marketing image in a 3D render style. How do I find and adapt one for my specific product?
Prompt 2
Show me how to use the category filters on the awesome-gpt-image-2 web gallery to find anime-style portrait prompts and generate one directly.
Prompt 3
I want to contribute a new prompt to awesome-gpt-image-2. What format should my pull request use and what information do I need to include?
Prompt 4
Give me 3 variations of a cyberpunk cityscape prompt from the collection that I can paste directly into GPT Image 2.
Prompt 5
I need a prompt for a comic storyboard panel with a watercolor look. Which category in awesome-gpt-image-2 should I look in and what does a typical prompt look like?

Frequently asked questions

What is awesome-gpt-image-2?

A community-curated library of 2,000+ tested prompts for OpenAI's image generation model, organized by use case and visual style, each showing a preview of the image it produces.

What language is awesome-gpt-image-2 written in?

Mainly TypeScript. The stack also includes TypeScript.

What license does awesome-gpt-image-2 use?

Use freely for any purpose with credit to the original contributors under Creative Commons Attribution 4.0.

How hard is awesome-gpt-image-2 to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is awesome-gpt-image-2 for?

Mainly designer.

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