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ImgEdify/Awesome-GPT4o-Image-Prompts

A recipe book for GPT-4o’s image mode

This repo exists because prompt engineering for image models is mostly trial and error, and it skips straight to the copy-paste phase.

581 stars HTML Learning
Awesome-GPT4o-Image-Prompts
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What it does

This repository is a curated gallery of GPT-4o image generation prompts. Each entry bundles the full prompt text, a generated example image, and author attribution scraped from X and WeChat. Everything is packaged into a single Prompts.html file that acts as a browsable dictionary.

The interesting bit

The collection is aggressively practical: no theory, just working prompts with proven outputs. It mixes English and Chinese entries, reflecting where the actual GPT-4o prompt innovation is happening right now—mostly on social media rather than in research labs.

Key highlights

  • 76 prompts covering styles from 3D emoji to blueprint schematics to “fluffy logos”
  • Every entry includes the exact prompt text, a generated example image, and the original creator’s social handle
  • Bilingual content (English and Chinese) sourced from active community creators
  • Distributed as a single HTML file, making it browsable without a build step
  • MIT licensed, so you can reuse the prompts without legal hand-wringing

Caveats

  • Several prompt descriptions are truncated in the README, so you may need to open Prompts.html for the full text
  • Fundamentally a curated content list, not a tool or framework; expect copy-paste, not automation
  • Heavy reliance on externally hosted images (cdn.imgedify.com) means the gallery could degrade if those links rot

Verdict

Grab this if you generate images with GPT-4o and want to reverse-engineer working prompts by example. Skip it if you are looking for a programmatic API, prompt chaining logic, or original research—it is a dictionary, not a laboratory.

Frequently asked

What is ImgEdify/Awesome-GPT4o-Image-Prompts?
This repo exists because prompt engineering for image models is mostly trial and error, and it skips straight to the copy-paste phase.
Is Awesome-GPT4o-Image-Prompts open source?
Yes — ImgEdify/Awesome-GPT4o-Image-Prompts is open source, released under the MIT license.
What language is Awesome-GPT4o-Image-Prompts written in?
ImgEdify/Awesome-GPT4o-Image-Prompts is primarily written in HTML.
How popular is Awesome-GPT4o-Image-Prompts?
ImgEdify/Awesome-GPT4o-Image-Prompts has 581 stars on GitHub.
Where can I find Awesome-GPT4o-Image-Prompts?
ImgEdify/Awesome-GPT4o-Image-Prompts is on GitHub at https://github.com/ImgEdify/Awesome-GPT4o-Image-Prompts.

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