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.

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.htmlfor 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.