Prompt Engineering Playbook

AWESOME
GPT-IMAGE-2

English Prompt Guide

A continuously updated English resource for GPT-Image-2 prompt frameworks, reusable templates, practical workflows, and public case-study references.

Start Reading View GitHub 中文站

Ways to Use GPT-Image-2

A few common entry points:

Quick Overview

Prompt Framework

A practical structure for writing better prompts with clearer subject, style, technical detail, and output requirements.

Scenario Library

Useful starting points for ecommerce, branding, infographics, UI recreation, realistic photography, editing, and character work.

Practical Tips

Shortcuts for realism, text rendering, reference-based editing, and more stable commercial outputs.

Ongoing Updates

The Chinese site has the most complete case-study archive today, while this English section will keep expanding with new prompt pages and guides.

Case Notes

Open English README

Public article references

A compact English layer on top of a larger Chinese case-study archive

The Chinese site currently contains the full image-heavy breakdowns. This English page focuses on reusable workflows, prompt patterns, and a clean entry point for international visitors.

Main goal

Turn scattered GPT-Image-2 knowledge into a reusable English reference page.

Current scope

Prompt frameworks, practical scenarios, advanced tips, and links back to the full Chinese archive.

Update path

More English prompt pages, more case-study translations, and more search-friendly navigation.

Ecommerce #01

Commercial product visuals

GPT-Image-2 is especially strong when you need polished ecommerce covers, product retouching, marketplace images, and commercial layouts.

A good workflow is often: reference image -> first draft -> selective edit -> final commercial polish.
Branding #02

Brand systems and campaign assets

It can extend a single product or brand concept into multiple output formats while preserving visual identity.

Useful for posters, carousel covers, brand kits, campaign images, packaging, and launch visuals.
Info Design #03

Infographics and educational graphics

One of the most practical strengths is structured information design: titles, labels, modules, icons, and layout hierarchy.

Modular sections + rounded information boxes + clear heading hierarchy is a reliable starting pattern.
Editing #04

Reference-based editing

For many real workflows, editing from an uploaded image is more stable than prompting from scratch.

Best use cases include replacing text, adapting layouts, retouching products, and keeping character or pet identity consistent.

Where to go next

If you want the full image-wall style archive with article-by-article breakdowns, visit the Chinese version. If you want a cleaner English entry point, keep this page bookmarked as it grows.

Full English Guide

Open raw file
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FAQ

Will this stay in sync with the repo?

Yes. The page loads the English README from the same directory first, then falls back to GitHub raw if needed.

Is the Chinese site more complete right now?

Yes. The Chinese site currently has the most complete case-study archive and image-wall breakdowns.

What is this English section for?

It gives international visitors a cleaner entry point, reusable English prompts, and a lightweight guide to the broader project.

Useful Links

Recommended links around this project: