GPT Image 2 Style Library
Turn a rough image idea into a production-ready GPT Image 2 prompt.
Part of awesome-gpt-image-2 by @freestylefly ↗GPT Image 2 Style Library gives Claude a catalog of proven image templates — product shots, posters, UI screens, infographics, brand visuals, characters and more — with style tags, scene tags and pitfalls for each. Describe what you want and it picks the best-fitting template and writes a copyable prompt with layout, style, text, aspect ratio and constraints. It writes the prompt; you run it in ChatGPT or any tool that uses GPT Image 2.
What it does
- Matches your request to a template category, visual style and scene from the library.
- Offers 2–3 options with short reasons when more than one template fits.
- Builds the prompt in blocks: subject, composition, style and materials, text, aspect ratio, constraints.
- Answers in your language (English or Chinese examples in the library).
When it kicks in
Choose GPT-Image2 / gpt-image-2 visual styles and industrial prompt templates from the awesome-gpt-image-2 style library. Use when an agent needs to create, rewrite, classify, or improve image-generation prompts with repository-backed templates, categories, style tags, scene tags, pitfalls, and example cases.
Works with
- Your image idea
- Brand or product details
- Text that must appear
Topics the skill covers
- Example Output
- Workflow
- Output Defaults
- Maintenance
What's inside the download
- SKILL.md — the prompt-building workflow.
- references/style-library.md — the templates, style tags, scene tags and example cases.
- assets/ — one example output image.
- LICENSE — MIT.
5 files in the .zip:
- Skill InstructionsSKILL.md2.4 KB
- LicenseLICENSE1 KB
- OpenAIagents/openai.yaml211 B
- City Life System Mapassets/city-life-system-map.png1.9 MB
- Style Libraryreferences/style-library.md25.7 KB
How to install (2 minutes)
Same download for Claude Code, Claude app, Codex — follow the step for the tool you use.
- 1Download the .zip and unzip it — you’ll get a folder called gpt-image-2-style-library.
- 2In the Claude app: open Settings → Capabilities → Skills, choose Add / Upload, and select the folder (or the .zip).
- 3In Claude Code: drop the folder into your project’s .claude/skills/ directory, then type /skills to confirm it loaded.
- 4In Codex: drop the folder into ~/.agents/skills/ (or your project’s .agents/skills/), then type /skills — or call it directly with $gpt-image-2-style-library.
- 5Then ask for an image prompt — for example “use the GPT Image 2 style library to write a poster prompt for my workshop” — and paste the result into your image tool.
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