A curated prompt library and Python CLI for generating and editing images through the OpenAI GPT Image 2 API. It bundles reusable prompts and an installable agent skill for tasks like UI mockups and game HUDs, requiring an OpenAI API key and remote inference.
Project overview
Combines a category-organized prompt gallery with a runnable command-line interface and an installable agent skill, enabling direct generation and editing workflows via the OpenAI GPT Image 2 API.
Project type
Image & Vision · Prompt Engineering
Use cases
Image Processing
Deployment
Refer to project documentation
License
MIT
Best for
Developers and creators looking for curated, copy-paste prompts and a runnable CLI for specific visual categories using OpenAI's GPT Image 2.
Key capabilities
Offers a curated collection of AI image prompts organized by categories including research paper figures, UI mockups, game HUDs, and anime.
An installable skill folder for agent runtimes including Claude Code, Codex, and OpenClaw, enabling them to leverage the gallery's prompts.
A Python CLI ('gpt-image') designed to interact with OpenAI's GPT Image 2 generation and editing endpoints.
Limitations and risks
Operation requires an OpenAI API key. Data boundary is external, and the workflow depends on a paid remote service for inference; local execution applies only to orchestration, not the inference itself.
Images produced by the tool may be misleading if used in academic contexts without verification.
Getting started
Setup is rated as easy because the project can be executed directly via uvx without a formal installation. The first success path is running: uvx --from git+https://github.com/wuyoscar/gpt_image_2_skill gpt-image -p "a cat astronaut".
Alternatives and comparisons
Provides one-click AI prompt optimization with multi-model integration and testing, rather than a static gallery for a specific image model.
A large library of over 14,000 curated prompts with preview images for Google's Nano Banana Pro model, instead of OpenAI's GPT Image 2.
Offers curated prompts and resources for advanced visual experiments with the Nano Banana Pro model.