GPT Image 2 Prompt Gallery + Agentic Skill + CLI
OpenAI GPT Image 2 prompt gallery, image prompt library, agentic skill, and CLI — curated, copy-paste prompts and runnable examples for skill-capable agents.
English · 中文
✨ At a glance
| Item | Value |
|---|
| Gallery size | 162 prompts / 162 image assets · README shows a selected showcase |
| Surfaces | Agentic Skill + CLI — Claude Code / Codex, OpenClaw, Hermes Agent and other skill-capable agent runtimes |
| Last update | 2026-04-25 |
| Docs | English + 中文 |
🔎 What this repo is for
Use this repo as a GPT Image 2 prompt gallery, image prompt library, example of generation showcase, Codex / Claude Code agent skill, and gpt-image-2 CLI. It includes reusable AI image prompts for research paper figures, posters, UI mockups, game HUDs, anime / manga, photography, typography, maps, tattoo design, and reference-image editing workflows.
Contributions are welcome — see CONTRIBUTING.md, CODE_OF_CONDUCT.md, and SECURITY.md.
📥 Install
Claude Code
/plugin marketplace add wuyoscar/gpt_image_2_skill
/plugin install gpt-image@wuyoscar-skills
Codex
Codex ships with built-in skill helpers such as $skill-installer and $skill-creator.
Open Codex and ask the built-in installer to install this GitHub skill folder:
$skill-installer install https://github.com/wuyoscar/gpt_image_2_skill/tree/main/skills/gpt-image
Codex will download the GitHub folder and place it under your Codex skills directory, usually:
~/.codex/skills/gpt-image
Restart Codex after installation so the new $gpt-image skill is loaded.
If you prefer to install it manually, copy the skill folder into Codex's skills directory:
git clone https://github.com/wuyoscar/gpt_image_2_skill.git
cd gpt_image_2_skill
mkdir -p "${CODEX_HOME:-$HOME/.codex}/skills"
cp -R skills/gpt-image "${CODEX_HOME:-$HOME/.codex}/skills/"
Manual agent-skill install
Set AGENT_SKILLS_DIR to the skills directory used by your agent runtime, then symlink this repo's skill folder into it.
git clone https://github.com/wuyoscar/gpt_image_2_skill.git
cd gpt_image_2_skill
# Choose the skill directory for your runtime.
# Examples:
# Codex: ~/.codex/skills
# Claude Code / OpenClaw / Hermes Agent / other runtimes: use that runtime's documented skills directory.
export AGENT_SKILLS_DIR="/path/to/your/agent/skills"
mkdir -p "$AGENT_SKILLS_DIR"
ln -s "$PWD/skills/gpt-image" "$AGENT_SKILLS_DIR/gpt-image"
CLI
uvx --from git+https://github.com/wuyoscar/gpt_image_2_skill gpt-image -p "a cat astronaut"
# or install to PATH
uv tool install git+https://github.com/wuyoscar/gpt_image_2_skill
gpt-image -p "a cat astronaut"
Update
# plugin: use Claude Code's update flow
# codex skill: rerun the installer
# manual git clone
cd gpt_image_2_skill && git pull
# CLI
uv tool upgrade gpt-image-cli
Reads OPENAI_API_KEY from the environment or ~/.env.
⚡ Quick Usage & Prompting Fundamentals
CLI quick usage
After install, every gallery entry below can be copy-pasted as gpt-image -p "…" or requested from any skill-capable agent runtime in natural language, e.g. "generate the Boston Spring poster from the skill gallery".
Text → image