content / skill

GPT-Image2 Prompt System

A GPT-Image2 prompt case gallery and template library, with an agent skill for choosing image styles, templates, categories and scene tags.

At a glance

Purpose
A GPT-Image2 prompt case gallery and template library, with an agent skill for choosing image styles, templates, categories and scene tags.
Runs in
Local agent with shell, Web service
Operating systems
Not stated
Needs
Runtime: Not stated; Needs internet: Yes; Needs accounts or API keys beyond your agent: Not stated
Files and data
Reads files: Not stated; Writes files: Yes; Sends data to other services: Yes
Tool type
Skill
Delivery
From GitHub
Version
Latest on the main branch
Access
Code on GitHub
Compatibility
According to the README: Claude Code, Codex, Cursor and other tools supported by the skills package. The README says the npm CLI's install all command writes the skill to local folders used by Codex and Claude Code. A Claude Code plugin marketplace entry is also offered.
External costs
The repository is MIT-licensed. The README describes APIMart generation, platform credits, membership plans, credit packs and a paid community, with website billing configured through Stripe and Alipay. The README identifies APIMart as a project sponsor and links to it through an affiliate registration link. The README also advertises sponsored API services with usage-based charges, subscriptions or paid storage. Your coding agent or model provider may charge for usage.
Permissions
The skill acts through your coding agent with the access you give it. The README shows a global skills installation and global npm package installations. The README says install all writes into ~/.codex/skills, ~/.claude/skills and ~/.agents/skills. The README describes website generation using a personal browser-only APIMart API key or signed-in access through Supabase and a server-side APIMart key. The README's website setup includes applying Supabase migrations, configuring authentication redirects and providers, installing server-side service and billing keys, configuring a Stripe webhook, and granting Google Analytics analytics.readonly access through an OAuth browser flow. The README says Supabase service-role and Stripe keys belong in server-side environment variables.
Usage terms
MIT License, as stated in the repository. See its LICENSE file for the exact terms. The README says third-party prompt and image copyright belongs to the original authors or platforms, and references source licences such as CC BY 4.0 and applicable platform rules. The README says to obtain authorization from the original rights holder before commercial use of third-party content.

Code on GitHub

freestylefly/awesome-gpt-image-2

MIT

JavaScript34,363 stars3,275 forksLast pushed 9 Oct 2026 UTC

Prompt as Code | GPT Image 2 / 2.5 提示词与案例库,530+ 个案例、20+ 套工业级模板与可复用 Skills,新增 2.5 同提示词对比专区,附完整提示词与生成记录,持续更新。

Topics: agents ai-image-generation chatgpt dsh-plugin gpt-image-2 image-prompts prompt-as-code prompt-engineering

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Skill folders in this repository (1)

Folders that contain a SKILL.md file, from GitHub's file list on .

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What it does

This repository is a GPT-Image2 prompt gallery and template library. The README describes organizing community examples into structured prompts for agents and automation workflows. The README presents case categories including UI and interfaces, posters and typography, products and e-commerce, and photography. The README points to docs/templates.md for template text and a pitfalls guide.

The README describes GPT-Image2 Style Library as an agent skill for choosing styles, templates, categories and scene tags from the website's data. The README gives the example request: Use gpt-image-2-style-library to create an infographic prompt about Codex.

The README describes a visual website for browsing cases, copying prompts and trying generation after Google sign-in. The README also describes a separate GPT Image 2.5 spotlight with shared-prompt comparisons and says it does not add live 2.5 image generation. The README's website setup covers authentication, credits and payments separately from skill installation.

Who it is for

People who write GPT-Image2 image prompts and use a coding agent such as Claude Code or Codex to pick styles and templates.

Example tasks

Use gpt-image-2-style-library to create an infographic prompt about Codex
Browse the case gallery by category to find a visual direction
Open a prompt template category to turn a visual direction into reusable structure
Install the style library skill for Claude Code and Codex with the npx skills add command
Compare GPT Image 2.5 results for a shared prompt in the spotlight

Getting started

The README gives several routes. One is npx skills add freestylefly/awesome-gpt-image-2 --skill gpt-image-2-style-library --agent claude-code codex --global --yes --copy. In Claude Code, run /plugin marketplace add freestylefly/awesome-gpt-image-2 and then /plugin install gpt-image-2-style-library@awesome-gpt-image-2. An npm package is also offered: npm install -g gpt-image-2-style-library, then gpt-image-2-style-library install all. Restart the agent session after installing. The README has the exact commands.

Limitations

The README offers skill installation through the skills command, a Claude Code plugin marketplace entry or an npm package, and says to restart the agent session afterward. The README names Claude Code, Codex and Cursor for the skills route. The README says the GPT Image 2.5 spotlight is separate and does not add live 2.5 image generation; the README labels original generation conditions and exact tool model IDs unverified and labels demonstration examples separately. The README says website generation uses a personal browser-only APIMart API key, or Supabase sign-in and platform credits when no personal key is supplied. The README lists Vercel, Supabase, Stripe and Google Analytics configuration for the website. The README describes third-party prompts and images as material for learning and research, and says to obtain rights-holder authorization before commercial use. The repository can change at any time; check its README before you install.

Data practices

For the skill itself, the README does not describe data handling. What is sent where depends on your coding agent and model provider. For the website, the README says generation can use a personal browser-only API key with APIMart. Without one, signed-in users go through Supabase Auth, platform credits and a server-side APIMart key. Its setup also adds a Google Analytics property for the website.

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