MCPInstall

gpt-image-2-style-library

by freestyleflyMedia & Creative

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.

Installs
4K
Last 24h
+8
Trending rank
#9768
Security
Pass

Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/freestylefly/awesome-gpt-image-2 --skill gpt-image-2-style-library
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads gpt-image-2-style-library automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

Security audits

Independent scans of the skill's instructions and bundled files.

Gen Agent Trust Hub PassSAFE ·The skill provides a library of templates and visual styles for image generation. It includes a standard utility script for local installation to agent platforms and contains no malicious code or patterns.
Socket PassNo alerts
Snyk PassLOW ·Risk: LOW · No issues

SKILL.md

The instructions your agent reads when the skill is triggered.

GPT-Image2 Style Library

Use this skill to turn a user's image-generation intent into a production-ready GPT-Image2 prompt using the awesome-gpt-image-2 style library.

Example Output

Example request: 用 gpt-image-2-style-library 技能生成城市生命系统图谱

Reference

  • Read references/style-library.md before choosing a template or style.
  • The reference is generated from data/style-library.json in the repository.
  • Prefer the reference over memory when template names, categories, covers, or style tags matter.

Workflow

  1. Detect the user's language and answer in that language.
  2. Identify the user's target output: product, poster, UI, infographic, brand, photo, illustration, character, scene, history, document, or special task.
  3. Match the request in this order: template category, visual style tag, scene tag, then nearest example cases.
  4. If one template is clearly strongest, use it directly. If several are plausible, present 2-3 options with short reasons and ask the user to choose.
  5. Build the final prompt with these blocks:
    • subject and task
    • composition and layout
    • visual style and materials
    • text and label requirements
    • aspect ratio and output format
    • constraints and negative details
  6. Include the selected template name and any useful example case IDs.

Output Defaults

  • Provide a copyable prompt first.
  • Keep constraints concrete: exact text, aspect ratio, readable labels, layout hierarchy, and avoided artifacts.
  • For Chinese requests, write the final prompt in Chinese unless the user asks for English.
  • For English requests, write the final prompt in English unless the user asks for Chinese.
  • When the user asks for multiple concepts, reuse one template and vary subject, composition, palette, and scene.

Maintenance

When the source repository changes, run:

npm run generate:style-skill

To install the skill into the local Codex skill folder, run:

npm run install:skill

FAQ

What does the gpt-image-2-style-library skill do?

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.

How do I install gpt-image-2-style-library?

Run npx skills add https://github.com/freestylefly/awesome-gpt-image-2 --skill gpt-image-2-style-library in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/gpt-image-2-style-library/ (personal) or .claude/skills/gpt-image-2-style-library/ (project).

Which AI agents can use gpt-image-2-style-library?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is gpt-image-2-style-library safe to install?

Security partners have reviewed it: Gen Agent Trust Hub passed; Socket passed; Snyk passed. As with any skill, read the SKILL.md and bundled scripts before installing.

Who maintains gpt-image-2-style-library?

It is published by freestylefly in freestylefly/awesome-gpt-image-2. It has 4,038 recorded installs.

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