GPT-Image2 Style Library

SkillMedia

Lets your agent build image-generation prompts by picking matching styles and templates from a style library.

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the GPT-Image2 Style Library skill

About this skill

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 exam

What this skill tells your AI

The instructions your AI receives, as published by freestylefly/awesome-gpt-image-2 in agents/skills/gpt-image-2-style-library/SKILL.md and read by ahel’s review.

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

Signals

GitHub stars
34k
Forks
3k
Last commit
Sep 2026
Advanced
Item type
skill
Key
awesome-gpt-image-2-gpt-image-2-style-library
Source
github.com/freestylefly/awesome-gpt-image-2