GStars
    freestylefly

    freestylefly/awesome-gpt-image-2

    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。

    ai
    llm
    agents
    ai-image-generation
    chatgpt
    dsh-plugin
    gpt-image-2
    JavaScript
    MIT
    35.5K stars
    3.4K forks
    35.5K GitHub watchers
    Updated Nov 6, 2026
    View on GitHub

    Build with Backblaze B2

    SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.

    Explore Backblaze Labs

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    The project lists 4 contributors on GitHub.

    Peaked at #4 in the weekly ranking the week of Aug 30, its best in the past year.

    Use Cases & Benefits

    • Provides a comprehensive library of 530+ GPT Image 2 prompts, 20+ industrial templates, and reusable skills for structured AI image generation workflows.
    • Enables stable, controllable, and reusable prompt-as-code assets that improve automation, batch generation, and production workflow efficiency.
    • Use for developing AI-driven image generation pipelines that require structured, composable prompt templates for diverse visual styles and scenarios.
    • Use for integrating GPT-Image2 style libraries and prompt templates into agent workflows and automation tools like Claude Code or Codex.
    • Use for exploring and reverse-engineering industrial-grade prompt cases across UI, infographics, branding, photography, and storytelling domains.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    MIT

    Permissive: commercial use, modification and redistribution are allowed with attribution.

    Community files

    • README: present

    Watch-outs

    • No GitHub releases; pin a commit or tag instead of a release.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    Prompt as Code | GPT-Image2 Industrial Prompt Engine & Template Library, 400+ Reverse-Engineered Cases, 20+ Industrial Templates

    Updated irregularly with new workflows. Stars are welcome. This project is sponsored by Ciyuan API, an AI aggregation platform for cost-effective GPT Image 2 access.

    Use the live site at gpt-image2.canghe.ai to browse the gallery as a product experience: open large previews, copy full prompts, filter by style or scenario, test generation after Google sign-in, and jump back to the source case on GitHub.

    Search 苍何 on WeChat or scan the QR card below. To join the GPT-Image2 community group, follow the account and reply with gpt-image-2交流群.

    Excerpt from the freestylefly/awesome-gpt-image-2 README on GitHub (MIT license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Aug 9: +34Aug 10: +91Aug 11: +88Aug 12: +52Aug 13: +43Aug 14: +20Aug 15: +3Aug 16: +396Aug 17: +407Aug 18: +235Aug 19: +94Aug 20: +79Aug 27: +1,806Aug 28: +1,267Aug 29: +795Aug 30: +591Aug 31: +728Sep 1: +602Sep 2: +411Sep 3: +394Sep 4: +292Sep 5: +140Sep 6: +140Sep 7: +190Sep 8: +720Sep 9: +722Sep 10: +841Sep 11: +560Sep 12: +166Sep 13: +149Sep 14: +217Sep 15: +223Sep 16: +174Sep 17: +207Sep 18: +204Sep 19: +141Sep 20: +185Sep 21: +160Sep 22: +118Sep 23: +119Sep 24: +98Sep 25: +35Sep 26: +17Oct 11: +10

    +25,592 stars over 90 days across 49 snapshot days; best day +1,806 on Aug 27.

    Forks

    3.4K+2.2K

    Open issues

    32+24

    Compared with peers in AI

    Fastest-growing repositories GStars tracks in this cohort for the week of Nov 8, by 7-day star growth

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