Overview

GPT-Image2 Industrial Prompt Engine & Template Library: This comprehensive repository acts as a "Prompt as Code" solution for GPT-Image2, transforming scattered community examples into structured, reusable assets for AI image generation. It offers a vast collection of over 500 reverse-engineered cases and 20+ industrial-grade prompt templates, meticulously organized and designed for seamless integration into agent workflows and automation systems.

Key Features

• "Prompt as Code" Paradigm: Compresses prose-style prompts into structured protocols, enabling agents and automation workflows to reuse and generate images with greater control and stability.
• Extensive Case Library: Features over 500 reverse-engineered GPT-Image2 cases, categorized for easy browsing and inspiration across various domains like UI, infographics, posters, product shots, and more.
• Industrial-Grade Templates: Provides 20+ sophisticated prompt templates, offering structured control over elements like subjects, lighting, materials, layout, and visual details, crucial for production-level image generation.
• Agent Skill Integration: Includes a dedicated agent skill (gpt-image-2-style-library) for easily selecting styles, templates, categories, and scene tags, compatible with tools like Claude Code and Codex.
• Visual Gallery Website: A live, interactive website (gpt-image2.canghe.ai) allows users to browse the gallery, preview images, copy prompts, filter by style or scenario, and test generation.
• Atomic Schema Design: Prompts are broken down into composable parts, enhancing controllability for layout, copy, and information hierarchy in generated images.
• Continuous Updates: Regularly updated with new workflows and community contributions.

Typical Use Cases

This repository is invaluable for developers, designers, and AI enthusiasts looking to:

• Streamline AI Image Generation: Move beyond basic image creation to stable, controllable, and reusable outputs for professional applications.
• Build Automated Workflows: Integrate structured prompts into scripts, agents, and automation systems for batch generation and complex image production pipelines.
• Develop Advanced AI Agents: Leverage the "Prompt as Code" approach and the dedicated agent skill to empower AI agents with sophisticated image generation capabilities.
• Explore Diverse Visual Styles: Discover and adapt a wide range of creative and industrial prompt structures from a curated collection of real-world examples.
• Enhance Design Iteration: Quickly generate variations and explore different visual directions with structured and reusable prompt components.
• Create Professional Marketing and Branding Assets: Utilize templates designed for product shots, brand identities, posters, and other commercial visuals.
• Generate Technical and Informational Graphics: Produce clear and structured infographics, charts, and diagrams with precise control over data representation and layout.