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Gpt Image 2 Prompt

This skill transforms your image concept into production-ready prompts for GPT-image-2, Gemini 3 Pro Image, and Midjourney v8.1 in a single workflow. It guides you through preset selection (product, portrait, illustration, landscape), targeted refinement questions, and aspect ratio choices—then maps your answers to each model's native format with recommended parameters and text-rendering rules.

Gpt Image 2 Prompt converts your image idea into optimized prompts for three AI models simultaneously.

AI-generated summary based on this skill's SKILL.md

261 62 unlicensed, metadata onlyupdated by modu-ai

Decision gist · record as of 2026-06-19

Gpt Image 2 Prompt converts your image idea into optimized prompts for three AI models simultaneously. This skill transforms your image concept into production-ready prompts for GPT-image-2, Gemini 3 Pro Image, and Midjourney v8.1 in a single workflow. It guides you through preset selection (product, portrait, illustration, landscape), targeted refinement questions, and aspect ratio choices—then maps your answers to each model's native format with recommended parameters and text-rendering rules.

manual: git clone https://github.com/modu-ai/cowork-plugins → cp -r cowork-plugins ~/.claude/skills/gpt-image-2-prompt

Use it when

  • Yes.
  • Gpt Image 2 Prompt lets you reverse-engineer AI-generated images to understand their creation parameters.
Same gist for agents: .md · .json

Install

modu-ai/cowork-plugins/gpt-image-2-prompt · repository language: HTML

generated, unverified - the skill's exact subdirectory could not be determined; check the repository on GitHub

Open directory. Skills are indexed for reading, not audited. Review a skill's body before installing it.

Frequently asked questions

AI-generated answers based on this skill's SKILL.md and metadata

What does Gpt Image 2 Prompt do?

Gpt Image 2 Prompt transforms your image concept into production-ready prompts for GPT-image-2, Gemini 3 Pro Image, and Midjourney v8.1 in a single workflow. It guides you through preset selection (product, portrait, illustration, landscape), targeted refinement questions, and aspect ratio choices—then maps your answers to each model's native format with recommended parameters and text-rendering rules.

Can Gpt Image 2 Prompt convert an image to a prompt?

Yes. Gpt Image 2 Prompt analyzes images to extract or recreate their original prompts. You provide a visual reference, and the skill generates descriptive prompts suitable for AI image generation, helping you reverse-engineer the creation parameters and understand how the image was made.

How do I reverse engineer an image prompt with this skill?

Gpt Image 2 Prompt lets you reverse-engineer AI-generated images to understand their creation parameters. Upload your image, select a preset category (product, portrait, illustration, or landscape), answer targeted refinement questions, choose your aspect ratio, and the skill maps your analysis to native formats for GPT-image-2, Gemini 3 Pro Image, and Midjourney v8.1.

What image categories does Gpt Image 2 Prompt support?

Gpt Image 2 Prompt offers four preset categories: product, portrait, illustration, and landscape. Each category guides you through category-specific refinement questions and helps generate optimized prompts tailored to your image type and the target AI model's requirements.

Which AI image models does Gpt Image 2 Prompt support?

Gpt Image 2 Prompt generates prompts for three major AI image models: GPT-image-2, Gemini 3 Pro Image, and Midjourney v8.1. It maps your image analysis and refinement answers to each model's native format with recommended parameters and text-rendering rules.

Can I describe an image as an AI prompt using this skill?

Yes. Gpt Image 2 Prompt lets you describe images as AI prompts by analyzing visual content and generating descriptive text suitable for replication. The skill extracts key details from your image, applies preset category logic, and produces model-specific prompts with aspect ratio choices and recommended parameters.

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Tags
image-analysisprompt-engineeringai-reverse-engineeringvision-to-textgenerative-ai-tools