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
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.
Use it when
- Yes.
- Gpt Image 2 Prompt lets you reverse-engineer AI-generated images to understand their creation parameters.
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.
Let your AI agent find skills like this
Example. Real query, live index.
You found this page by searching. An agent finds it by wishing: SkillFed indexes 56,283 agent skills by what they can do, searchable in plain language.
wish › “Convert an image into a text prompt suitable for AI image generation”
Give your agent the search over MCP, or paste the wish link into any chat. No install? Search from any chat →
Related skills
This skill transforms your image description into a structured prompt following Google's official 5-component guide for Gemini 3 Pro Image (Nano Banana Pro). It guides you through preset selection, fine-tuning, and aspect ratio choices, then generates ready-to-paste prompts for Gemini, GPT-image-2, and Midjourney v8.1 in parallel.
Higgsfield Image calls Higgsfield MCP's generation tools to produce finished images from single-line prompts. It automatically selects from 11 official models (Soul 2.0, GPT Image 2, Flux Kontext, Seedream 4.0, Nano Banana Pro, and others), handles character consistency via Soul Characters, applies style presets and resolution scaling (720p through 4K), and manages async job polling.
Card News generates complete 4-card carousel content for Korean social platforms by automatically selecting from 10 structural patterns based on your topic. Each output includes headlines, body copy, design specifications, AI image generation prompts, and platform-specific captions with hashtags.
GPT Image 2 lets you create images directly from your existing ChatGPT subscription without extra fees or API keys. It supports text-to-image, image editing, style transfer, and multi-reference composition through the local Codex CLI, requiring only a ChatGPT Plus or Pro plan and the CLI installed.
GPT Image 2 turns text prompts into photorealistic visuals with exceptional text accuracy—ideal for posters, product mockups, and branded designs. The skill supports multiple models and resolutions up to 4K, plus image-to-image editing for refinement and variation.
This skill harnesses the gpt-image-2-all model through API Yi's domestic proxy to create, modify, and merge images from natural language prompts. It supports text-to-image generation, single-image editing, multi-image blending, and style transformation—all at a flat $0.03 per image, with output typically ready in 60–300 seconds and native Chinese prompt support.
More skills Gpt Image 1 5 (CC0-1.0)