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image-generation

Generate images from structured prompts and reference images with a Python script.

Updated Mar 8, 2026
Search Tags:#prompt engineering#image generation#AI art#text-to-image#reference images#visual creation
One-click install
npx skills add https://github.com/gman-robotics/gmr-deerflow --skill image-generation-gman-robotics
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: image-generation
Source: https://github.com/gman-robotics/gmr-deerflow/tree/main/skills/public/image-generation
Command: npx skills add https://github.com/gman-robotics/gmr-deerflow --skill image-generation-gman-robotics

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, Pillow, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This skill transforms textual descriptions and reference images into unique visual content, eliminating the need for manual design or stock imagery.

Core Features & Use Cases

  • Text-to-Image Generation: Create images from detailed text prompts.
  • Style Transfer & Guidance: Use reference images to guide the style, composition, and subject matter.
  • Use Case: Generate a character concept for a new video game, visualize a product in a specific setting, or create a unique scene for a story.

Quick Start

Generate an image of a futuristic cityscape at sunset using the provided prompt file.

Frequently Asked Questions about image-generation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate images from text prompts using Python?▼

To generate images from text prompts, use a Python script to process structured descriptions and optional reference images, producing high-quality visual content without manual design.

Can I use reference images to guide AI art style and composition?▼

You can use reference images to guide AI art generation by passing them into the script alongside text prompts, allowing you to direct the specific style, composition, and subject matter.

What do I need to set up for text-to-image generation with Pillow and requests?▼

For text-to-image generation, you need a Python environment with the requests and Pillow dependencies installed to handle image processing and search integration for reference gathering.

What is the best way to create character concepts and product visualizations?▼

The best way to create character concepts and product visualizations is by structuring detailed text prompts with customizable styles, compositions, and lighting to transform descriptions into unique visual content.

Does prompt engineering improve text-to-image scene creation?▼

Prompt engineering improves text-to-image scene creation by structuring detailed textual descriptions, enabling the generation of high-quality images tailored for character design, scene creation, and product visualization.

Are there limitations when using Python scripts for AI art generation?▼

A limitation of using Python scripts for AI art generation is the reliance on structured prompts and reference images to define customizable styles, requiring precise textual descriptions to achieve the desired visual output.

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