image-gen

Generate images from structured prompts using detected AI generation tools.

36|4|Updated Feb 11, 2026

Search Tags:#image-generation #prompt-engineering #social-media #structured-prompts #ai-tools #visual-content

Ready to run

npx skills add https://github.com/xg-gh-25/SwarmAI --skill image-gen-xg-gh-25

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: image-gen
Source: https://github.com/xg-gh-25/SwarmAI/tree/main/backend/skills/s_image-gen
Command: npx skills add https://github.com/xg-gh-25/SwarmAI --skill image-gen-xg-gh-25

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Generating high-quality visuals manually is time-consuming and inconsistent. This Skill automates image creation using AI prompts and generation tools, reducing turnaround time and increasing consistency across outputs.

Core Features & Use Cases

Tool-agnostic image generation: detects available generation tools (MCP image server, OpenAI CLI, Stable Diffusion, Midjourney) and uses the best option.
Structured prompts: builds robust, repeatable prompt templates for social posts, thumbnails, banners, and blog visuals.
Iteration and platform optimization: adapts outputs for different platforms and formats, with an easy export workflow.
Use Case: Quickly produce a social media carousel image for a product launch or a blog hero visual.

Quick Start

Provide a subject description and preferred style to generate visuals.

Frequently Asked Questions about image-gen

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

FAQPage Schema

How do I automate image generation for social media posts and blog visuals?▼

To automate image generation for social media posts and blog visuals, provide a subject description and preferred style to build structured prompts. The system detects available generation APIs and outputs ready-to-use visual assets.

Can I use Stable Diffusion or Midjourney APIs with structured prompt templates?▼

Yes, you can use Stable Diffusion or Midjourney APIs because the system detects available generation tools, including MCP image servers and OpenAI CLI. It automatically selects the best option to execute the structured prompt templates.

What is the best way to create consistent thumbnails and banners across different platforms?▼

The best way to create consistent thumbnails and banners is by using structured prompt templates that adapt outputs for different platforms and formats. This ensures visual consistency while reducing manual turnaround time.

Do I need a local Stable Diffusion setup to generate presentation graphics?▼

No, you do not need a local Stable Diffusion setup to generate presentation graphics. The tool-agnostic system detects various available generation tools and APIs, automatically selecting the best available option to produce the required visuals.

How does structured prompt engineering work for AI image generation?▼

Structured prompt engineering for AI image generation works by taking a subject description and preferred style to build robust, repeatable JSON templates. These templates are then fed into detected AI generation tools to produce consistent visual assets.

Why does my AI image generation output lack consistency across different formats?▼

AI image generation lacks consistency across formats when using manual, unstructured prompts. By applying structured prompt templates and platform optimization, the system reduces turnaround time and enforces visual consistency across all outputs.