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JoeyCacciatore3
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sdwebui-forge

Generate photorealistic images via Stable Diffusion WebUI Forge API with curl.

Updated Aug 23, 2026
Search Tags:#API#prompt engineering#image generation#generate#Stable Diffusion#WebUI Forge
One-click install
npx skills add https://github.com/JoeyCacciatore3/Clawd --skill sdwebui-forge
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: sdwebui-forge
Source: https://github.com/JoeyCacciatore3/Clawd/tree/main/skills/sdwebui-forge
Command: npx skills add https://github.com/JoeyCacciatore3/Clawd --skill sdwebui-forge

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill automates photorealistic image generation using Stable Diffusion WebUI Forge via its API, streamlining the creation of visuals from prompts.

Core Features & Use Cases

  • Generate photorealistic images via Forge API from prompt-based inputs.
  • Support common parameters like steps, cfg_scale, width, height, seed, and sampler to tune results.
  • Use Case: Quickly generate a set of images for concept art, UI assets, or visualizations by submitting prompts and retrieving outputs.

Quick Start

Launch Forge with API and generate images using curl, then extract and save results as images.

Frequently Asked Questions about sdwebui-forge

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

FAQPage Schema
How do I automate Stable Diffusion image generation via an API?▼

You can automate Stable Diffusion image generation by sending HTTP requests with curl to the WebUI Forge API, tuning parameters like steps and cfg_scale, and retrieving outputs via jq. This requires launching Forge with the --api flag to enable endpoint access.

What parameters can I adjust when generating images through the Forge API?▼

When generating images through the Forge API, you can adjust steps, cfg_scale, width, height, seed, and sampler. These parameters are passed via HTTP requests to control the photorealistic output quality and dimensions.

Do I need to launch Stable Diffusion WebUI Forge with special flags for API access?▼

Yes, you must launch Stable Diffusion WebUI Forge with the --api flag to enable API access. This allows the skill to communicate via HTTP requests using curl and process responses with lightweight tools like jq and image converters.

Can I generate batch images from prompts using WebUI Forge?▼

Yes, you can generate batch images from prompts using WebUI Forge. The skill supports prompt-based workflows for single or batch rendering, automating the submission of prompts and retrieval of generated image outputs.

What tools are required to retrieve and save images from the Stable Diffusion API?▼

To retrieve and save images from the Stable Diffusion API, you need curl for HTTP requests and jq for parsing JSON responses. Lightweight image converters are also used to decode and save the base64 image outputs locally.

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