---
title: "Stable Diffusion XL Pipeline Builder"
description: "Constructs and executes SDXL image generation pipelines using diffusers library and ComfyUI API. Supports LoRA loading, ControlNet conditioning, and batch prompt scheduling."
verification: "security_reviewed"
source: "https://github.com/Stability-AI/stablediffusion"
category:
  - "Image & Creative Automation"
framework:
  - "Cursor"
---

# Stable Diffusion XL Pipeline Builder

Constructs and executes SDXL image generation pipelines using diffusers library and ComfyUI API. Supports LoRA loading, ControlNet conditioning, and batch prompt scheduling.

## Installation

Choose whichever fits your setup:

1. Copy this skill folder into your local skills directory.
2. Clone the repo and symlink or copy the skill into your agent workspace.
3. Add the repo as a git submodule if you manage shared skills centrally.
4. Install it through your internal provisioning or packaging workflow.
5. Download the folder directly from GitHub and place it in your skills collection.

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/stable-diffusion-xl-pipeline-builder/)