---
title: "Stable Diffusion XL Pipeline"
description: "Orchestrates SDXL image generation via the Stability AI REST API with ControlNet conditioning, IP-Adapter style transfer, and automatic prompt enhancement using CLIP interrogation."
verification: "security_reviewed"
source: "https://github.com/Stability-AI/stablediffusion"
category:
  - "Image & Creative Automation"
framework:
  - "Claude Agents"
---

# Stable Diffusion XL Pipeline

Orchestrates SDXL image generation via the Stability AI REST API with ControlNet conditioning, IP-Adapter style transfer, and automatic prompt enhancement using CLIP interrogation.

## 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/)