---
title: "Stable Diffusion ControlNet Pose Pipeline"
description: "Orchestrates Stable Diffusion image generation with ControlNet pose conditioning via the Automatic1111 API. Chains OpenPose detection, depth estimation, and img2img endpoints."
verification: "security_reviewed"
source: "https://github.com/lllyasviel/ControlNet"
category:
  - "Image & Creative Automation"
framework:
  - "Custom Agents"
tool_ecosystem:
  github_repo: "lllyasviel/ControlNet"
  github_stars: 33793
---

# Stable Diffusion ControlNet Pose Pipeline

Orchestrates Stable Diffusion image generation with ControlNet pose conditioning via the Automatic1111 API. Chains OpenPose detection, depth estimation, and img2img endpoints.

## 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-controlnet-pose-pipeline/)