---
title: "RunPod Serverless GPU Inference"
description: "Deploy and manage GPU inference endpoints on RunPod Serverless using their REST API. Handles endpoint creation, cold start optimization, request queuing, and auto-scaling configuration for image generation models."
verification: "security_reviewed"
source: "https://docs.runpod.io/serverless/overview"
category:
  - "Image & Creative Automation"
framework:
  - "Claude Agents"
---

# RunPod Serverless GPU Inference

Deploy and manage GPU inference endpoints on RunPod Serverless using their REST API. Handles endpoint creation, cold start optimization, request queuing, and auto-scaling configuration for image generation models.

## 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/runpod-serverless-gpu-inference/)