---
title: "RunPod Cloud GPU - Air Market"
description: "The work you want to run needs a GPU you do not own. This walks you through standing up serverless GPU endpoints on RunPod, getting your images deployed there, and sorting it out when an endpoint mis…"
canonical: "https://airmarket.ai/app/runpod"
---

[Air Market](/) / [IT & Ops](/category/ops) / RunPod Cloud GPU

Skill by [Digital Samba](/@digitalsamba)

# RunPod Cloud GPU

Get heavy model work running on rented GPUs

## What this does

The work you want to run needs a GPU you do not own. This walks you through standing up serverless GPU endpoints on RunPod, getting your images deployed there, and sorting it out when an endpoint misbehaves. Reach for it when setting that up, or when you want to know what it costs.

### Top 3 things it does for you

- Set up a serverless GPU endpoint
- Deploy a Docker image to run on a GPU
- Work out why an endpoint is failing

## Information

**RunPod Cloud GPU at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Digital Samba](/@digitalsamba) |
| Category | [IT & Ops](/category/ops) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 8 KB |
| Licence | MIT |
| Repository | [digitalsamba/claude-code-video-toolkit](https://github.com/digitalsamba/claude-code-video-toolkit/tree/dc1bbd251ef137bde9cf460bacb88f13adb3a808/.claude/skills/runpod) |
| GitHub stars | 1,999 (as of Nov 2026) |
| Installs | 1,083, counted by skills.sh (Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of RunPod Cloud GPU and flagged nothing. AIR's verdict: **safe**.

**What RunPod Cloud GPU's check was run against**

|  |  |
| --- | --- |
| Commit | dc1bbd251ef137bde9cf460bacb88f13adb3a808 |
| Content hash | f51ae4cca91b510f12b0ec846c5c6e9d0d2bbe01f4730b092a04c0cb020fbc0a |
| Files read | [Browse the files at this exact commit](https://github.com/digitalsamba/claude-code-video-toolkit/blob/dc1bbd251ef137bde9cf460bacb88f13adb3a808/.claude/skills/runpod/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for RunPod Cloud GPU](/security/runpod)

## About RunPod Cloud GPU

This is cloud GPU processing through RunPod serverless: setting up endpoints, deploying Docker images, and managing GPU resources.

It also covers troubleshooting endpoint problems and understanding costs. All five toolkit images are covered: qwen-edit, realesrgan, propainter, sadtalker, and qwen3-tts.

## What's inside

- SKILL.md - instructions

## Questions

### Is RunPod Cloud GPU safe to install?

AIR scanned this exact version of RunPod Cloud GPU and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit dc1bbd251ef1, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/runpod.

### How do I install RunPod Cloud GPU?

Open https://airmarket.ai/app/runpod on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/digitalsamba/claude-code-video-toolkit/tree/dc1bbd251ef137bde9cf460bacb88f13adb3a808/.claude/skills/runpod. Install from that link, not the branch.

## Related on Air Market

- [More IT & Ops listings](/category/ops)
- [Everything by Digital Samba](/@digitalsamba)

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Canonical URL: <https://airmarket.ai/app/runpod>