Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
1 change: 1 addition & 0 deletions docs.json
Original file line number Diff line number Diff line change
Expand Up @@ -42,6 +42,7 @@
"get-started/concepts",
"get-started/manage-accounts",
"get-started/api-keys",
"get-started/agent-skills",
"get-started/mcp-servers"
]
},
Expand Down
86 changes: 86 additions & 0 deletions get-started/agent-skills.mdx
Original file line number Diff line number Diff line change
@@ -0,0 +1,86 @@
---
title: "Agent skills for AI coding tools"
sidebarTitle: "Agent skills"
description: "Manage GPU workloads on Runpod with coding agents like Claude Code and Cursor."
tag: "NEW"
---

Agent skills make it easier for coding agents to use Runpod directly from your editor or terminal. Once installed, you can ask your agent to create Pods, deploy Serverless endpoints, manage templates, and more, all through natural language.

These skills work with [Claude Code](https://docs.anthropic.com/en/docs/claude-code), [Cursor](https://www.cursor.com/), [GitHub Copilot](https://github.com/features/copilot), [Windsurf](https://codeium.com/windsurf), [Cline](https://github.com/cline/cline), and [17+ other AI agents](https://skills.sh/).

## Installation

Install the Runpod skills package in your project:

```bash
npx skills add runpod/skills
```

Restart your agent after installation.

If you plan to use the `runpodctl` skill, you also need to [install the Runpod CLI](/runpodctl/overview) and run the setup command to configure your [API key](/get-started/api-keys) and SSH keys:

```bash
runpodctl doctor
```

## Available skills

The Runpod skills package includes two skills:

| Skill | Description |
|-------|-------------|
| **Flash** | Build and deploy AI workloads using the `runpod-flash` SDK. Write code locally and deploy to remote GPUs/CPUs. |
| **runpodctl** | Manage GPU Pods, Serverless endpoints, templates, network volumes, and models through the Runpod CLI. |

## What you can do

Once installed, you can ask your AI agent to perform tasks like the following:

| Category | Example prompt |
|----------|----------------|
| Create resources | "Create a Pod with an RTX 4090" |
| List resources | "List my Pods" or "Show my Serverless endpoints" |
| GPU availability | "What GPUs are available?" |
| Account info | "Show my account balance" |
| Deploy endpoints | "Deploy a Serverless endpoint using my template" |
| Manage Pods | "Stop my Pod" or "SSH into my Pod" |
| Deploy with Flash | "Deploy this function to a remote GPU with Flash" |
| Local development | "Start a local dev server with Flash" |

### Flash skill

The Flash skill lets your agent use the [runpod-flash](/flash/overview) SDK to build and deploy functions to Runpod Serverless. Your agent can generate and deploy code like the following:

```python
from runpod_flash import Endpoint, GpuGroup

@Endpoint(name="my-worker", gpu=GpuGroup.AMPERE_80, workers=5, dependencies=["torch"])
async def compute(data):
import torch
return {"sum": torch.tensor(data, device="cuda").sum().item()}
```

For more details on endpoint types and configuration, see [Create endpoints with Flash](/flash/create-endpoints).

### runpodctl skill

The runpodctl skill gives your agent access to the full [Runpod CLI](/runpodctl/overview) for managing Pods, Serverless endpoints, templates, network volumes, and file transfers.

## Learn more

<CardGroup cols={2}>
<Card title="Runpod skills repository" href="https://github.com/runpod/skills" icon="github" horizontal>
Source code and full skill definitions.
</Card>
<Card title="skills.sh" href="https://skills.sh/" icon="wand-magic-sparkles" horizontal>
The skills platform with the full list of compatible AI agents.
</Card>
<Card title="Runpod CLI reference" href="/runpodctl/overview" icon="terminal" horizontal>
Full runpodctl documentation.
</Card>
<Card title="MCP servers" href="/get-started/mcp-servers" icon="plug" horizontal>
Another way to integrate AI tools with Runpod.
</Card>
</CardGroup>
2 changes: 1 addition & 1 deletion get-started/mcp-servers.mdx
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
---
title: "Use Runpod's MCP servers"
sidebarTitle: "Runpod MCP servers"
sidebarTitle: "MCP servers"
description: "Connect AI tools to Runpod using the Model Context Protocol for infrastructure management and documentation access."
tag: "NEW"
---
Expand Down
Loading