Agent Skills
› companion-inc/feynman
› runpod-compute
runpod-compute
GitHub用于在 RunPod 上配置和管理持久化 GPU Pod，支持 SSH 访问和文件传输。专为需要长期运行、涉及大规模数据集或基准测试的研究实验提供计算资源管理。
Trigger Scenarios
需要进行长时间运行的 GPU 研究实验
需要为基准测试或模型复制分配持久化 GPU 实例
需要通过 SSH 远程访问和控制云端 GPU 环境
Install
npx skills add companion-inc/feynman --skill runpod-compute -g -y
SKILL.md
Frontmatter
{
"name": "runpod-compute",
"description": "Provision and manage GPU pods on RunPod for explicitly chosen long-running research experiments. Use when a Feynman replication, benchmark, or dataset-heavy research run needs persistent GPU compute with SSH access."
}
RunPod Compute
Use runpodctl CLI for persistent GPU pods with SSH access during a specific research run. Do not use this skill for provider administration outside that run; tie every pod to a replication, benchmark, or dataset-heavy research objective.
Setup
brew install runpod/runpodctl/runpodctl # macOS
runpodctl config --apiKey=YOUR_KEY
Commands
| Command | Description |
|---|---|
runpodctl create pod --gpuType "NVIDIA A100 80GB PCIe" --imageName "runpod/pytorch:2.4.0-py3.11-cuda12.4.1-devel-ubuntu22.04" --name experiment |
Create a pod |
runpodctl get pod |
List all pods |
runpodctl stop pod <id> |
Stop (preserves volume) |
runpodctl start pod <id> |
Resume a stopped pod |
runpodctl remove pod <id> |
Terminate and delete |
runpodctl gpu list |
List available GPU types and prices |
runpodctl send <file> |
Transfer files to/from pods |
runpodctl receive <code> |
Receive transferred files |
SSH access
ssh root@<IP> -p <PORT> -i ~/.ssh/id_ed25519
Get connection details from runpodctl get pod <id>. Pods must expose port 22/tcp.
GPU types
NVIDIA GeForce RTX 4090, NVIDIA RTX A6000, NVIDIA A40, NVIDIA A100 80GB PCIe, NVIDIA H100 80GB HBM3
When to use
- Long-running research experiments needing persistent state
- Large research datasets required by a replication or benchmark
- Multi-step research work with SSH access between iterations
- Always stop or remove pods after experiments
- Check availability:
command -v runpodctl
Version History
- 54d08a3 Current 2026-07-25 07:16
