skills/runpod-compute/SKILL.md
Provision and manage GPU pods on RunPod for long-running experiments. Use when the user needs persistent GPU compute with SSH access, large datasets, or multi-step experiments.
npx skillsauth add getcompanion-ai/feynman runpod-computeInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
Use runpodctl CLI for persistent GPU pods with SSH access.
brew install runpod/runpodctl/runpodctl # macOS
runpodctl config --apiKey=YOUR_KEY
| 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 root@<IP> -p <PORT> -i ~/.ssh/id_ed25519
Get connection details from runpodctl get pod <id>. Pods must expose port 22/tcp.
NVIDIA GeForce RTX 4090, NVIDIA RTX A6000, NVIDIA A40, NVIDIA A100 80GB PCIe, NVIDIA H100 80GB HBM3
command -v runpodctldevelopment
Find implementable ML training recipes from papers, datasets, docs, and code. Use when the user wants to fine-tune, train, reproduce, or choose a practical ML method, dataset, hyperparameter setup, or benchmark recipe.
research
Set up a recurring research watch on a topic, company, paper area, or product surface. Use when the user asks to monitor a field, track new papers, watch for updates, or set up alerts on a research area.
tools
Compare multiple sources on a topic and produce a grounded comparison matrix. Use when the user asks to compare papers, tools, approaches, frameworks, or claims across multiple sources.
research
Search past Feynman session transcripts to recover prior work, conversations, and research context. Use when the user references something from a previous session, asks "what did we do before", or when you suspect relevant past context exists.