Individual skill
remote-compute-ops
Operate GPU and remote compute across RunPod (Pods and Serverless), Massed Compute VMs, and owned or virtual remote servers through existing bridges, SSH sessions, MCP/API adapters, bounded polling, cost controls, and resumable lifecycle checks. Use when the user mentions RunPod, Massed Compute, a remote GPU/server/VM, SSH bridge/tunnel/bastion/Tailscale, training or inference on rented compute, GPU inventory, billing, or asks to minimize API/SSH connections and avoid rate limits. Do not use for generic cloud architecture, local-only GPU work, or application code with no remote-resource operation.
skills/operational/remote-compute-ops/SKILL.md
Source commit 849719987d9c0d6ed973bdbce8ed37b266d3b1f3
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 7, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 214
- Repository last updated
- Nov 5, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-agents Repository topic
- claude Repository topic
- claude-code Repository topic
- llm Repository topic
- machine-learning Repository topic
- prompt-engineering Repository topic
- skills Repository topic
- mcp Repository topic
- agent-harness Repository topic
- harness Repository topic
- engineering Derived category
Files and excerpt
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SKILL.mdcore · 11,861 bytesSKILL.mdcore · 11,861 bytesSKILL.mdcore · 11,861 bytesagents/openai.yamlasset · 272 bytesreferences/massed-compute-recipes.mddoc · 4,286 bytesreferences/provider-matrix.mddoc · 3,838 bytesreferences/transport-safety.mddoc · 5,164 bytes
Read excerpt
# Remote compute operations
Use this skill as the provider-neutral workflow for remote GPU and server work. The
provider is an adapter, not the name of the skill: RunPod, Massed Compute, and an
owned/virtual server must all follow the same evidence, transport, lifecycle, and
handoff rules.
When auditing this skill or designing a plan offline, do not call a provider, SSH,
or bridge at all; state that live mode/identity is unproven. The read-only lookup
below applies only when the user explicitly asks to inspect live remote state.
## Non-negotiable transport rule
Reuse the already-created bridge or live connection before opening a new one. The