/gpu-monitor
Check GPU status, running experiments, and available resources
$ npx -y skills add Xiangyue-Zhang/auto-deep-researcher-24x7 --skill gpu-monitor --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/gpu-monitor
Context preview
The summary Claude sees to decide when to auto-load this skill.
Check GPU status, running experiments, and available resources
SKILL.md
gpu-monitor.SKILL.mdname: gpu-monitor description: "Check GPU status, running experiments, and available resources"
gpu-monitor
Quick GPU status check for experiment management.
Usage
Claude Code: /gpu-monitor Claude Code: /gpu-monitor --server user@remote-host Codex: $gpu-monitor
Behavior
1. Run `nvidia-smi` to get current GPU status 2. Display a clean summary table:
- GPU ID, Name, Memory (used/total), Utilization %, Temperature
- Running processes on each GPU
3. Identify which GPUs are free (< 1GB memory used) 4. Identify which GPUs are running experiments (check for python/torchrun processes) 5. If `--server` is provided, SSH to remote server first
Output Format
GPU Status ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ GPU Name Memory Util Temp 0 L20X 144GB 45123/147456 98% 72°C ← training (PID 12345) 1 L20X 144GB 234/147456 0% 35°C ← FREE 2 L20X 144GB 43210/147456 95% 70°C ← training (PID 12346) 3 L20X 144GB 1024/147456 12% 40°C ← keeper Free GPUs: [1] Training: GPU 0 (PID 12345), GPU 2 (PID 12346)
🔥 An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Zero-cost monitoring, Leader-Worker architecture, constant-size memory.
Other skills on auto-deep-researcher-24x7.
- /auto-experiment
Launch an autonomous THINK→EXECUTE→REFLECT experiment loop on a GPU project
Open skill - /conf-search
Search papers from top AI/ML conferences
Open skill - /daily-papers
Daily arXiv paper recommendations with automatic deduplication
Open skill - /experiment-status
Check status of running autonomous experiment loops
Open skill - /obsidian-sync
Refresh Obsidian dashboard and daily notes from current experiment state
Open skill - /paper-analyze
Deep analysis of a single paper with figure extraction from arXiv source
Open skill

