server-hardware-probe

name	server-hardware-probe
description	Probe remote GPU/NPU server hardware over SSH and parse npu-smi or nvidia-smi outputs. Use when collecting accelerator inventory, driver versions, memory/core utilization, process occupancy, partial hardware data, or hardware probe CLI behavior.

Skill 03: server-hardware

SSH 连到远端 NPU/GPU 服务器，跑 npu-smi / nvidia-smi 解析硬件规格和占用方。

Boundary

Use	Don't Use
SSH 连通 (paramiko)	网络测速 (这是 04)
解析 npu-smi info 输出	服务可达性 (这是 05)
解析 nvidia-smi 输出	训练栈健康 (这是 06)
列出占用方 (nvidia-smi --query-compute-apps=pid,process_name,used_memory)	报告渲染

入口

python3 .agents/skills/03-server-hardware/scripts/hardware_probe.py \
  --config ./config/config.yaml --server nvidia-01

状态

⏳ Phase 5 待开发。