How do I install the Ops Workstation skill?

Run npx skillmds add majiayu000/ops-workstation in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Ops Workstation safe to use?

This skill has not completed SkillMD's automated safety review yet. Capability flags: docs only. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Ops Workstation?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Ops Workstation free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Ops Workstation?

majiayu000 (@majiayu000) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Ops Workstation by majiayu000 — Agent Skill

Name: Ops Workstation
Rating: 4.2 (5 reviews)
Author: majiayu000

File contents

Workstation Ops

Diagnose, monitor, and maintain this workstation.

This Machine

Component	Spec
Motherboard	MSI TRX40 PRO 10G
CPU	AMD Threadripper 3960X (24c/48t)
RAM	256 GB DDR4
GPU	NVIDIA RTX A5000 (24GB)
Boot	WD Black SN850X 4TB → `/`
Storage	Seagate IronWolf 12TB → `/mnt/storage12tb`

Commands

Command	What it does
`./run.sh`	Quick resource check
`./run.sh memory`	What's using RAM
`./run.sh gpu`	GPU status & VRAM
`./run.sh health`	Drive health & maintenance status
`./run.sh net`	Network diagnostics (link/IP/DNS/sockets)
`./run.sh temps`	Temperature monitoring (CPU/GPU/NVMe)
`./run.sh containers`	Docker container health
`./run.sh slim`	Find storage savings (media, caches, models)
`./run.sh duplicates`	Find exact duplicate files
`./run.sh crashes`	Check for OOM/crashes
`./run.sh specs`	Hardware docs & upgrade procedures

Agent Quick Reference

"Is the system healthy?"

./run.sh health

"What's using all the memory?"

./run.sh memory

"Will my model fit in GPU?"

./run.sh gpu --need 8000

"Something crashed"

./run.sh crashes --oom

"Where can I recover storage?"

./run.sh slim                      # Overview of all opportunities
./run.sh slim --media              # Lower quality media versions
./run.sh slim --caches             # Cache cleanup (pip, docker, npm)
./run.sh slim --models             # ML model caches

"Is the network OK?"

./run.sh net                       # LAN, DNS, sockets, gateway
./run.sh net --json                # Agent-parseable JSON
./run.sh net --no-external         # Skip external ICMP checks
OUTPUT=json ./run.sh net           # Alternative JSON output

"Are temps safe?"

./run.sh temps                     # Markdown summary (exit code: 0=OK, 1=WARN, 2=CRIT)
./run.sh temps --json              # JSON with exit codes
./run.sh temps --warn 70 --crit 80 # Custom thresholds

"How are my containers?"

./run.sh containers                # Docker status, restart counts
./run.sh containers --json         # Agent-parseable JSON

"Find duplicate movies"

./run.sh duplicates --dry-run              # Quick check by size
./run.sh duplicates                         # Full scan with checksums
./run.sh duplicates --type mkv --min-size 500  # Only large .mkv files

"What can I clean up?"

./run.sh health --cleanup

"How do I add a hard drive?"

./run.sh specs --procedures

Maintenance Recommendations

The skill will identify these issues automatically:

Issue	How to check	How to fix
High memory	`./run.sh memory`	Close IDEs, kill idle Claude Code
Disk filling up	`./run.sh slim`	Clear caches, remove duplicates
Lower quality media	`./run.sh slim --media`	Delete lower quality versions
Large caches	`./run.sh slim --caches`	`pip cache purge`, `docker prune`
Duplicate files	`./run.sh duplicates`	Review and remove exact duplicates
Drive failing	`sudo ./run.sh health --drives`	Replace drive
Pending updates	`./run.sh health`	`sudo apt upgrade`

Quick Cleanup

# See all storage savings opportunities
./run.sh slim

# Caches (can recover 30+ GB)
pip cache purge
npm cache clean --force
docker system prune -a
huggingface-cli delete-cache  # ML models

# System
sudo apt autoremove -y && sudo apt clean
sudo journalctl --vacuum-size=500M

# Find lower quality media versions
./run.sh slim --media

Hardware Reference

See WORKSTATION.md for:

Full hardware specs with mermaid diagrams
Drive layout and available slots
Step-by-step upgrade procedures (NVMe, SATA, RAM, GPU)

---name: ops-workstationdescription: Workstation diagnostics, health monitoring, and maintenance. Knows this machine and can help troubleshoot, clean up, and maintain it.--- # Workstation Ops Diagnose, monitor, and maintain this workstation. ## This Machine | Component | Spec | |-----------|------| | Motherboard | MSI TRX40 PRO 10G | | CPU | AMD Threadripper 3960X (24c/48t) | | RAM | 256 GB DDR4 | | GPU | NVIDIA RTX A5000 (24GB) | | Boot | WD Black SN850X 4TB → `/` | | Storage | Seagate IronWolf 12TB → `/mnt/storage12tb` | ## Commands | Command | What it does | |---------|--------------| | `./run.sh` | Quick resource check | | `./run.sh memory` | What's using RAM | | `./run.sh gpu` | GPU status & VRAM | | `./run.sh health` | Drive health & maintenance status | | `./run.sh net` | Network diagnostics (link/IP/DNS/sockets) | | `./run.sh temps` | Temperature monitoring (CPU/GPU/NVMe) | | `./run.sh containers` | Docker container health | | `./run.sh slim` | Find storage savings (media, caches, models) | | `./run.sh duplicates` | Find exact duplicate files | | `./run.sh crashes` | Check for OOM/crashes | | `./run.sh specs` | Hardware docs & upgrade procedures | ## Agent Quick Reference **"Is the system healthy?"** ```bash ./run.sh health ``` **"What's using all the memory?"** ```bash ./run.sh memory ``` **"Will my model fit in GPU?"** ```bash ./run.sh gpu --need 8000 ``` **"Something crashed"** ```bash ./run.sh crashes --oom ``` **"Where can I recover storage?"** ```bash ./run.sh slim # Overview of all opportunities ./run.sh slim --media # Lower quality media versions ./run.sh slim --caches # Cache cleanup (pip, docker, npm) ./run.sh slim --models # ML model caches ``` **"Is the network OK?"** ```bash ./run.sh net # LAN, DNS, sockets, gateway ./run.sh net --json # Agent-parseable JSON ./run.sh net --no-external # Skip external ICMP checks OUTPUT=json ./run.sh net # Alternative JSON output ``` **"Are temps safe?"** ```bash ./run.sh temps # Markdown summary (exit code: 0=OK, 1=WARN, 2=CRIT) ./run.sh temps --json # JSON with exit codes ./run.sh temps --warn 70 --crit 80 # Custom thresholds ``` **"How are my containers?"** ```bash ./run.sh containers # Docker status, restart counts ./run.sh containers --json # Agent-parseable JSON ``` **"Find duplicate movies"** ```bash ./run.sh duplicates --dry-run # Quick check by size ./run.sh duplicates # Full scan with checksums ./run.sh duplicates --type mkv --min-size 500 # Only large .mkv files ``` **"What can I clean up?"** ```bash ./run.sh health --cleanup ``` **"How do I add a hard drive?"** ```bash ./run.sh specs --procedures ``` ## Maintenance Recommendations The skill will identify these issues automatically: | Issue | How to check | How to fix | |-------|--------------|------------| | High memory | `./run.sh memory` | Close IDEs, kill idle Claude Code | | Disk filling up | `./run.sh slim` | Clear caches, remove duplicates | | Lower quality media | `./run.sh slim --media` | Delete lower quality versions | | Large caches | `./run.sh slim --caches` | `pip cache purge`, `docker prune` | | Duplicate files | `./run.sh duplicates` | Review and remove exact duplicates | | Drive failing | `sudo ./run.sh health --drives` | Replace drive | | Pending updates | `./run.sh health` | `sudo apt upgrade` | ## Quick Cleanup ```bash # See all storage savings opportunities ./run.sh slim # Caches (can recover 30+ GB) pip cache purge npm cache clean --force docker system prune -a huggingface-cli delete-cache # ML models # System sudo apt autoremove -y && sudo apt clean sudo journalctl --vacuum-size=500M # Find lower quality media versions ./run.sh slim --media ``` ## Hardware Reference See [WORKSTATION.md](./WORKSTATION.md) for: - Full hardware specs with mermaid diagrams - Drive layout and available slots - Step-by-step upgrade procedures (NVMe, SATA, RAM, GPU)

Frequently asked questions