ReddRadar
Agent skill
ops-workstation
Workstation diagnostics, health monitoring, and maintenance. Knows this machine and can help troubleshoot, clean up, and maintain it.
Stars
163
Forks
31
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/data/ops-workstation
SKILL.md
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 for:
- Full hardware specs with mermaid diagrams
- Drive layout and available slots
- Step-by-step upgrade procedures (NVMe, SATA, RAM, GPU)
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