← All skills

physical-ai-infrastructure-setup-and-resilient-scaling

60 / 100 · Review before installing

Check before installing. Some of what it can do is expected: a devops skill usually runs commands, installs tools and uses cloud credentials.

By NVIDIA/skills (GitHub) · devops · 3,933 stars · scanned at commit 2630133

Use when the user wants to set up, scale, validate, or harden NVIDIA physical AI infrastructure for synthetic data generation workflows across local MicroK8s or Azure AKS, including Kubernetes clusters, inference endpoint deployment, OSMO deployment, workload submission readiness, and infrastructure failure recovery. Trigger keywords: physical ai infrastructure, resilient scaling, SDG infrastructure, microk8s, azure aks, NVCF deployment, NIM Operator, OSMO deploy, workflow scaling. Don't trigge…

Works with any agent that supports SKILL.md skills.

What this skill can do

Safer alternatives

Low-risk skills in the same category (devops) that look related. Check that one does what you need.

• 100 Low riskqdrant-hybrid-cloud-setupqdrant/skills · 270 stars
• 95 Low riskllm-inference-scalingBagelHole/DevOps-Security-Agent-Skills · 1,203 stars
• 100 Low riskairunway-aks-setupmicrosoft/skills · 3,193 stars

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'physical-ai-infrastructure-setup-and-resilient-scaling' ] || [ -L ~/.agents/skills/'physical-ai-infrastructure-setup-and-resilient-scaling' ]; then echo 'A skill folder named physical-ai-infrastructure-setup-and-resilient-scaling already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/NVIDIA/skills' "$d" && git -C "$d" checkout --quiet '2630133f22e357f2005886567a39eddcc1b520e2' -- 'skills/physical-ai-infrastructure-setup-and-resilient-scaling' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/physical-ai-infrastructure-setup-and-resilient-scaling' ~/.agents/skills/'physical-ai-infrastructure-setup-and-resilient-scaling' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'physical-ai-infrastructure-setup-and-resilient-scaling' ~/.claude/skills/'physical-ai-infrastructure-setup-and-resilient-scaling' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

The badge for NVIDIA/skills shows the score of its lowest-scoring skill.

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/NVIDIA/skills.svg)](https://zalavijaysinh.github.io/skilltrust/repos/NVIDIA/skills/)

Score history