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 trigger for: OSMO log summarization or workload-only operations unless infrastructure setup, scaling, validation, or recovery is requested.
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Low
Low-risk findings worth noting
The canonical home for this skill is physical-ai-infrastructure-setup-and-resilient-scaling in NVIDIA/skills
Low
Low-risk findings.
1 low severity finding. Worth noting, but not necessarily harmful.
The skill fetches instructions or code from an external URL at runtime, and the fetched content directly controls the agent’s prompts or executes code. This dynamic dependency allows the external source to modify the agent’s behavior without any changes to the skill itself.
The skill instructs the agent to fetch and execute external OSMO repo content at runtime (git-clone of https://github.com/NVIDIA/OSMO.git / https://github.com/nvidia/osmo and running its deploy scripts) and to WebFetch raw workflow cookbooks from https://raw.githubusercontent.com/NVIDIA/OSMO/main/cookbook/README.md (and per-workflow README URLs), which clearly fetches remote content that is executed or used to generate runtime workflow YAMLs.
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