Individual skill
physical-ai-infrastructure-setup-and-resilient-scaling
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.
plugins/nvidia/skills/physical-ai-infrastructure-setup-and-resilient-scaling/SKILL.md
Source commit b767f8fa3be1a22b093127dd59956c91ecffca9d
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 6, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 7,805
- Repository last updated
- Nov 6, 2026
- License
- Not available
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- physical-ai Declared skill tag
- infrastructure Declared skill tag
- kubernetes Declared skill tag
- azure Declared skill tag
- microk8s Declared skill tag
- osmo Declared skill tag
- nim-operator Declared skill tag
- scaling Declared skill tag
- devops Derived category
- operations Derived category
- data Derived category
- devops-containers Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
BENCHMARK.mddoc · 6,438 bytesSKILL.mdcore · 11,120 bytesSKILL.mdcore · 11,120 bytesagents/openai.yamlasset · 777 bytescomponents/azure-access/reference.mddoc · 3,098 bytescomponents/cluster-azure/.gitignoreasset · 103 bytescomponents/cluster-azure/reference.mddoc · 5,993 bytescomponents/cluster-azure/scripts/helmfile.yamlasset · 354 bytescomponents/cluster-azure/scripts/main.tfasset · 25,962 bytescomponents/cluster-azure/scripts/outputs.tfasset · 1,683 bytescomponents/cluster-azure/scripts/preflight.shruns · 8,088 bytescomponents/cluster-azure/scripts/setup.shruns · 4,216 bytescomponents/cluster-azure/scripts/storage-class-nfs.yamlasset · 2,350 bytescomponents/cluster-azure/scripts/system_node_capacity_test.shruns · 915 bytescomponents/cluster-azure/scripts/terraform.tfvars.exampleasset · 568 bytescomponents/cluster-azure/scripts/variables.tfasset · 2,637 bytescomponents/cluster-azure/scripts/versions.tfasset · 588 bytescomponents/cluster-azure/terraform/main.tfasset · 8,187 bytescomponents/cluster-azure/terraform/modules/README.mddoc · 705 bytescomponents/cluster-azure/terraform/outputs.tfasset · 3,963 bytescomponents/cluster-azure/terraform/prerequisites/az-sub-init.shruns · 2,237 bytescomponents/cluster-azure/terraform/prerequisites/install-terraform.shruns · 1,806 bytescomponents/cluster-azure/terraform/prerequisites/register-azure-providers.shruns · 6,940 bytescomponents/cluster-azure/terraform/prerequisites/robotics-azure-resource-providers.txtdoc · 336 bytescomponents/cluster-azure/terraform/terraform.tfvars.exampleasset · 7,775 bytescomponents/cluster-azure/terraform/variables.tfasset · 9,345 bytescomponents/cluster-azure/terraform/versions.tfasset · 779 bytescomponents/cluster-microk8s/reference.mddoc · 1,807 bytescomponents/cluster-microk8s/runtimeclass-nvidia-runc.yamlasset · 223 bytescomponents/cluster-microk8s/scripts/preflight.shruns · 4,653 bytescomponents/driver/reference.mddoc · 8,796 bytescomponents/inference-azure/reference.mddoc · 2,626 bytescomponents/inference-azure/scripts/install.shruns · 6,043 bytescomponents/inference-azure/scripts/preflight.shruns · 5,655 bytescomponents/inference-nim-operator/nims/cosmos-predict/nimservice.yamlasset · 2,458 bytescomponents/inference-nim-operator/nims/cosmos-reason/nimservice.yamlasset · 1,164 bytescomponents/inference-nim-operator/nims/cosmos-transfer/nimservice.yamlasset · 1,163 bytescomponents/inference-nim-operator/nims/qwen-image-edit-nvpcb-ovsl2sl/nimservice.yamlasset · 2,531 bytescomponents/inference-nim-operator/nims/qwen-image-edit/nimservice.yamlasset · 1,250 bytescomponents/inference-nim-operator/nims/qwen25-14b/hf-download-job.yamlasset · 2,092 bytescomponents/inference-nim-operator/nims/qwen25-14b/nimservice.yamlasset · 1,927 bytescomponents/inference-nim-operator/nims/qwen25-14b/pvc.yamlasset · 892 bytescomponents/inference-nim-operator/nims/qwen3-235b/hf-download-job.yamlasset · 1,706 bytescomponents/inference-nim-operator/nims/qwen3-235b/nimservice.yamlasset · 1,730 bytescomponents/inference-nim-operator/nims/qwen3-235b/pvc.yamlasset · 704 bytescomponents/inference-nim-operator/nims/qwen3-vl/hf-download-job.yamlasset · 2,684 bytescomponents/inference-nim-operator/nims/qwen3-vl/nimservice.yamlasset · 4,808 bytescomponents/inference-nim-operator/nims/qwen3-vl/pvc.yamlasset · 964 bytescomponents/inference-nim-operator/reference.mddoc · 5,606 bytescomponents/inference-nim-operator/scripts/install.shruns · 12,073 bytescomponents/inference-nim-operator/scripts/preflight.shruns · 3,119 bytescomponents/inference-nvcf/reference.mddoc · 3,264 bytescomponents/inference-nvcf/scripts/preflight.shruns · 2,717 bytescomponents/openclaw-azure-login/reference.mddoc · 2,891 bytescomponents/osmo-azure/reference.mddoc · 4,518 bytescomponents/osmo-azure/scripts/preflight.shruns · 6,052 bytescomponents/osmo-cli/agents/logs-reader.mddoc · 3,542 bytescomponents/osmo-cli/agents/workflow-expert.mddoc · 4,103 bytescomponents/osmo-cli/reference.mddoc · 43,119 bytescomponents/osmo-cli/references/advanced-patterns.mddoc · 2,488 bytescomponents/osmo-cli/references/cli-commands.mddoc · 14,901 bytescomponents/osmo-cli/references/workflow-patterns.mddoc · 8,197 bytescomponents/osmo-cli/references/workflow-spec.mddoc · 8,698 bytescomponents/osmo-cli/scripts/preflight.shruns · 2,414 bytescomponents/osmo-cli/tests/orchestrator-runtime-failure.mddoc · 11,285 bytescomponents/osmo-k8s/reference.mddoc · 2,520 bytescomponents/osmo-k8s/scripts/preflight.shruns · 2,883 bytesevals/evals.jsonasset · 2,949 bytesskill-card.mddoc · 3,453 bytesskill.oms.sigasset · 21,821 bytes
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