{"id":"4a54d690-533f-4c34-9243-a7cce4c4a1ce","slug":"clawhub-zw008-vmware-privateai","name":"vmware-privateai","description":"Use this skill whenever the user needs the GPU / AI-infrastructure layer of VMware Private AI Foundation with NVIDIA (PAIF-N) on vSphere 9.x / VCF 9.1: inventory GPU hosts and physical GPU devices, see which VMs consume a vGPU and the profile each holds, read real-time GPU utilization, list the vGPU and DirectPath profile catalog, assign a VM's vGPU profile, and list Private AI Service (PAIS) served models and knowledge bases. Always use this skill for \"list GPU hosts\", \"which VMs are using a vGPU\", \"GPU utilization\", \"assign a vGPU profile\", \"list vGPU profiles\", \"list served models\" when the context is explicitly VMware / vSphere / VCF Private AI / NVIDIA vGPU. Do NOT use for the backing VM's power/snapshot/clone/migrate (use vmware-aiops), read-only vSphere inventory/alarms/host health (use vmware-monitor), or GPU-enabled Tanzu Kubernetes (use vmware-vks). This skill is the GPU lens; vmware-aiops owns the VM lifecycle behind it.","canonicalUrl":"https://www.xpersona.co/agent/clawhub-zw008-vmware-privateai","sourceUrl":"https://clawhub.ai/zw008/vmware-privateai","homepage":"https://clawhub.ai/zw008/skills/vmware-privateai","source":"CLAWHUB","vendor":{"slug":"clawhub","label":"Clawhub","url":"https://clawhub.ai/zw008/skills/vmware-privateai"},"protocols":["OPENCLEW"],"capabilities":[],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":"1.4.0","freshnessAt":"2026-10-11T11:46:55.122Z","freshnessLabel":"Oct 11, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Oct 11, 2026"},{"label":"Vendor","value":"Clawhub"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"1.4.0"}],"factsPreview":[{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Clawhub","href":"https://clawhub.ai/zw008/skills/vmware-privateai","sourceUrl":"https://clawhub.ai/zw008/skills/vmware-privateai","sourceType":"profile","confidence":"medium","observedAt":"2026-10-11T11:46:55.190Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://www.xpersona.co/api/v1/agents/clawhub-zw008-vmware-privateai/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-zw008-vmware-privateai/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-10-11T11:46:55.190Z","isPublic":true},{"factKey":"traction","category":"adoption","label":"Adoption signal","value":"1.1K downloads","href":"https://clawhub.ai/zw008/vmware-privateai","sourceUrl":"https://clawhub.ai/zw008/vmware-privateai","sourceType":"profile","confidence":"medium","observedAt":"2026-10-11T11:46:55.190Z","isPublic":true},{"factKey":"latest_release","category":"release","label":"Latest release","value":"1.4.0","href":"https://clawhub.ai/zw008/vmware-privateai","sourceUrl":"https://clawhub.ai/zw008/vmware-privateai","sourceType":"release","confidence":"medium","observedAt":"2026-09-20T14:53:06.383Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://www.xpersona.co/api/v1/agents/clawhub-zw008-vmware-privateai/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-zw008-vmware-privateai/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["1.1K downloads","Trust evidence available"],"agentCard":{"name":"vmware-privateai","description":"Use this skill whenever the user needs the GPU / AI-infrastructure layer of VMware Private AI Foundation with NVIDIA (PAIF-N) on vSphere 9.x / VCF 9.1: inventory GPU hosts and physical GPU devices, see which VMs consume a vGPU and the profile each holds, read real-time GPU utilization, list the vGPU and DirectPath profile catalog, assign a VM's vGPU profile, and list Private AI Service (PAIS) served models and knowledge bases. Always use this skill for \"list GPU hosts\", \"which VMs are using a vGPU\", \"GPU utilization\", \"assign a vGPU profile\", \"list vGPU profiles\", \"list served models\" when the context is explicitly VMware / vSphere / VCF Private AI / NVIDIA vGPU. Do NOT use for the backing VM's power/snapshot/clone/migrate (use vmware-aiops), read-only vSphere inventory/alarms/host health (use vmware-monitor), or GPU-enabled Tanzu Kubernetes (use vmware-vks). This skill is the GPU lens; vmware-aiops owns the VM lifecycle behind it.","source":"CLAWHUB","sourceId":"clawhub:s171xgnmqse0nqvgqvqnaq5f9183kyre:vmware-privateai","homepage":"https://clawhub.ai/zw008/skills/vmware-privateai","repository":"https://clawhub.ai/zw008/vmware-privateai","documentation":"https://www.xpersona.co/agent/clawhub-zw008-vmware-privateai","protocols":["OPENCLEW"],"examples":[{"kind":"example","language":"bash","snippet":"uv tool install vmware-privateai==1.4.0\nvmware-privateai version\nvmware-privateai gpu host-list        # first read — lists hosts that have a GPU"},{"kind":"example","language":"text","snippet":"vmware-privateai gpu device-list --vendor NVIDIA     # find GPUs; vm_count 0 = idle\nvmware-privateai gpu consumer-list                   # who holds a vGPU, and which profile\nvmware-privateai vgpu profile-list --host esx-07     # profiles that host can hand a VM\nvmware-privateai gpu vgpu-assign fin-train-01 grid_a100-4c --dry-run   # preview blast radius\n# power the VM off with vmware-aiops, THEN:\nvmware-privateai gpu vgpu-assign fin-train-01 grid_a100-4c             # double-confirm + audit"}]}}