microsoft-foundry
jonathan-vella/apex-localops
Deploy, evaluate, fine-tune, and manage Foundry agents end-to-end with azd: hosted agent scaffold/run/deploy, prompt agent create, batch eval, continuous eval, prompt optimizer, Agent Optimizer scaffold, agent.yaml, dataset curation from traces, model fine-tuning (SFT/DPO/RFT). USE FOR: azd ai agent, azd provision/deploy, deploy agent, hosted agent, create agent, add tool to agent, invoke agent, evaluate agent, continuous eval, continuous monitoring, optimize prompt, improve prompt, optimize agent instructions, agent optimizer, deploy model, Foundry project, RBAC, role assignment, permissions, quota, capacity, region, troubleshoot agent, deployment failure, AI Services, create Foundry resource, provision, knowledge index, customize deployment, onboard, availability, fine-tune, SFT, DPO, RFT, training-data, grader, distillation, fine-tuned model, large file upload. DO NOT USE FOR: Azure Functions, App Service, general Azure deploy (use azure-deploy), general Azure prep (use azure-prepare).
aksarc-on-azure-local
jonathan-vella/apex-localops
**WORKFLOW SKILL** — Plan, create, and operate AKS (Arc) clusters on Azure Local: requirements, create via portal/CLI/API, node pools & autoscaling, upgrades, networking, storage, security/identity, and monitoring. WHEN: "AKS on Azure Local", "AKS Arc", "create AKS cluster Azure Local", "Kubernetes on Azure Local", "AKS hybrid", "node pool Azure Local", "autoscale AKS Arc", "upgrade AKS Arc cluster". USE FOR: AKS cluster lifecycle on Azure Local. DO NOT USE FOR: AKS in Azure cloud (use azure-kubernetes), model serving on AKS (use airunway-aks-setup).
azlocal-deploy
jonathan-vella/apex-localops
**WORKFLOW SKILL** — Deploy an Azure Local instance via Azure portal or ARM template: prerequisites, software download, OS install, Arc registration, and cloud deployment. WHEN: "deploy Azure Local", "install Azure Local", "Azure Local deployment", "deploy via portal", "Azure Local ARM template", "register Azure Local with Arc", "download Azure Local software". USE FOR: running a fresh Azure Local 23H2+ deployment end to end. DO NOT USE FOR: planning/sizing (use azlocal-plan-size), SFF edge devices (use azlocal-sff), AKS clusters (use aksarc-on-azure-local).
azlocal-sff
jonathan-vella/apex-localops
**WORKFLOW SKILL** — Deploy and operate Azure Local Small Form Factor (SFF) for ruggedized/edge single-host scenarios: subscription setup, install (incl. in a VM), connect via portal, run containerized/GPU workloads, and troubleshoot. WHEN: "Azure Local small form factor", "SFF Azure Local", "ruggedized Azure Local", "edge single host Azure Local", "SFF install", "SFF in a VM", "SFF configurator app", "SFF containerized workloads". USE FOR: SFF edge/single-host evaluation and operation. DO NOT USE FOR: multi-node cluster deployment (use azlocal-deploy).
azlocal-troubleshoot
jonathan-vella/apex-localops
**ANALYSIS SKILL** — Troubleshoot Azure Local deployment, registration, and update failures: collect logs, use the diagnostic support tools, and open support. WHEN: "troubleshoot Azure Local", "Azure Local deployment failed", "collect logs Azure Local", "Azure Local registration issue", "deployment validation failed", "diagnostic support tool", "update failed Azure Local", "Configurator app issue". USE FOR: diagnosing Azure Local infrastructure failures. DO NOT USE FOR: tenant app/Kubernetes debugging (use azure-diagnostics).
azlocal-vm-management
jonathan-vella/apex-localops
**WORKFLOW SKILL** — Create and manage Arc VMs on Azure Local (single or at scale via Bicep): VM images, logical networks, NICs, GPU (DDA/partitioning), and Trusted Launch. WHEN: "create Azure Local VM", "create Azure Local VMs at scale", "Azure Local VM Bicep", "deploy multiple Azure Local VMs", "Arc VM Azure Local", "manage Azure Local VMs", "Azure Local VM image", "attach GPU Azure Local", "GPU partitioning Azure Local", "Trusted Launch Azure Local", "VM extensions Azure Local". USE FOR: Arc VM lifecycle and at-scale Bicep VM deployment on an Azure Local instance. DO NOT USE FOR: cluster networking design (use azlocal-networking), choosing a workload type (use azlocal-workloads).
