azure-cyclecloud
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npx mdskill add MicrosoftDocs/Agent-Skills/azure-cyclecloudProvides expert guidance for Azure CycleCloud development and automation
- Solves problems related to HPC cluster management, autoscaling, and security
- Leverages CycleCloud API/CLI, Slurm, and Azure integration tools
- Uses best practices, design patterns, and troubleshooting strategies
- Delivers actionable recommendations and code examples for deployment
SKILL.md
.github/skills/azure-cyclecloudView on GitHub ↗
--- name: azure-cyclecloud description: Expert knowledge for Azure CycleCloud development including troubleshooting, best practices, decision making, architecture & design patterns, security, configuration, integrations & coding patterns, and deployment. Use when automating CycleCloud via API/CLI, managing Slurm/HPC clusters, tuning autoscaling, or securing access/SSL, and other Azure CycleCloud related development tasks. Not for Azure Batch (use azure-batch), Azure HPC Cache (use azure-hpc-cache), Azure Virtual Machines (use azure-virtual-machines). compatibility: Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation. metadata: generated_at: "2026-06-07" generator: "docs2skills/1.0.0" --- # Azure CycleCloud Skill This skill provides expert guidance for Azure CycleCloud. Covers troubleshooting, best practices, decision making, architecture & design patterns, security, configuration, integrations & coding patterns, and deployment. It combines local quick-reference content with remote documentation fetching capabilities. ## How to Use This Skill > **IMPORTANT for Agent**: Use the **Category Index** below to locate relevant sections. For categories with line ranges (e.g., `L35-L120`), use `read_file` with the specified lines. For categories with file links (e.g., `[security.md](security.md)`), use `read_file` on the linked reference file > **IMPORTANT for Agent**: If `metadata.generated_at` is more than 3 months old, suggest the user pull the latest version from the repository. If `mcp_microsoftdocs` tools are not available, suggest the user install it: [Installation Guide](https://github.com/MicrosoftDocs/mcp/blob/main/README.md) This skill requires **network access** to fetch documentation content: - **Preferred**: Use `mcp_microsoftdocs:microsoft_docs_fetch` with query string `from=learn-agent-skill`. Returns Markdown. - **Fallback**: Use `fetch_webpage` with query string `from=learn-agent-skill&accept=text/markdown`. Returns Markdown. ## Category Index | Category | Lines | Description | |----------|-------|-------------| | Troubleshooting | L36-L42 | Troubleshooting CycleCloud errors, node startup failures, and locating/analyzing server/node log files to diagnose and resolve deployment or runtime issues. | | Best Practices | L43-L47 | Guidance for configuring and tuning Azure HB/HC-series HPC VMs in CycleCloud, including networking, storage, MPI, BIOS, and performance best practices. | | Decision Making | L48-L55 | Guidance on VM placement/availability sets, choosing custom images, planning migration from CycleCloud 7, and using Spot VMs for cost-effective, resilient CycleCloud clusters. | | Architecture & Design Patterns | L56-L60 | Architectural guidance for designing, deploying, and operating resilient, scalable multi‑region Azure HPC clusters with CycleCloud, including networking, failover, and regional topology patterns. | | Security | L61-L75 | Securing CycleCloud: auth methods (Entra, service principals, managed identities), SSL, SSH/Bastion access, SELinux, and network security for clusters, nodes, and the web portal | | Configuration | L76-L120 | Designing and tuning CycleCloud clusters: template structure, nodes, networking, storage, autoscaling, security, proxies, events, CLI, and node initialization (cluster-init/cloud-init/Jetpack). | | Integrations & Coding Patterns | L121-L141 | APIs, CLI, and Python client for automating CycleCloud, plus patterns to integrate schedulers (Slurm, Grid Engine, HTCondor, LSF, OpenPBS, HPC Pack), NFS, OOD, Prometheus/Grafana, and Event Grid | | Deployment | L142-L153 | Installing, upgrading, and deploying Azure CycleCloud and Slurm workspaces (CLI/ARM/containers), plus planning production setups and moving cluster resources between resource groups. | ### Troubleshooting | Topic | URL | |-------|-----| | Interpret and resolve common Azure CycleCloud error messages | https://learn.microsoft.com/en-us/azure/cyclecloud/error-messages?view=cyclecloud-8 | | Diagnose and report Azure CycleCloud node startup issues | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/report-issues?view=cyclecloud-8 | | Locate Azure CycleCloud server and node log files | https://learn.microsoft.com/en-us/azure/cyclecloud/log-locations?view=cyclecloud-8 | ### Best Practices | Topic | URL | |-------|-----| | Apply HB/HC VM best practices in Azure CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/hb-hc-best-practices?view=cyclecloud-8 | ### Decision Making | Topic | URL | |-------|-----| | Choose VM placement models and availability sets in CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/availability-sets?view=cyclecloud-8 | | Select and configure custom images for CycleCloud clusters | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/create-custom-image?view=cyclecloud-8 | | Plan migration for Azure CycleCloud 7 retirement | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/cyclecloud7-retirement-guide?view=cyclecloud-8 | | Use Spot VMs effectively in Azure CycleCloud clusters | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/use-spot-instances?view=cyclecloud-8 | ### Architecture & Design Patterns | Topic | URL | |-------|-----| | Design and deploy multi‑region Azure HPC clusters | https://learn.microsoft.com/en-us/azure/cyclecloud/concepts/multi-region-cluster-deployment?view=cyclecloud-8 | ### Security | Topic | URL | |-------|-----| | Apply security best practices for Azure CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/concepts/security-best-practices?view=cyclecloud-8 | | SSH to CycleCloud login nodes via Azure Bastion | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/ccws/connect-to-login-node-with-bastion?view=cyclecloud-8 | | Access the CycleCloud portal securely through Bastion | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/ccws/connect-to-portal-with-bastion?view=cyclecloud-8 | | Create Entra app registration for Azure CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/create-app-registration?view=cyclecloud-8 | | Configure managed identities for Azure CycleCloud clusters | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/managed-identities?view=cyclecloud-8 | | Configure network security for Azure CycleCloud nodes | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/network-security?view=cyclecloud-8 | | Configure SELinux for Azure CycleCloud-managed Linux nodes | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/selinux?view=cyclecloud-8 | | Use Azure service principals with CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/service-principals?view=cyclecloud-8 | | Configure SSL certificates for Azure CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/ssl-configuration?view=cyclecloud-8 | | Configure user authentication for Azure CycleCloud clusters | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/user-access?view=cyclecloud-8 | | Configure user authentication methods in Azure CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/user-authentication?view=cyclecloud-8 | ### Configuration | Topic | URL | |-------|-----| | Configure cluster-init specs and lockers in CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/cluster-references/cluster-init-reference?view=cyclecloud-8 | | Configure the [cluster] section in CycleCloud templates | https://learn.microsoft.com/en-us/azure/cyclecloud/cluster-references/cluster-reference?view=cyclecloud-8 | | Understand Azure CycleCloud cluster template structure | https://learn.microsoft.com/en-us/azure/cyclecloud/cluster-references/cluster-template-reference?view=cyclecloud-8 | | Configure Azure CycleCloud cluster configuration objects | https://learn.microsoft.com/en-us/azure/cyclecloud/cluster-references/configuration-reference?view=cyclecloud-8 | | Define Azure CycleCloud environment objects in templates | https://learn.microsoft.com/en-us/azure/cyclecloud/cluster-references/environment-reference?view=cyclecloud-8 | | Configure input endpoints and NSG rules in CycleCloud templates | https://learn.microsoft.com/en-us/azure/cyclecloud/cluster-references/input-endpoint-reference?view=cyclecloud-8 | | Configure network-interface objects in CycleCloud templates | https://learn.microsoft.com/en-us/azure/cyclecloud/cluster-references/network-interface-reference?view=cyclecloud-8 | | Configure nodes and nodearrays in CycleCloud templates | https://learn.microsoft.com/en-us/azure/cyclecloud/cluster-references/node-nodearray-reference?view=cyclecloud-8 | | Use NodeRef objects in CycleCloud cluster templates | https://learn.microsoft.com/en-us/azure/cyclecloud/cluster-references/noderef-reference?view=cyclecloud-8 | | Configure parameters in Azure CycleCloud cluster templates | https://learn.microsoft.com/en-us/azure/cyclecloud/cluster-references/parameter-reference?view=cyclecloud-8 | | Apply special parameter parsing in CycleCloud templates | https://learn.microsoft.com/en-us/azure/cyclecloud/cluster-references/special-parsing?view=cyclecloud-8 | | Configure volume objects in Azure CycleCloud templates | https://learn.microsoft.com/en-us/azure/cyclecloud/cluster-references/volume-reference?view=cyclecloud-8 | | Configure cycle_server.properties for Azure CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/cycleserver-configuration-reference?view=cyclecloud-8 | | Configure CycleCloud node events and Event Grid routing | https://learn.microsoft.com/en-us/azure/cyclecloud/events?view=cyclecloud-8 | | Configure managed disk volumes in Azure CycleCloud templates | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/add-disk?view=cyclecloud-8 | | Configure node arrays and scaling behavior in CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/add-node-array?view=cyclecloud-8 | | Backup and restore Azure CycleCloud application data | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/backup-and-restore?view=cyclecloud-8 | | Use cloud-init scripts in Azure CycleCloud templates | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/cloud-init?view=cyclecloud-8 | | Define and customize Azure CycleCloud cluster templates | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/cluster-templates?view=cyclecloud-8 | | Configure Azure networking for CycleCloud clusters | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/configuration?view=cyclecloud-8 | | Configure autoscaling policies for Azure CycleCloud clusters | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/configure-autoscaling?view=cyclecloud-8 | | Configure SSH/RDP access to Azure CycleCloud nodes | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/connect-to-node?view=cyclecloud-8 | | Configure environment resources with ARM in CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/environments?view=cyclecloud-8 | | Configure VMSS Flex orchestration in Azure CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/flex-scalesets?view=cyclecloud-8 | | Configure VM health checks and remediation in CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/healthcheck?view=cyclecloud-8 | | Install and configure the Azure CycleCloud CLI | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/install-cyclecloud-cli?view=cyclecloud-8 | | Manually install Jetpack on Azure CycleCloud VMs | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/install-jetpack?view=cyclecloud-8 | | Configure keep-alive settings to prevent node termination | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/keep-alive?view=cyclecloud-8 | | Configure alerts and logging for Azure CycleCloud clusters | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/monitor-clusters?view=cyclecloud-8 | | Configure automatic volume mountpoints in CycleCloud nodes | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/mount-disk?view=cyclecloud-8 | | Configure NFS mounts and shares in Azure CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/mount-fileserver?view=cyclecloud-8 | | Run multiple Azure CycleCloud instances on one host | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/multiple-installs?view=cyclecloud-8 | | Configure CycleCloud projects and specs for node setup | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/projects?view=cyclecloud-8 | | Configure return proxy and SSH tunneling for CycleCloud nodes | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/return-proxy?view=cyclecloud-8 | | Configure web proxy settings for Azure CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/running-behind-proxy?view=cyclecloud-8 | | Run Azure CycleCloud in locked-down networks | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/running-in-locked-down-network?view=cyclecloud-8 | | Handle Azure Scheduled Events in CycleCloud nodes | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/scheduled-events?view=cyclecloud-8 | | Configure project and user blob storage and lockers in CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/storage-blobs?view=cyclecloud-8 | | Use and customize Azure CycleCloud node tags | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/tag-nodes?view=cyclecloud-8 | | Customize Azure CycleCloud UI theming with CSS | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/theming?view=cyclecloud-8 | | Configure Jetpack for Azure CycleCloud cluster nodes | https://learn.microsoft.com/en-us/azure/cyclecloud/jetpack?view=cyclecloud-8 | ### Integrations & Coding Patterns | Topic | URL | |-------|-----| | Call Azure CycleCloud REST API operations and resources | https://learn.microsoft.com/en-us/azure/cyclecloud/api?view=cyclecloud-8 | | Manage Azure CycleCloud with the CLI commands | https://learn.microsoft.com/en-us/azure/cyclecloud/cli?view=cyclecloud-8 | | Author and use Chef cookbooks in Azure CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/cookbook-reference?view=cyclecloud-8 | | Set up Grid Engine scheduler integration in CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/gridengine?view=cyclecloud-8 | | Configure Slurm cloud bursting with Azure CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/bursting/slurm-cloud-bursting-setup?view=cyclecloud-8 | | Configure Open OnDemand for CycleCloud Slurm clusters | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/ccws/configure-open-ondemand?view=cyclecloud-8 | | Create a simple NFS file server for CycleCloud clusters | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/create-fileserver?view=cyclecloud-8 | | Integrate Azure CycleCloud events with Event Grid | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/event-grid?view=cyclecloud-8 | | Integrate Prometheus and Azure Managed Grafana with CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/monitor-cyclecloud-cluster-using-prometheus-grafana?view=cyclecloud-8 | | Use the Azure CycleCloud REST API for cluster automation | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/use-rest-api?view=cyclecloud-8 | | Configure Microsoft HPC Pack integration with CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/hpcpack?view=cyclecloud-8 | | Configure HTCondor scheduler clusters in Azure CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/htcondor?view=cyclecloud-8 | | Connect IBM Spectrum LSF to Azure CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/lsf?view=cyclecloud-8 | | Configure OpenPBS scheduler clusters in Azure CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/openpbs?view=cyclecloud-8 | | Use the Azure CycleCloud Python API client | https://learn.microsoft.com/en-us/azure/cyclecloud/python-api?view=cyclecloud-8 | | Use Slurm 3.0+ features in Azure CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/slurm-3?view=cyclecloud-8 | | Integrate Slurm scheduler with Azure CycleCloud clusters | https://learn.microsoft.com/en-us/azure/cyclecloud/slurm?view=cyclecloud-8 | ### Deployment | Topic | URL | |-------|-----| | Download and import CycleCloud cluster projects and templates | https://learn.microsoft.com/en-us/azure/cyclecloud/download-cluster-templates?view=cyclecloud-8 | | Deploy CycleCloud Workspace for Slurm using Azure CLI | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/ccws/deploy-with-cli?view=cyclecloud-8 | | Plan CycleCloud Workspace for Slurm deployment | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/ccws/plan-your-deployment?view=cyclecloud-8 | | Deploy Azure CycleCloud using ARM templates | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/install-arm?view=cyclecloud-8 | | Manually install and upgrade Azure CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/install-manual?view=cyclecloud-8 | | Move Azure CycleCloud cluster resources between groups | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/move-resource-group?view=cyclecloud-8 | | Plan a production-ready Azure CycleCloud deployment | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/plan-prod-deployment?view=cyclecloud-8 | | Run Azure CycleCloud in Azure Container Instances | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/run-in-container?view=cyclecloud-8 | | Upgrade or migrate Azure CycleCloud installations | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/upgrade-and-migrate?view=cyclecloud-8 |
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