Azure cyclecloud
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, configuring Slurm/HTCondor clusters, tuning HB/HC VMs, or securing access, 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), Azure Kubernetes Service (AKS) (use azure-kubernetes-service).From its SKILL.md
npx -y skills add MicrosoftDocs/Agent-Skills --skill azure-cyclecloudAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
SKILL.md
18.0 KB, ~4.1k tokens by cl100k_base, as published. Nobody here has run it
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), useread_filewith the specified lines. For categories with file links (e.g.,[security.md](security.md)), useread_fileon the linked reference file
IMPORTANT for Agent: If
metadata.generated_atis more than 3 months old, suggest the user pull the latest version from the repository. Ifmcp_microsoftdocstools are not available, suggest the user install it: Installation Guide
This skill requires network access to fetch documentation content:
- Preferred: Use
mcp_microsoftdocs:microsoft_docs_fetchwith query stringfrom=learn-agent-skill. Returns Markdown. - Fallback: Use
fetch_webpagewith query stringfrom=learn-agent-skill&accept=text/markdown. Returns Markdown.
Category Index
| Category | Lines | Description |
|---|---|---|
| Troubleshooting | L36-L43 | Diagnosing and fixing CycleCloud errors, unhealthy VMs, and cluster/node startup issues, plus finding and using diagnostic logs for deeper troubleshooting. |
| Best Practices | L44-L48 | Tuning CycleCloud clusters on HB/HC series: VM sizing, network and storage optimization, MPI/HPC performance tweaks, and cost/performance best practices. |
| Decision Making | L49-L58 | Guidance on planning/migrating CycleCloud clusters and workspaces, choosing Spot VMs, and understanding licensing, usage, and servicing policies for Azure CycleCloud. |
| Architecture & Design Patterns | L59-L64 | Designing resilient multi‑region CycleCloud HPC clusters and choosing VM placement strategies (single-zone, multi-zone, regional) for performance, availability, and cost optimization. |
| Security | L65-L79 | Securing CycleCloud: auth (Entra, service principals, managed identities), SSL, SSH/Bastion access, SELinux, telemetry/data usage, and portal/cluster user authentication setup. |
| Configuration | L80-L128 | Designing and configuring CycleCloud clusters: templates, nodes, networking, storage, autoscaling, images, events, monitoring, proxies, security, and deployment/CLI setup. |
| Integrations & Coding Patterns | L129-L148 | APIs, CLI, and Python SDK for automating CycleCloud, plus configuring and integrating schedulers (Slurm, Grid Engine, HTCondor, LSF, OpenPBS, HPC Pack), monitoring, and Event Grid. |
| Deployment | L149-L158 | Deploying and operating CycleCloud: installing via ARM/CLI/ACI, planning production setups, importing templates, moving cluster resources, and safely upgrading or migrating installations. |
Troubleshooting
| Topic | URL |
|---|---|
| Resolve common Azure CycleCloud error messages | https://learn.microsoft.com/en-us/azure/cyclecloud/error-messages?view=cyclecloud-8 |
| Use CycleCloud HealthCheck services to manage unhealthy VMs | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/healthcheck?view=cyclecloud-8 |
| Diagnose and report Azure CycleCloud cluster and node startup issues | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/report-issues?view=cyclecloud-8 |
| Locate Azure CycleCloud diagnostic log files | https://learn.microsoft.com/en-us/azure/cyclecloud/log-locations?view=cyclecloud-8 |
Best Practices
| Topic | URL |
|---|---|
| Optimize CycleCloud clusters on HB/HC series VMs | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/hb-hc-best-practices?view=cyclecloud-8 |
Decision Making
| Topic | URL |
|---|---|
| Plan and size Azure CycleCloud HPC clusters | https://learn.microsoft.com/en-us/azure/cyclecloud/concepts/plan-and-size-hpc-clusters?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 |
| Plan migration for Azure CycleCloud 7 retirement | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/cyclecloud7-retirement-guide?view=cyclecloud-8 |
| Decide when and how to use Spot VMs in Azure CycleCloud | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/use-spot-instances?view=cyclecloud-8 |
| Apply Azure CycleCloud licensing and usage terms | https://learn.microsoft.com/en-us/azure/cyclecloud/licensing?view=cyclecloud-8 |
| Understand Azure CycleCloud servicing policy | https://learn.microsoft.com/en-us/azure/cyclecloud/service-policy?view=cyclecloud-8 |
Architecture & Design Patterns
| Topic | URL |
|---|---|
| Design and operate multi‑region Azure CycleCloud HPC clusters | https://learn.microsoft.com/en-us/azure/cyclecloud/concepts/multi-region-cluster-deployment?view=cyclecloud-8 |
| Choose VM placement models for CycleCloud clusters | https://learn.microsoft.com/en-us/azure/cyclecloud/how-to/availability-sets?view=cyclecloud-8 |
Security
Configuration
Integrations & Coding Patterns
Deployment
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.