Skip to content
LiveNew tools this week
Submit
AIMarketly
azure-batch logo

azure-batch

Expert knowledge for Azure Batch development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when configuring Batch pools, autoscale, containers, MPI jobs, App...

MicrosoftDocs/Agent-Skills0installs770stars

SKILL.md

Full skill instructions

Azure Batch Skill

This skill provides expert guidance for Azure Batch. Covers troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, 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

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

CategoryLinesDescription
TroubleshootingL37-L43Diagnosing and fixing Azure Batch job, task, pool, and node errors, including failure patterns, error codes, and best practices for handling and recovering from failures.
Best PracticesL44-L57Guidance on designing efficient, secure, and performant Azure Batch solutions, including scheduling, dependencies, concurrency, output persistence, rendering workloads, and large-scale job/​task optimization.
Decision MakingL58-L69Guidance on choosing VM sizes, images, Spot and ephemeral disks, and planning/​migrating pools (custom images, Compute Gallery, comms model) to optimize Azure Batch performance and cost.
Architecture & Design PatternsL70-L75Architectures and best practices for bursting on-prem render farms to Azure Batch, including storage layout, data movement patterns, and performance-optimized rendering workflows.
Limits & QuotasL76-L81Azure Batch account-level limits, default and adjustable quotas, and how to view, manage, and request quota increases using .NET and the Azure portal.
SecurityL82-L100Securing Batch accounts and pools: identity (Entra ID, managed identities, RBAC), keys/​certs rotation, encryption, private endpoints/​network perimeters, Key Vault, and Azure Policy governance.
ConfigurationL101-L133Configuring Azure Batch pools, nodes, and tasks: autoscale, OS upgrades, networking, storage mounts, containers, diagnostics events, metrics/​logs, and secure task/​user environments.
Integrations & Coding PatternsL134-L147Client SDKs, CLIs, and patterns for integrating with Azure Batch: managing pools/​tasks, containers, MPI, storing task output, and monitoring with Application Insights.
DeploymentL148-L152Deploying Azure Batch workloads using Azure Pipelines and CLI templates, including end-to-end job setup, automation, and integration into CI/​CD workflows.

Troubleshooting

TopicURL
Diagnose and handle Azure Batch job and task errorshttps://learn.microsoft.com/en-us/azure/batch/batch-job-task-error-checking
Troubleshoot Azure Batch pool and node errorshttps://learn.microsoft.com/en-us/azure/batch/batch-pool-node-error-checking
Diagnose and handle Azure Batch task errorshttps://learn.microsoft.com/en-us/azure/batch/error-handling

Best Practices

TopicURL
Design efficient Azure Batch list querieshttps://learn.microsoft.com/en-us/azure/batch/batch-efficient-list-queries
Use job prep and release tasks in Azure Batchhttps://learn.microsoft.com/en-us/azure/batch/batch-job-prep-release
Schedule Azure Batch jobs for efficiency and priorityhttps://learn.microsoft.com/en-us/azure/batch/batch-job-schedule
Run concurrent tasks on Azure Batch nodeshttps://learn.microsoft.com/en-us/azure/batch/batch-parallel-node-tasks
Use Azure Batch capabilities for rendering workloadshttps://learn.microsoft.com/en-us/azure/batch/batch-rendering-functionality
Configure task dependencies for Azure Batch jobshttps://learn.microsoft.com/en-us/azure/batch/batch-task-dependencies
Persist Azure Batch task and job output data safelyhttps://learn.microsoft.com/en-us/azure/batch/batch-task-output
Apply performance best practices for Azure Batchhttps://learn.microsoft.com/en-us/azure/batch/best-practices
Optimize Azure Batch jobs with large task countshttps://learn.microsoft.com/en-us/azure/batch/large-number-tasks
Apply security best practices to Azure Batchhttps://learn.microsoft.com/en-us/azure/batch/security-best-practices

Decision Making

TopicURL
Migrate Batch custom image pools to Compute Galleryhttps://learn.microsoft.com/en-us/azure/batch/batch-custom-image-pools-to-azure-compute-gallery-migration-guide
Choose and migrate custom images for Azure Batch poolshttps://learn.microsoft.com/en-us/azure/batch/batch-custom-images
Select compute-intensive and GPU VM sizes for Batchhttps://learn.microsoft.com/en-us/azure/batch/batch-pool-compute-intensive-sizes
Choose Azure Batch VM sizes and imageshttps://learn.microsoft.com/en-us/azure/batch/batch-pool-vm-sizes
Plan and migrate Azure Batch pools to new node communication modelhttps://learn.microsoft.com/en-us/azure/batch/batch-pools-to-simplified-compute-node-communication-model-migration-guide
Decide when to run Azure Batch workloads on Spot VMshttps://learn.microsoft.com/en-us/azure/batch/batch-spot-vms
Decide when to use ephemeral OS disks in Azure Batchhttps://learn.microsoft.com/en-us/azure/batch/create-pool-ephemeral-os-disk
Plan and manage Azure Batch costs effectivelyhttps://learn.microsoft.com/en-us/azure/batch/plan-to-manage-costs

Architecture & Design Patterns

TopicURL
Reference architectures for bursting render farms to Azure Batchhttps://learn.microsoft.com/en-us/azure/batch/batch-rendering-architectures
Design storage and data movement for Azure Batch renderinghttps://learn.microsoft.com/en-us/azure/batch/batch-rendering-storage-data-movement

Limits & Quotas

TopicURL
Manage Azure Batch accounts and quotas with .NEThttps://learn.microsoft.com/en-us/azure/batch/batch-management-dotnet
Review Azure Batch service quotas and limitshttps://learn.microsoft.com/en-us/azure/batch/batch-quota-limit

Security

TopicURL
Rotate shared keys for Azure Batch accountshttps://learn.microsoft.com/en-us/azure/batch/account-key-rotation
Enable automatic certificate rotation in Azure Batch poolshttps://learn.microsoft.com/en-us/azure/batch/automatic-certificate-rotation
Authenticate Azure Batch apps with Entra IDhttps://learn.microsoft.com/en-us/azure/batch/batch-aad-auth
Secure Azure Batch Management with Entra IDhttps://learn.microsoft.com/en-us/azure/batch/batch-aad-auth-management
Encrypt Azure Batch data with customer-managed keyshttps://learn.microsoft.com/en-us/azure/batch/batch-customer-managed-key
Configure Azure RBAC roles for Azure Batchhttps://learn.microsoft.com/en-us/azure/batch/batch-role-based-access-control
Securely access Azure Key Vault from Batch poolshttps://learn.microsoft.com/en-us/azure/batch/credential-access-key-vault
Configure disk encryption for Azure Batch poolshttps://learn.microsoft.com/en-us/azure/batch/disk-encryption
Manage Azure Batch private endpoint connectionshttps://learn.microsoft.com/en-us/azure/batch/manage-private-endpoint-connections
Configure user-assigned managed identities on Azure Batch poolshttps://learn.microsoft.com/en-us/azure/batch/managed-identity-pools
Associate Azure Batch accounts with network security perimetershttps://learn.microsoft.com/en-us/azure/batch/network-security-perimeter
Use built-in Azure Policy definitions for Azure Batch governancehttps://learn.microsoft.com/en-us/azure/batch/policy-reference
Configure Azure Batch private endpoints with Private Linkhttps://learn.microsoft.com/en-us/azure/batch/private-connectivity
Configure public network access for Azure Batch accountshttps://learn.microsoft.com/en-us/azure/batch/public-network-access
Use Azure Policy compliance controls for Batchhttps://learn.microsoft.com/en-us/azure/batch/security-controls-policy

Configuration

TopicURL
Reference for Azure Batch analytics events and alertshttps://learn.microsoft.com/en-us/azure/batch/batch-analytics
Configure autoscale formulas for Azure Batch poolshttps://learn.microsoft.com/en-us/azure/batch/batch-automatic-scaling
Use Azure Batch task runtime environment variableshttps://learn.microsoft.com/en-us/azure/batch/batch-compute-node-environment-variables
Configure task-level container isolation in Azure Batchhttps://learn.microsoft.com/en-us/azure/batch/batch-container-isolation-task
Configure and use NVMe temporary disks on Azure Batch nodeshttps://learn.microsoft.com/en-us/azure/batch/batch-nvme-temporary
Understand Azure Batch pool autoscale diagnostic eventhttps://learn.microsoft.com/en-us/azure/batch/batch-pool-autoscale-event
Understand Azure Batch pool create diagnostic event schemahttps://learn.microsoft.com/en-us/azure/batch/batch-pool-create-event
Understand Azure Batch pool delete complete diagnostic eventhttps://learn.microsoft.com/en-us/azure/batch/batch-pool-delete-complete-event
Understand Azure Batch pool delete start diagnostic eventhttps://learn.microsoft.com/en-us/azure/batch/batch-pool-delete-start-event
Understand Azure Batch pool resize complete diagnostic eventhttps://learn.microsoft.com/en-us/azure/batch/batch-pool-resize-complete-event
Understand Azure Batch pool resize start diagnostic eventhttps://learn.microsoft.com/en-us/azure/batch/batch-pool-resize-start-event
Update configuration properties of Azure Batch poolshttps://learn.microsoft.com/en-us/azure/batch/batch-pool-update-properties
Understand Azure Batch task complete diagnostic eventhttps://learn.microsoft.com/en-us/azure/batch/batch-task-complete-event
Understand Azure Batch task fail diagnostic eventhttps://learn.microsoft.com/en-us/azure/batch/batch-task-fail-event
Understand Azure Batch task schedule fail diagnostic eventhttps://learn.microsoft.com/en-us/azure/batch/batch-task-schedule-fail-event
Understand Azure Batch task start diagnostic eventhttps://learn.microsoft.com/en-us/azure/batch/batch-task-start-event
Configure Auto OS Upgrade for Azure Batch poolshttps://learn.microsoft.com/en-us/azure/batch/batch-upgrade-policy
Configure Azure Batch task user accounts securelyhttps://learn.microsoft.com/en-us/azure/batch/batch-user-accounts
Provision Azure Batch pools in virtual networkshttps://learn.microsoft.com/en-us/azure/batch/batch-virtual-network
Create Azure Batch pools across availability zoneshttps://learn.microsoft.com/en-us/azure/batch/create-pool-availability-zones
Configure and monitor extensions on Azure Batch poolshttps://learn.microsoft.com/en-us/azure/batch/create-pool-extensions
Create Azure Batch pools with static public IP addresseshttps://learn.microsoft.com/en-us/azure/batch/create-pool-public-ip
Reference monitoring metrics and logs for Azure Batchhttps://learn.microsoft.com/en-us/azure/batch/monitor-batch-reference
Configure external node endpoints for Azure Batch poolshttps://learn.microsoft.com/en-us/azure/batch/pool-endpoint-configuration
Mount Azure Files shares on Azure Batch compute nodeshttps://learn.microsoft.com/en-us/azure/batch/pool-file-shares
Configure and use Azure Batch task resource fileshttps://learn.microsoft.com/en-us/azure/batch/resource-files
Configure simplified compute node communication in Azure Batchhttps://learn.microsoft.com/en-us/azure/batch/simplified-compute-node-communication
Create Azure Batch pools without public IP addresseshttps://learn.microsoft.com/en-us/azure/batch/simplified-node-communication-pool-no-public-ip
Configure virtual file system mounts for Batch poolshttps://learn.microsoft.com/en-us/azure/batch/virtual-file-mount

Integrations & Coding Patterns

TopicURL
Manage Azure Batch with Azure CLI commandshttps://learn.microsoft.com/en-us/azure/batch/batch-cli-get-started
Run containerized workloads on Azure Batch poolshttps://learn.microsoft.com/en-us/azure/batch/batch-docker-container-workloads
Use Azure Batch task and node count APIshttps://learn.microsoft.com/en-us/azure/batch/batch-get-resource-counts
Build Azure Batch clients with JavaScript SDKhttps://learn.microsoft.com/en-us/azure/batch/batch-js-get-started
Use Azure Batch Python and .NET clients for Linux poolshttps://learn.microsoft.com/en-us/azure/batch/batch-linux-nodes
Run MPI workloads with Azure Batch multi-instance taskshttps://learn.microsoft.com/en-us/azure/batch/batch-mpi
Manage Azure Batch resources using PowerShell cmdletshttps://learn.microsoft.com/en-us/azure/batch/batch-powershell-cmdlets-get-started
Persist Batch output using .NET File Conventions libraryhttps://learn.microsoft.com/en-us/azure/batch/batch-task-output-file-conventions
Use Batch service API to store task output in Azure Storagehttps://learn.microsoft.com/en-us/azure/batch/batch-task-output-files
Instrument Azure Batch .NET apps with Application Insightshttps://learn.microsoft.com/en-us/azure/batch/monitor-application-insights

Deployment

TopicURL
Deploy Azure Batch HPC solutions with Azure Pipelineshttps://learn.microsoft.com/en-us/azure/batch/batch-ci-cd
Run Azure Batch jobs end-to-end using CLI templateshttps://learn.microsoft.com/en-us/azure/batch/batch-cli-templates