TypingMindTypingMindThe best frontend for AI
Azure Batch logo

Azure Batch

Organization
MicrosoftDocs
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, private networking, CMK encryption, or CI/CD for HPC/render jobs, and other Azure Batch related development tasks. Not for Azure Container Instances (use azure-container-instances), Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure Functions (use azure-functions), Azure Virtual Machines (use azure-virtual-machines).

Overview

PublisherMicrosoftDocs
RepositoryAgent-Skills
Skill nameazure-batch
Stars
778
Forks
126
Bundled files
Instructions only
LicenseCC-BY-4.0
Links
Skill sourceRepositoryHomepage
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by MicrosoftDocs on GitHub. Read the source before you install it.

Installation

Install the Azure Batch AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-batch
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/MicrosoftDocs/Agent-Skills.git /tmp/Agent-Skills
mkdir -p .claude/skills
cp -r /tmp/Agent-Skills/skills/azure-batch .claude/skills/azure-batch
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Azure Batch in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Azure Batch on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Azure Batch is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

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 resolving Azure Batch job, task, pool, and node failures, including common error patterns, prevention strategies, and recovery/handling techniques.
Best PracticesL44-L55Guidance on optimizing Azure Batch workloads: efficient queries, job/task setup, concurrency, rendering and financial workloads, security, and scaling jobs with many tasks.
Decision MakingL56-L69Guidance on choosing VM sizes, images, disks, Spot/GPU usage, capacity and quotas, cost planning, and migration strategies for Azure Batch pools and large-scale simulations.
Architecture & Design PatternsL70-L75Architectural guidance for burst rendering with Azure Batch, including choosing batch/topology patterns and designing storage, caching, and data movement for large render workloads.
Limits & QuotasL76-L82Planning Batch capacity, understanding service limits/quotas, managing quotas via .NET, and using metrics/logs to monitor and stay within Azure Batch limits.
SecurityL83-L99Securing Batch accounts and pools: key rotation, Entra ID auth/RBAC, CMK and disk encryption, private endpoints/Private Link, network perimeters, and Azure Policy-based governance.
ConfigurationL100-L136Configuring Azure Batch pools, nodes, networking, monitoring, autoscale, OS/cert rotation, events/logs, containers, disks, and task runtime/user settings for secure, optimized operation.
Integrations & Coding PatternsL137-L153Patterns and code samples for integrating Azure Batch with CLI, SDKs, containers, MPI, storage/file mounts, Key Vault, telemetry, and automating jobs/tasks across languages.
DeploymentL154-L158Guides for moving Azure Batch accounts across regions with ARM templates and setting up CI/CD pipelines for Batch HPC workloads using Azure Pipelines.

Troubleshooting

TopicURL
Diagnose and handle Azure Batch job and task errorshttps://learn.microsoft.com/en-us/azure/batch/batch-job-task-error-checking
Diagnose and avoid 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 preparation and release tasks in Azure Batchhttps://learn.microsoft.com/en-us/azure/batch/batch-job-prep-release
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
Apply product-specific 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
Package financial models in Batch containershttps://learn.microsoft.com/en-us/azure/batch/tutorials/financial-risk-simulations/package-models-with-containers

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
Choose compute-intensive VM sizes for Azure Batch workloadshttps://learn.microsoft.com/en-us/azure/batch/batch-pool-compute-intensive-sizes
Select optimal VM sizes and images for Azure Batch poolshttps://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 use ephemeral OS disks in Azure Batchhttps://learn.microsoft.com/en-us/azure/batch/create-pool-ephemeral-os-disk
Plan and manage Azure Batch workload costshttps://learn.microsoft.com/en-us/azure/batch/plan-to-manage-costs
Plan end-to-end Azure Batch risk simulationshttps://learn.microsoft.com/en-us/azure/batch/tutorials/financial-risk-simulations/
Decide when to use GPU pools in Batchhttps://learn.microsoft.com/en-us/azure/batch/tutorials/financial-risk-simulations/evaluate-gpu-acceleration
Plan Azure Batch financial simulation runshttps://learn.microsoft.com/en-us/azure/batch/tutorials/financial-risk-simulations/plan-a-run

Architecture & Design Patterns

TopicURL
Choose Azure architectures for cloud rendering bursthttps://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
Plan Azure Batch capacity and quotas effectivelyhttps://learn.microsoft.com/en-us/azure/batch/batch-capacity-planning
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 Azure Batch account shared keys securelyhttps://learn.microsoft.com/en-us/azure/batch/account-key-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 Batch accountshttps://learn.microsoft.com/en-us/azure/batch/batch-role-based-access-control
Enable disk encryption for Azure Batch poolshttps://learn.microsoft.com/en-us/azure/batch/disk-encryption
Manage Azure Batch private endpoint connections securelyhttps://learn.microsoft.com/en-us/azure/batch/manage-private-endpoint-connections
Configure user-assigned managed identities for Batch poolshttps://learn.microsoft.com/en-us/azure/batch/managed-identity-pools
Configure Azure Batch 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
Apply Azure Policy compliance controls to Batchhttps://learn.microsoft.com/en-us/azure/batch/security-controls-policy

Configuration

TopicURL
Enable automatic certificate rotation in Azure Batch poolshttps://learn.microsoft.com/en-us/azure/batch/automatic-certificate-rotation
Reference events and alerts for Azure Batch Analyticshttps://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
Interpret Azure Batch pool autoscale event payloadshttps://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
Use Azure Batch special task event schemashttps://learn.microsoft.com/en-us/azure/batch/batch-special-task-event
Analyze Azure Batch task complete event detailshttps://learn.microsoft.com/en-us/azure/batch/batch-task-complete-event
Handle Azure Batch task fail event logshttps://learn.microsoft.com/en-us/azure/batch/batch-task-fail-event
Understand Azure Batch task requeue event payloadshttps://learn.microsoft.com/en-us/azure/batch/batch-task-requeue-event
Interpret Azure Batch task schedule fail eventshttps://learn.microsoft.com/en-us/azure/batch/batch-task-schedule-fail-event
Use Azure Batch task start event schemahttps://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
Configure Azure Batch pools in virtual networkshttps://learn.microsoft.com/en-us/azure/batch/batch-virtual-network
Configure Azure Batch pools across availability zoneshttps://learn.microsoft.com/en-us/azure/batch/create-pool-availability-zones
Configure and monitor Azure Batch pool extensionshttps://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
Configure Azure Batch pool tag to disable hyper-threadinghttps://learn.microsoft.com/en-us/azure/batch/how-to-disable-hyper-threading-using-pool-tag
Configure and use monitoring for Azure Batchhttps://learn.microsoft.com/en-us/azure/batch/monitor-batch
Configure Azure Monitor Agent on Batch pool nodeshttps://learn.microsoft.com/en-us/azure/batch/monitor-batch-pool-nodes
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
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

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
Use .NET File Conventions to store Batch outputhttps://learn.microsoft.com/en-us/azure/batch/batch-task-output-file-conventions
Persist Azure Batch task output via service APIhttps://learn.microsoft.com/en-us/azure/batch/batch-task-output-files
Access Azure Key Vault from Batch pools using managed identityhttps://learn.microsoft.com/en-us/azure/batch/credential-access-key-vault
Instrument Azure Batch apps with Application Insightshttps://learn.microsoft.com/en-us/azure/batch/monitor-application-insights
Mount Azure Files shares on Azure Batch poolshttps://learn.microsoft.com/en-us/azure/batch/pool-file-shares
Automate Azure Batch risk runs with .NEThttps://learn.microsoft.com/en-us/azure/batch/tutorials/financial-risk-simulations/automate-with-dotnet
Mount external file systems on Azure Batch poolshttps://learn.microsoft.com/en-us/azure/batch/virtual-file-mount

Deployment

TopicURL
Move Azure Batch accounts between regions with ARMhttps://learn.microsoft.com/en-us/azure/batch/account-move
Implement CI/CD for Azure Batch HPC with Azure Pipelineshttps://learn.microsoft.com/en-us/azure/batch/batch-ci-cd

Frequently asked questions

What does the Azure Batch AI skill do?

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, private networking, CMK encryption, or CI/CD for HPC/render jobs, and other Azure Batch related development tasks. Not for Azure Container Instances (use azure-container-instances), Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure Functions (use azure-functions), Azure Virtual Machines (use azure-virtual...

Why use Azure Batch on TypingMind?

Because you install it once and use it with any model. Azure Batch is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Azure Batch in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-batch. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Azure Batch?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Azure Batch?

As many as you like. As long as a model supports skills, you can use Azure Batch with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Azure Batch AI skill free?

Yes. It is published on GitHub by MicrosoftDocs under the CC-BY-4.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

Related AI Skills

View all
openclaw logo

Openclaw Ci Limits

openclaw
OrganizationPopular

Manage OpenClaw GitHub Actions and Blacksmith CI capacity, runner-registration budgets, fanout caps, main-push single-flight, shard sizing, hosted-runner offload, queue health, and safe…

82.2K
391K
1 files
View
openclaw logo

Openclaw Testing

openclaw
OrganizationPopular

Choose proportional OpenClaw tests and checks, diagnose failures, and route environment-sensitive or release proof to its owner.

82.2K
391K
2 files
View
mattpocock logo

Wizard

mattpocock
CommunityPopular

Generate an interactive bash wizard that walks a human through steps only they can perform. Use when provisioning infrastructure, setting up credentials or CI secrets, walking an unfamiliar…

22.3K
264.4K
2 files
View
affaan-m logo

Deployment Patterns

affaan-m
CommunityPopular

Flujos de trabajo de despliegue, patrones de pipeline CI/CD, contenedorización Docker, health checks, estrategias de rollback y listas de verificación de preparación para producción de aplicaciones…

39.1K
261.1K
Instructions
View

Set up your own AI workspace now

Get notified about new features and future giveaways by subscribing to our newsletter 👇