Expert knowledge for Azure Automation development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when securing Automation accounts, configuring runbooks/DSC, using Hybrid Workers, integrating external services, or deploying at scale, and other Azure Automation related development tasks. Not for Azure Functions (use azure-functions), Azure Logic Apps (use azure-logic-apps), Azure Scheduler (use azure-scheduler), Azure Update Manager (use azure-update-manager).
npx skills add https://github.com/MicrosoftDocs/Agent-Skills --skill azure-automation
This skill provides expert guidance for Azure Automation. Covers troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. It combines local quick-reference content with remote documentation fetching capabilities.
> 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), 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:
mcp_microsoftdocs:microsoft_docs_fetch with query string from=learn-agent-skill. Returns Markdown.fetch_webpage with query string from=learn-agent-skill&accept=text/markdown. Returns Markdown.| Category | Lines | Description |
|----------|-------|-------------|
| Troubleshooting | L36-L46 | Diagnosing and fixing Azure Automation issues: runbook failures, DSC/State Configuration, Hybrid Runbook Workers, managed identities, shared resources, and collecting logs for support. |
| Best Practices | L47-L56 | Best practices for structuring and running Automation runbooks: modular parent-child design, execution patterns, error handling, stream/output usage, and avoiding context/locking issues. |
| Decision Making | L57-L65 | Guidance on choosing runbook types and planning migrations for Azure Automation, including Orchestrator runbooks, Log Analytics/AMA, agent workers, and Run As to managed identities. |
| Limits & Quotas | L66-L73 | Limits, quotas, and version details for Azure Automation: DSC extension history, Automation account capacity, job/runbook limits, and Change Tracking/Inventory support matrix with AMA. |
| Security | L74-L94 | Securing Automation accounts: identities (system/user-assigned), Entra auth, RBAC, encryption, credentials/certs, private endpoints, policies, and security best practices. |
| Configuration | L95-L137 | Configuring Azure Automation runbooks, DSC/State Configuration, Hybrid Runbook Workers, schedules, modules/packages, alerts, policies, and integrations (VS Code, source control, ARM, Azure Monitor). |
| Integrations & Coding Patterns | L138-L150 | Patterns for integrating runbooks with AWS, ARM/SQL/Office 365, webhooks, email (SendGrid), Azure Monitor logging, and using the graphical runbook SDK with managed identities |
| Deployment | L151-L157 | Guides for deploying Automation resources: setting up DSC continuous deployment with Chocolatey and installing/configuring Windows and Linux Hybrid Runbook Worker agents (agent- and extension-based). |
| Topic | URL |
|-------|-----|
| Collect diagnostic data for Azure Automation support cases | https://learn.microsoft.com/en-us/azure/automation/troubleshoot/collect-data-microsoft-azure-automation-case |
| Troubleshoot Azure Automation State Configuration problems | https://learn.microsoft.com/en-us/azure/automation/troubleshoot/desired-state-configuration |
| Troubleshoot extension-based Hybrid Runbook Worker failures | https://learn.microsoft.com/en-us/azure/automation/troubleshoot/extension-based-hybrid-runbook-worker |
| Troubleshoot agent-based Hybrid Runbook Worker issues | https://learn.microsoft.com/en-us/azure/automation/troubleshoot/hybrid-runbook-worker |
| Troubleshoot managed identity issues in Azure Automation | https://learn.microsoft.com/en-us/azure/automation/troubleshoot/managed-identity |
| Diagnose and fix Azure Automation runbook issues | https://learn.microsoft.com/en-us/azure/automation/troubleshoot/runbooks |
| Troubleshoot Azure Automation shared resource problems | https://learn.microsoft.com/en-us/azure/automation/troubleshoot/shared-resources |
| Topic | URL |
|-------|-----|
| Design modular parent-child runbooks in Azure Automation | https://learn.microsoft.com/en-us/azure/automation/automation-child-runbooks |
| Design and manage Azure Automation runbook execution | https://learn.microsoft.com/en-us/azure/automation/automation-runbook-execution |
| Implement error handling in Azure Automation graphical runbooks | https://learn.microsoft.com/en-us/azure/automation/automation-runbook-graphical-error-handling |
| Configure output and message streams in Automation runbooks | https://learn.microsoft.com/en-us/azure/automation/automation-runbook-output-and-messages |
| Avoid context switching issues in Azure Automation runbooks | https://learn.microsoft.com/en-us/azure/automation/context-switching |
| Manage Azure Automation runbooks with recommended design patterns | https://learn.microsoft.com/en-us/azure/automation/manage-runbooks |
| Topic | URL |
|-------|-----|
| Migrate System Center Orchestrator runbooks to Azure Automation | https://learn.microsoft.com/en-us/azure/automation/automation-orchestrator-migration |
| Choose appropriate Azure Automation runbook types | https://learn.microsoft.com/en-us/azure/automation/automation-runbook-types |
| Migrate Change Tracking from Log Analytics agent to AMA | https://learn.microsoft.com/en-us/azure/automation/change-tracking/guidance-migration-log-analytics-monitoring-agent |
| Migrate agent-based workers to extension-based | https://learn.microsoft.com/en-us/azure/automation/migrate-existing-agent-based-hybrid-worker-to-extension-based-workers |
| Plan and execute migration from Run As to managed identities | https://learn.microsoft.com/en-us/azure/automation/migrate-run-as-accounts-managed-identity |
| Topic | URL |
|-------|-----|
| Reference Azure DSC extension version history details | https://learn.microsoft.com/en-us/azure/automation/automation-dsc-extension-history |
| View and manage Azure Automation limits and quotas | https://learn.microsoft.com/en-us/azure/automation/automation-limits-quotas |
| Azure Automation subscription limits and quotas reference | https://learn.microsoft.com/en-us/azure/automation/automation-subscription-limits-faq |
| Support matrix for Change Tracking and Inventory with AMA | https://learn.microsoft.com/en-us/azure/azure-change-tracking-inventory/change-tracking-inventory-support-matrix |
| Topic | URL |
|-------|-----|
| Configure user-assigned managed identity for Azure Automation | https://learn.microsoft.com/en-us/azure/automation/add-user-assigned-identity |
| Configure and understand Azure Automation data security | https://learn.microsoft.com/en-us/azure/automation/automation-managing-data |
| Assign Azure RBAC roles and permissions for Automation accounts | https://learn.microsoft.com/en-us/azure/automation/automation-role-based-access-control |
| Configure encryption for secure assets in Azure Automation | https://learn.microsoft.com/en-us/azure/automation/automation-secure-asset-encryption |
| Apply security best practices for Azure Automation accounts | https://learn.microsoft.com/en-us/azure/automation/automation-security-guidelines |
| Configure authentication methods for Azure Automation accounts | https://learn.microsoft.com/en-us/azure/automation/automation-security-overview |
| Configure Microsoft Entra ID authentication for Azure Automation | https://learn.microsoft.com/en-us/azure/automation/automation-use-azure-ad |
| Disable local authentication for Azure Automation securely | https://learn.microsoft.com/en-us/azure/automation/disable-local-authentication |
| Disable system-assigned managed identity in Azure Automation | https://learn.microsoft.com/en-us/azure/automation/disable-managed-identity-for-automation |
| Enable system-assigned managed identity for Azure Automation | https://learn.microsoft.com/en-us/azure/automation/enable-managed-identity-for-automation |
| Secure Azure Automation access with Private Link and private endpoints | https://learn.microsoft.com/en-us/azure/automation/how-to/private-link-security |
| Use managed identity in Azure Automation PowerShell runbooks | https://learn.microsoft.com/en-us/azure/automation/learn/powershell-runbook-managed-identity |
| Provision Automation account and Reader role via Terraform | https://learn.microsoft.com/en-us/azure/automation/quickstarts/create-azure-automation-account-terraform |
| Enable managed identities for Azure Automation accounts | https://learn.microsoft.com/en-us/azure/automation/quickstarts/enable-managed-identity |
| Apply Azure Policy compliance controls to Automation | https://learn.microsoft.com/en-us/azure/automation/security-controls-policy |
| Securely manage certificates for Azure Automation runbooks and DSC | https://learn.microsoft.com/en-us/azure/automation/shared-resources/certificates |
| Create and use credential assets securely in Azure Automation | https://learn.microsoft.com/en-us/azure/automation/shared-resources/credentials |
| Topic | URL |
|-------|-----|
| Configure metric alerts for Azure Automation runbooks | https://learn.microsoft.com/en-us/azure/automation/automation-alert-metric |
| Configure and use connection assets in Azure Automation | https://learn.microsoft.com/en-us/azure/automation/automation-connections |
| Trigger Azure Automation runbooks from Azure Monitor alerts | https://learn.microsoft.com/en-us/azure/automation/automation-create-alert-triggered-runbook |
| Compile DSC configurations in Azure Automation | https://learn.microsoft.com/en-us/azure/automation/automation-dsc-compile |
| Configure DSC data at scale in Azure Automation | https://learn.microsoft.com/en-us/azure/automation/automation-dsc-config-data-at-scale |
| Generate DSC configurations from existing servers | https://learn.microsoft.com/en-us/azure/automation/automation-dsc-config-from-server |
| Configure STIG-based DSC data in Azure Automation | https://learn.microsoft.com/en-us/azure/automation/automation-dsc-configuration-based-on-stig |
| Convert DSC configurations to composite resources | https://learn.microsoft.com/en-us/azure/automation/automation-dsc-create-composite |
| Send State Configuration data to Azure Monitor Logs | https://learn.microsoft.com/en-us/azure/automation/automation-dsc-diagnostics |
| Configure core Azure Automation State Configuration tasks | https://learn.microsoft.com/en-us/azure/automation/automation-dsc-getting-started |
| Enable and onboard machines to State Configuration | https://learn.microsoft.com/en-us/azure/automation/automation-dsc-onboarding |
| Remediate noncompliant servers with State Configuration | https://learn.microsoft.com/en-us/azure/automation/automation-dsc-remediate |
| Use the Azure Automation textual editor for PowerShell runbooks | https://learn.microsoft.com/en-us/azure/automation/automation-edit-textual-runbook |
| Author and configure graphical runbooks in Azure Automation | https://learn.microsoft.com/en-us/azure/automation/automation-graphical-authoring-intro |
| Configure and run runbooks on Hybrid Runbook Workers | https://learn.microsoft.com/en-us/azure/automation/automation-hrw-run-runbooks |
| Configure and use Azure Automation Hybrid Runbook Worker | https://learn.microsoft.com/en-us/azure/automation/automation-hybrid-runbook-worker |
| Configure network requirements for Azure Automation components | https://learn.microsoft.com/en-us/azure/automation/automation-network-configuration |
| Author and manage Automation runbooks using VS Code | https://learn.microsoft.com/en-us/azure/automation/automation-runbook-authoring |
| Create watcher tasks to track file updates in Automation | https://learn.microsoft.com/en-us/azure/automation/automation-scenario-using-watcher-task |
| Configure and update Azure PowerShell modules in Automation | https://learn.microsoft.com/en-us/azure/automation/automation-update-azure-modules |
| Compose DSC configurations using composite resources | https://learn.microsoft.com/en-us/azure/automation/compose-configurationwithcompositeresources |
| Enforce Hybrid Runbook Worker job execution via policy | https://learn.microsoft.com/en-us/azure/automation/enforce-job-execution-hybrid-worker |
| Configure Azure Automation regional DNS records for firewalled networks | https://learn.microsoft.com/en-us/azure/automation/how-to/automation-region-dns-records |
| Configure runtime environments and associated runbooks in Azure Automation | https://learn.microsoft.com/en-us/azure/automation/manage-runtime-environment |
| Use built-in Azure Policy definitions for Automation | https://learn.microsoft.com/en-us/azure/automation/policy-reference |
| Import and manage Python 3 packages in Azure Automation | https://learn.microsoft.com/en-us/azure/automation/python-3-packages |
| Import and manage Python 2 packages in Azure Automation | https://learn.microsoft.com/en-us/azure/automation/python-packages |
| Deploy Azure Automation account via ARM template | https://learn.microsoft.com/en-us/azure/automation/quickstart-create-automation-account-template |
| Configure input parameters for Azure Automation runbooks | https://learn.microsoft.com/en-us/azure/automation/runbook-input-parameters |
| Understand and configure Azure Automation runtime environments | https://learn.microsoft.com/en-us/azure/automation/runtime-environment-overview |
| Configure and manage PowerShell modules in Azure Automation | https://learn.microsoft.com/en-us/azure/automation/shared-resources/modules |
| Configure schedules for Azure Automation runbooks | https://learn.microsoft.com/en-us/azure/automation/shared-resources/schedules |
| Define and use variable assets in Azure Automation | https://learn.microsoft.com/en-us/azure/automation/shared-resources/variables |
| Configure Azure Automation source control integration | https://learn.microsoft.com/en-us/azure/automation/source-control-integration |
| Choose methods to start Azure Automation runbooks | https://learn.microsoft.com/en-us/azure/automation/start-runbooks |
| Remove DSC configuration and unregister Automation node | https://learn.microsoft.com/en-us/azure/automation/state-configuration/remove-node-and-configuration-package |
| Configure machines to desired state with State Configuration | https://learn.microsoft.com/en-us/azure/automation/tutorial-configure-servers-desired-state |
| Enable Change Tracking and Inventory at scale via Machines pane | https://learn.microsoft.com/en-us/azure/azure-change-tracking-inventory/enable-change-tracking-at-scale-machines-blade |
| Enable Change Tracking and Inventory at scale with Azure Policy | https://learn.microsoft.com/en-us/azure/azure-change-tracking-inventory/enable-change-tracking-at-scale-policy |
| Topic | URL |
|-------|-----|
| Configure Azure Automation runbooks to authenticate with AWS | https://learn.microsoft.com/en-us/azure/automation/automation-config-aws-account |
| Deploy ARM templates from Azure Automation PowerShell runbooks | https://learn.microsoft.com/en-us/azure/automation/automation-deploy-template-runbook |
| Forward Azure Automation job logs to Azure Monitor | https://learn.microsoft.com/en-us/azure/automation/automation-manage-send-joblogs-log-analytics |
| Provision AWS virtual machines using Azure Automation runbooks | https://learn.microsoft.com/en-us/azure/automation/automation-scenario-aws-deployment |
| Send email from Azure Automation runbook using SendGrid | https://learn.microsoft.com/en-us/azure/automation/automation-send-email |
| Trigger Azure Automation runbooks using webhooks | https://learn.microsoft.com/en-us/azure/automation/automation-webhooks |
| Use the Azure Automation graphical runbook SDK | https://learn.microsoft.com/en-us/azure/automation/graphical-runbook-sdk |
| Manage Office 365 services with Azure Automation | https://learn.microsoft.com/en-us/azure/automation/manage-office-365 |
| Manage Azure SQL databases using Automation managed identity | https://learn.microsoft.com/en-us/azure/automation/manage-sql-server-in-automation |
| Topic | URL |
|-------|-----|
| Set up continuous deployment with DSC and Chocolatey | https://learn.microsoft.com/en-us/azure/automation/automation-dsc-cd-chocolatey |
| Deploy Linux Hybrid Runbook Worker agent | https://learn.microsoft.com/en-us/azure/automation/automation-linux-hrw-install |
| Deploy agent-based Windows Hybrid Runbook Workers in Automation | https://learn.microsoft.com/en-us/azure/automation/automation-windows-hrw-install |
| Deploy extension-based Hybrid Runbook Workers | https://learn.microsoft.com/en-us/azure/automation/extension-based-hybrid-runbook-worker-install |
Assess Kubernetes workloads and cluster configuration for AKS Automatic compatibility. Identifies incompatibilities, generates fixes, and guides migration from AKS Standard to AKS Automatic. WHEN: migrate to AKS Automatic, check AKS Automatic readiness, validate manifests for Automatic, assess cluster for Automatic compatibility, fix deployment for Automatic compatibility, identify AKS Automatic migration blockers, is my cluster ready for AKS Automatic.
Discovers available Azure OpenAI model capacity across regions and projects. Analyzes quota limits, compares availability, and recommends optimal deployment locations based on capacity requirements. USE FOR: find capacity, check quota, where can I deploy, capacity discovery, best region for capacity, multi-project capacity search, quota analysis, model availability, region comparison, check TPM availability. DO NOT USE FOR: actual deployment (hand off to preset or customize after discovery), quota increase requests (direct user to Azure Portal), listing existing deployments.
Interactive guided deployment flow for Azure OpenAI models with full customization control. Step-by-step selection of model version, SKU (GlobalStandard/Standard/ProvisionedManaged), capacity, RAI policy (content filter), and advanced options (dynamic quota, priority processing, spillover). USE FOR: custom deployment, customize model deployment, choose version, select SKU, set capacity, configure content filter, RAI policy, deployment options, detailed deployment, advanced deployment, PTU deployment, provisioned throughput. DO NOT USE FOR: quick deployment to optimal region (use preset).
Unified Azure OpenAI model deployment skill with intelligent intent-based routing. Handles quick preset deployments, fully customized deployments (version/SKU/capacity/RAI policy), and capacity discovery across regions and projects. USE FOR: deploy model, deploy gpt, create deployment, model deployment, deploy openai model, set up model, provision model, find capacity, check model availability, where can I deploy, best region for model, capacity analysis. DO NOT USE FOR: listing existing deployments (use foundry_models_deployments_list MCP tool), deleting deployments, agent creation (use agent/create), project creation (use project/create).
Intelligently deploys Azure OpenAI models to optimal regions by analyzing capacity across all available regions. Automatically checks current region first and shows alternatives if needed. USE FOR: quick deployment, optimal region, best region, automatic region selection, fast setup, multi-region capacity check, high availability deployment, deploy to best location. DO NOT USE FOR: custom SKU selection (use customize), specific version selection (use customize), custom capacity configuration (use customize), PTU deployments (use customize).
This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reproducible, and FAIR. Use when managing biological datasets (scRNA-seq, spatial, flow cytometry, etc.), tracking computational workflows, curating and validating data with biological ontologies, building data lakehouses, or ensuring data lineage and reproducibility in biological research. Covers data management, annotation, ontologies (genes, cell types, diseases, tissues), schema validation, integrations with workflow managers (Nextflow, Snakemake) and MLOps platforms (W&B, MLflow), and deployment strategies.
Latch platform for bioinformatics workflows. Build pipelines with Latch SDK, @workflow/@task decorators, deploy serverless workflows, LatchFile/LatchDir, Nextflow/Snakemake integration.
Run Python code in the cloud with serverless containers, GPUs, and autoscaling. Use when deploying ML models, running batch processing jobs, scheduling compute-intensive tasks, or serving APIs that require GPU acceleration or dynamic scaling.
Take microsoftdocs/azure-automation from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.