Azure Digital Twins Skill
This skill provides expert guidance for Azure Digital Twins. 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.
Best use case
Azure Digital Twins Skill is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
This skill provides expert guidance for Azure Digital Twins. 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.
Teams using Azure Digital Twins Skill should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/azure-digital-twins/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How Azure Digital Twins Skill Compares
| Feature / Agent | Azure Digital Twins Skill | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
This skill provides expert guidance for Azure Digital Twins. 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.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Azure Digital Twins Skill This skill provides expert guidance for Azure Digital Twins. 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](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 | L37-L46 | Diagnosing and fixing common Azure Digital Twins issues: 403/404 errors, Explorer auth problems, CLI parse failures, known bugs, and performance troubleshooting. | | Best Practices | L47-L53 | Guidance on modeling best practices: converting RDF/OWL ontologies to DTDL, extending DTDL for Azure Digital Twins, and designing effective tagging patterns for twin graphs. | | Decision Making | L54-L59 | Guidance on selecting DTDL-based industry ontologies for your twin models and instructions for migrating from Azure Digital Twins preview control plane APIs to current APIs. | | Architecture & Design Patterns | L60-L65 | Patterns for routing data into/out of Azure Digital Twins, plus strategies for high availability, redundancy, and disaster recovery planning and configuration. | | Limits & Quotas | L66-L71 | Details on Azure Digital Twins query unit usage, plus service limits, throttling behavior, and how to view/request changes to adjustable quotas. | | Security | L72-L80 | Security guidance for Azure Digital Twins: auth with Entra app registrations, client authentication, Private Link setup, and handling customer personal data and best practices. | | Configuration | L81-L105 | Configuring and operating Azure Digital Twins: instance setup, security, endpoints/routes, data history, monitoring, graph/twin/model management, Explorer/3D tools, and query language usage. | | Integrations & Coding Patterns | L106-L122 | APIs, SDKs, CLI, and query usage; integrating IoT Hub, Azure Data Explorer, Functions, Power Platform; coding .NET clients and validating DTDL models for Azure Digital Twins. | | Deployment | L123-L126 | Guidance for moving an Azure Digital Twins instance to a different region, including prerequisites, supported scenarios, and step-by-step migration procedures. | ### Troubleshooting | Topic | URL | |-------|-----| | Fix Azure Digital Twins 403 Forbidden errors | https://learn.microsoft.com/en-us/azure/digital-twins/troubleshoot-error-403-digital-twins | | Fix Azure Digital Twins 404 sub-domain not found errors | https://learn.microsoft.com/en-us/azure/digital-twins/troubleshoot-error-404-digital-twins | | Resolve Azure Digital Twins Explorer authentication errors | https://learn.microsoft.com/en-us/azure/digital-twins/troubleshoot-error-azure-digital-twins-explorer-authentication | | Resolve Azure Digital Twins CLI parse failed errors | https://learn.microsoft.com/en-us/azure/digital-twins/troubleshoot-error-cli-parse | | Resolve known issues in Azure Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/troubleshoot-known-issues | | Troubleshoot Azure Digital Twins performance issues | https://learn.microsoft.com/en-us/azure/digital-twins/troubleshoot-performance | ### Best Practices | Topic | URL | |-------|-----| | Convert RDF/OWL ontologies to DTDL models | https://learn.microsoft.com/en-us/azure/digital-twins/concepts-ontologies-convert | | Extend DTDL ontologies for Azure Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/concepts-ontologies-extend | | Implement tagging patterns for Azure Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/how-to-use-tags | ### Decision Making | Topic | URL | |-------|-----| | Choose DTDL-based industry ontologies for Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/concepts-ontologies-adopt | | Migrate from Azure Digital Twins preview control plane APIs | https://learn.microsoft.com/en-us/azure/digital-twins/resources-migrate-from-preview-apis | ### Architecture & Design Patterns | Topic | URL | |-------|-----| | Design data ingress and egress for Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/concepts-data-ingress-egress | | Plan high availability and disaster recovery for Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/concepts-high-availability-disaster-recovery | ### Limits & Quotas | Topic | URL | |-------|-----| | Understand Query Unit consumption in Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/concepts-query-units | | Azure Digital Twins service limits and adjustable quotas | https://learn.microsoft.com/en-us/azure/digital-twins/reference-service-limits | ### Security | Topic | URL | |-------|-----| | Apply security best practices to Azure Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/concepts-security | | Implement client authentication for Azure Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/how-to-authenticate-client | | Create Entra app registration for Azure Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/how-to-create-app-registration | | Enable Private Link for Azure Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/how-to-enable-private-link | | Handle customer personal data in Azure Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/resources-customer-data-requests | ### Configuration | Topic | URL | |-------|-----| | Interpret Azure Digital Twins event notifications | https://learn.microsoft.com/en-us/azure/digital-twins/concepts-event-notifications | | Configure endpoints and event routes in Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/concepts-route-events | | Set up Azure Digital Twins data history connection | https://learn.microsoft.com/en-us/azure/digital-twins/how-to-create-data-history-connection | | Configure Azure Digital Twins event endpoints | https://learn.microsoft.com/en-us/azure/digital-twins/how-to-create-endpoints | | Configure event routes and filters in Azure Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/how-to-create-routes | | Manage Azure Digital Twins graphs and relationships | https://learn.microsoft.com/en-us/azure/digital-twins/how-to-manage-graph | | Manage DTDL models in Azure Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/how-to-manage-model | | Manage individual digital twins via APIs/SDKs | https://learn.microsoft.com/en-us/azure/digital-twins/how-to-manage-twin | | Configure monitoring, metrics, and logs for Azure Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/how-to-monitor | | Provision and secure Digital Twins via CLI | https://learn.microsoft.com/en-us/azure/digital-twins/how-to-set-up-instance-cli | | Set up an Azure Digital Twins instance in portal | https://learn.microsoft.com/en-us/azure/digital-twins/how-to-set-up-instance-portal | | Use 3D Scenes Studio features with Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/how-to-use-3d-scenes-studio | | Operate Azure Digital Twins Explorer features | https://learn.microsoft.com/en-us/azure/digital-twins/how-to-use-azure-digital-twins-explorer | | Use FROM clause in Azure Digital Twins query language | https://learn.microsoft.com/en-us/azure/digital-twins/reference-query-clause-from | | Use JOIN clause in Azure Digital Twins graph queries | https://learn.microsoft.com/en-us/azure/digital-twins/reference-query-clause-join | | Use MATCH clause for graph traversal in Azure Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/reference-query-clause-match | | Use SELECT clause in Azure Digital Twins query language | https://learn.microsoft.com/en-us/azure/digital-twins/reference-query-clause-select | | Use WHERE clause in Azure Digital Twins queries | https://learn.microsoft.com/en-us/azure/digital-twins/reference-query-clause-where | | Use functions in Azure Digital Twins query language | https://learn.microsoft.com/en-us/azure/digital-twins/reference-query-functions | | Use operators in Azure Digital Twins query language | https://learn.microsoft.com/en-us/azure/digital-twins/reference-query-operators | | Reserved keywords in Azure Digital Twins query language | https://learn.microsoft.com/en-us/azure/digital-twins/reference-query-reserved | ### Integrations & Coding Patterns | Topic | URL | |-------|-----| | Work with Azure Digital Twins APIs and SDKs | https://learn.microsoft.com/en-us/azure/digital-twins/concepts-apis-sdks | | Use Azure Digital Twins CLI command set | https://learn.microsoft.com/en-us/azure/digital-twins/concepts-cli | | Query Digital Twins via Azure Data Explorer plugin | https://learn.microsoft.com/en-us/azure/digital-twins/concepts-data-explorer-plugin | | Configure data history with Azure Data Explorer | https://learn.microsoft.com/en-us/azure/digital-twins/concepts-data-history | | Use Azure Digital Twins query language | https://learn.microsoft.com/en-us/azure/digital-twins/concepts-query-language | | Ingest IoT Hub telemetry into Azure Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/how-to-ingest-iot-hub-data | | Parse and validate DTDL models with .NET | https://learn.microsoft.com/en-us/azure/digital-twins/how-to-parse-models | | Query Azure Digital Twins graphs with examples | https://learn.microsoft.com/en-us/azure/digital-twins/how-to-query-graph | | Set up twin-to-twin event propagation with Azure Functions | https://learn.microsoft.com/en-us/azure/digital-twins/how-to-send-twin-to-twin-events | | Call Azure Digital Twins REST APIs using .http files | https://learn.microsoft.com/en-us/azure/digital-twins/how-to-use-apis | | Use Power Platform connector with Azure Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/how-to-use-power-platform-logic-apps-connector | | Code a .NET client for Azure Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/tutorial-code | | Use Azure CLI commands with Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/tutorial-command-line-cli | ### Deployment | Topic | URL | |-------|-----| | Move an Azure Digital Twins instance across regions | https://learn.microsoft.com/en-us/azure/digital-twins/how-to-move-regions |
Related Skills
azure-ml-deployer
Azure Ml Deployer - Auto-activating skill for ML Deployment. Triggers on: azure ml deployer, azure ml deployer Part of the ML Deployment skill category.
azure-verified-modules
Azure Verified Modules (AVM) requirements and best practices for developing certified Azure Terraform modules. Use when creating or reviewing Azure modules that need AVM certification.
azure-image-builder
Build Azure managed images and Azure Compute Gallery images with Packer. Use when creating custom images for Azure VMs.
terraform-azurerm-set-diff-analyzer
Analyze Terraform plan JSON output for AzureRM Provider to distinguish between false-positive diffs (order-only changes in Set-type attributes) and actual resource changes. Use when reviewing terraform plan output for Azure resources like Application Gateway, Load Balancer, Firewall, Front Door, NSG, and other resources with Set-type attributes that cause spurious diffs due to internal ordering changes.
azure-static-web-apps
Helps create, configure, and deploy Azure Static Web Apps using the SWA CLI. Use when deploying static sites to Azure, setting up SWA local development, configuring staticwebapp.config.json, adding Azure Functions APIs to SWA, or setting up GitHub Actions CI/CD for Static Web Apps.
azure-resource-health-diagnose
Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems.
azure-pricing
Fetches real-time Azure retail pricing using the Azure Retail Prices API (prices.azure.com) and estimates Copilot Studio agent credit consumption. Use when the user asks about the cost of any Azure service, wants to compare SKU prices, needs pricing data for a cost estimate, mentions Azure pricing, Azure costs, Azure billing, or asks about Copilot Studio pricing, Copilot Credits, or agent usage estimation. Covers compute, storage, networking, databases, AI, Copilot Studio, and all other Azure service families.
azure-devops-cli
Manage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items, artifacts, and service endpoints. Use when working with Azure DevOps, az commands, devops automation, CI/CD, or when user mentions Azure DevOps CLI.
azure-deployment-preflight
Performs comprehensive preflight validation of Bicep deployments to Azure, including template syntax validation, what-if analysis, and permission checks. Use this skill before any deployment to Azure to preview changes, identify potential issues, and ensure the deployment will succeed. Activate when users mention deploying to Azure, validating Bicep files, checking deployment permissions, previewing infrastructure changes, running what-if, or preparing for azd provision.
microsoft-azure-webjobs-extensions-authentication-events-dotnet
Microsoft Entra Authentication Events SDK for .NET. Azure Functions triggers for custom authentication extensions. Use for token enrichment, custom claims, attribute collection, and OTP customization in Entra ID. Triggers: "Authentication Events", "WebJobsAuthenticationEventsTrigger", "OnTokenIssuanceStart", "OnAttributeCollectionStart", "custom claims", "token enrichment", "Entra custom extension", "authentication extension".
azure-web-pubsub-ts
Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSocket-based real-time features, pub/sub messaging, group chat, or live notifications.
azure-storage-queue-ts
Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue) for message queue operations. Use for sending, receiving, peeking, and deleting messages in queues. Supports visibility timeout, message encoding, and batch operations. Triggers: "queue storage", "@azure/storage-queue", "QueueServiceClient", "QueueClient", "send message", "receive message", "dequeue", "visibility timeout".