azure-digital-twins

Expert knowledge for Azure Digital Twins development including troubleshooting, best practices, decision making, architecture & design patterns, lim…

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技能内容

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

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-L52 | 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 | L53-L57 | 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 | L58-L63 | Designing resilient Digital Twins solutions (HA/DR) and translating industry ontologies into DTDL models for interoperable twin graphs. |

| Limits & Quotas | L64-L69 | Details on Azure Digital Twins query unit usage, plus service limits, throttling behavior, and how to view/request changes to adjustable quotas. |

| Security | L70-L78 | 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 | L79-L103 | 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 | L104-L120 | Using SDKs, REST/CLI, queries, and plugins to integrate Azure Digital Twins with IoT Hub, Azure Data Explorer, Functions, Power Platform, and .NET clients, including query and DTDL model patterns. |

| Deployment | L121-L124 | 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 |

|-------|-----|

| 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 |

|-------|-----|

| 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 |

|-------|-----|

| Plan high availability and disaster recovery for Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/concepts-high-availability-disaster-recovery |

| Convert industry ontologies to DTDL for Azure Digital Twins | https://learn.microsoft.com/en-us/azure/digital-twins/concepts-ontologies-convert |

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 Azure Digital Twins data with 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 |

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