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azure-iot-operations

Expert knowledge for Azure IoT Operations development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when configuring MQTT/OPC UA data flows, WASM/ONNX processing, Dapr endpoints, Arc deployments, or MQTT HA, and other Azure IoT Operations related development tasks. Not for Azure IoT (use azure-iot), Azure IoT Hub (use azure-iot-hub), Azure IoT Edge (use azure-iot-edge), Azure IoT Central (use azure-iot-central).

How do I install this agent skill?

npx skills add https://github.com/microsoftdocs/agent-skills --skill azure-iot-operations
view source ↗

Is this agent skill safe to install?

  • Gen Agent Trust Hubpass

    The skill is a documentation index for Azure IoT Operations that provides the agent with links to official Microsoft documentation and instructions on how to fetch it. It does not contain any malicious code, obfuscation, or unauthorized access patterns.

  • Socketpass

    No alerts

  • Snykpass

    Risk: LOW · No issues

  • ZeroLeakspass

    Score: 93/100 · 2 sections analyzed

What does this agent skill do?

Azure IoT Operations Skill

This skill provides expert guidance for Azure IoT Operations. 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-L46Diagnosing and fixing Azure IoT Operations issues: connectivity and health codes, known component problems, debugging WASM modules, and using tools to troubleshoot deployments.
Best PracticesL47-L54Guidance on production-ready Azure IoT Operations: MQTT broker HA design, persistent edge state storage, and testing/troubleshooting MQTT connectivity.
Decision MakingL55-L65Guidance for planning and choosing Azure IoT Operations architectures: data flows vs graphs, deployment topology/sizing, MQTT broker diagnostics, buffering and persistence, and OPC UA asset discovery modes.
Architecture & Design PatternsL66-L71Designing Azure IoT architectures using ISA-95 unified namespace concepts and planning layered, segmented networking topologies for secure, scalable IoT Operations deployments.
Limits & QuotasL72-L78Capacity planning for OPC UA sessions and HA, baseline resource usage estimates, and MQTT broker feature, packet, and throughput limits in Azure IoT Operations.
SecurityL79-L96Securing Azure IoT Operations: TLS and certificates, MQTT auth/authorization, OPC UA trust, private networking, RBAC/ABAC roles, secret management, and image authenticity.
ConfigurationL97-L135Configuring IoT data flows, endpoints, transforms, MQTT/OPC UA/connectors, storage, observability, and health/metrics for Azure IoT Operations deployments
Integrations & Coding PatternsL136-L158Patterns and code for integrating IoT data flows: MQTT/OPC UA/media connectors, routing/filters/aggregation, state store, WASM/ONNX, OpenTelemetry, and Dapr/Fabric Real-Time endpoints.
DeploymentL159-L172Deploying, upgrading, cloning, and removing Azure IoT Operations on Arc-enabled Kubernetes, including secure/prod setups, private networks/registries, and Dapr MQTT components.

Troubleshooting

TopicURL
Debug Azure IoT WASM modules in VS Codehttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-debug-wasm-modules
Troubleshoot private connectivity issues in Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/manage-layered-network/howto-troubleshoot-private-connectivity
Interpret Azure IoT Operations health reason codeshttps://learn.microsoft.com/en-us/azure/iot-operations/reference/health-status-reason-codes
Diagnose known issues in Azure IoT Operations componentshttps://learn.microsoft.com/en-us/azure/iot-operations/troubleshoot/known-issues
Use tools to troubleshoot Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/troubleshoot/tips-tools
Diagnose and fix Azure IoT Operations issueshttps://learn.microsoft.com/en-us/azure/iot-operations/troubleshoot/troubleshoot

Best Practices

TopicURL
Apply production deployment guidelines for Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/concept-production-guidelines
Design highly available edge apps with Azure IoT Operations MQTT brokerhttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/overview-edge-apps
Use Azure IoT Operations state store for persistent edge datahttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/overview-state-store
Test MQTT broker connectivity in Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/manage-mqtt-broker/howto-test-connection

Decision Making

TopicURL
Select between data flows and data flow graphshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/overview-dataflow-comparison
Plan production-scale Azure IoT Operations deploymentshttps://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/concept-production-examples
Plan Azure IoT Operations deployment topology and sizinghttps://learn.microsoft.com/en-us/azure/iot-operations/deployment-plan/deployment-planning
Plan MQTT broker diagnostics configurationhttps://learn.microsoft.com/en-us/azure/iot-operations/deployment-plan/deployment-planning-diagnostics
Plan disk-backed message buffering for MQTT brokerhttps://learn.microsoft.com/en-us/azure/iot-operations/deployment-plan/deployment-planning-disk-buffer
Decide MQTT broker persistence strategy for IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/deployment-plan/deployment-planning-persistence
Choose OPC UA asset discovery modes in Azure IoThttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/concept-opc-ua-asset-discovery

Architecture & Design Patterns

TopicURL
Build ISA-95 unified namespace with Azure IoThttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-build-unified-namespace
Design layered networking for Azure IoT Operations deploymentshttps://learn.microsoft.com/en-us/azure/iot-operations/manage-layered-network/concept-layered-network

Limits & Quotas

TopicURL
Plan OPC UA session sharing and high availability capacityhttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-configure-opc-ua-sessions-high-availability
Plan Azure IoT Operations baseline resource usagehttps://learn.microsoft.com/en-us/azure/iot-operations/reference/concept-resource-profiles
Review MQTT feature and packet limits in Azure IoT Operations brokerhttps://learn.microsoft.com/en-us/azure/iot-operations/reference/mqtt-support

Security

TopicURL
Configure custom certificate issuer for Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/howto-bring-your-own-issuer
Plan internal traffic encryption for MQTT broker podshttps://learn.microsoft.com/en-us/azure/iot-operations/deployment-plan/deployment-planning-encryption
Configure OPC UA certificate trust for IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-configure-opc-ua-certificates-infrastructure
Configure OPC UA certificate trust for Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/overview-opc-ua-connector-certificates-management
Configure private connectivity and network security for Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/manage-layered-network/howto-private-connectivity
Configure authentication for Azure IoT Operations MQTT brokerhttps://learn.microsoft.com/en-us/azure/iot-operations/manage-mqtt-broker/howto-configure-authentication
Configure MQTT broker authorization in Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/manage-mqtt-broker/howto-configure-authorization
Secure MQTT broker endpoints with BrokerListener configurationhttps://learn.microsoft.com/en-us/azure/iot-operations/manage-mqtt-broker/howto-configure-brokerlistener
Configure TLS, X.509 auth, and ABAC for IoT MQTThttps://learn.microsoft.com/en-us/azure/iot-operations/manage-mqtt-broker/tutorial-tls-x509
Define custom RBAC roles for Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/reference/custom-rbac
Enable secure settings and identities in Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/secure-iot-ops/howto-enable-secure-settings
Manage TLS certificates for external IoT Operations communicationshttps://learn.microsoft.com/en-us/azure/iot-operations/secure-iot-ops/howto-manage-certificates
Manage secrets for Arc-enabled IoT Operations clustershttps://learn.microsoft.com/en-us/azure/iot-operations/secure-iot-ops/howto-manage-secrets
Verify authenticity of Azure IoT Operations imageshttps://learn.microsoft.com/en-us/azure/iot-operations/secure-iot-ops/howto-validate-images

Configuration

TopicURL
Define and configure data flow graphs in Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/concept-dataflow-graphs
Configure Azure Data Lake Storage Gen2 endpoints for IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-adlsv2-endpoint
Configure Azure Data Explorer endpoints for IoT datahttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-adx-endpoint
Configure destinations and dynamic topics for IoT data flowshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-dataflow-destination
Configure Azure IoT Operations data flow endpointshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-dataflow-endpoint
Configure data flow profiles and instance countshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-dataflow-profile
Configure data flow sources and topics in Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-dataflow-source
Configure buffering and disk persistence for IoT data flowshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-disk-persistence
Configure Fabric OneLake endpoints in Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-fabric-endpoint
Configure Kafka and Event Hubs endpoints for IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-kafka-endpoint
Configure local storage data flow endpoints in Azure IoThttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-local-storage-endpoint
Configure MQTT data flow endpoints in IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-mqtt-endpoint
Create data flow graphs with composable transformshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-create-dataflow-graph
Configure filter stages in Azure IoT Operations data flowshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-filter
Configure custom WASM transforms in IoT data flowshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-graph-wasm
Configure map transforms in Azure IoT data flow graphshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-graphs-map
Configure unified health status reporting to Azurehttps://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/health-status-reporting
Configure observability for Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/howto-configure-observability
Configure advanced MQTT options for Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/deployment-plan/deployment-planning-mqtt-options
Configure container registry endpoints for IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-configure-registry-endpoint
Configure WebAssembly graph definitions for IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-configure-wasm-graph-definitions
Deploy WASM modules and graph definitions for IoThttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-deploy-wasm-graph-definitions
Configure OPC UA assets and datasets in Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-configure-opc-ua
Configure advanced OPC UA data collection featureshttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-configure-opc-ua-advanced-data-collection
Configure OPC UA asset discovery in Azure IoThttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-detect-opc-ua-assets
Create and manage connector templates in Azure IoThttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-manage-connector-templates
Configure HTTP/REST connector assets and deviceshttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-use-http-connector
Configure ONVIF connector for camera media streamshttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-use-onvif-connector
Manage Azure IoT Operations resources in the operations experience UIhttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-use-operations-experience
Configure SSE connector for server-sent eventshttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-use-sse-connector
Configure data persistence for Azure IoT Operations MQTT brokerhttps://learn.microsoft.com/en-us/azure/iot-operations/manage-mqtt-broker/howto-broker-persistence
Monitor Akri and connectors with Azure IoT metricshttps://learn.microsoft.com/en-us/azure/iot-operations/reference/observability-metrics-akri-connectors
Monitor Azure IoT Operations data flows with metricshttps://learn.microsoft.com/en-us/azure/iot-operations/reference/observability-metrics-data-flows
Use MQTT broker observability metrics in Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/reference/observability-metrics-mqtt-broker
Use OPC UA connector observability metrics in IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/reference/observability-metrics-opcua-broker

Integrations & Coding Patterns

TopicURL
Use expression language in Azure IoT data flowshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/concept-dataflow-graphs-expressions
Set up Fabric Real-Time Intelligence data flow endpointshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-fabric-real-time-intelligence
Enrich IoT Operations data flows with state store datasetshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-graphs-enrich
Control IoT Operations data flow with filters and brancheshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-graphs-filter-route
Throttle MQTT message rate in IoT Operations data flowshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-graphs-throttle
Route MQTT topics dynamically with IoT Operations data flowshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-graphs-topic-routing
Configure windowed aggregation in IoT Operations data flowshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-graphs-window
Configure OpenTelemetry endpoints for Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/open-telemetry
Build and test WASM modules for Azure IoT data flowshttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-build-wasm-modules
Build and deploy custom Akri REST connectorshttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-develop-akri-connectors
Develop Dapr apps integrating with MQTT brokerhttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-develop-dapr-apps
Run ONNX inference inside IoT WASM data flowshttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-wasm-onnx-inference
Validate WASM messages with Azure IoT schema registryhttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-wasm-schema-registry
Use state store with Azure IoT WASM operatorshttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-wasm-state-store
Implement Azure IoT Operations state store protocolhttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/reference-state-store-protocol
Control OPC UA server data via Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-control-opc-ua
Configure Azure IoT media connector for camerashttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-use-media-connector
Configure MQTT connector assets in Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-use-mqtt-connector
Capture ONVIF camera media to Azure Blob Storagehttps://learn.microsoft.com/en-us/azure/iot-operations/end-to-end-tutorials/tutorial-onvif-media-blob-storage

Deployment

TopicURL
Clean up Azure IoT Operations observability resourceshttps://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/howto-clean-up-observability-resources
Deploy Azure IoT Operations securely to production clustershttps://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/howto-deploy-iot-operations
Deploy Azure IoT Operations to a test clusterhttps://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/howto-deploy-iot-test-operations
Prepare Azure Arc Kubernetes clusters for IoT Operations deploymenthttps://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/howto-prepare-cluster
Deploy Dapr pluggable components with MQTT brokerhttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-deploy-dapr
Deploy Azure IoT Operations in layered private networkshttps://learn.microsoft.com/en-us/azure/iot-operations/end-to-end-tutorials/tutorial-layered-network-private-connectivity
Clone Azure IoT Operations instances using Azure CLIhttps://learn.microsoft.com/en-us/azure/iot-operations/manage-iot-ops/howto-clone-instance
Manage, update, and uninstall Azure IoT Operations instanceshttps://learn.microsoft.com/en-us/azure/iot-operations/manage-iot-ops/howto-manage-update-uninstall
Upgrade Azure IoT Operations deployments to newer versionshttps://learn.microsoft.com/en-us/azure/iot-operations/manage-iot-ops/howto-upgrade
Check Azure IoT Operations supported versions and environmentshttps://learn.microsoft.com/en-us/azure/iot-operations/overview-support
Mirror Azure IoT Operations images to private registryhttps://learn.microsoft.com/en-us/azure/iot-operations/secure-iot-ops/howto-mirror-images-private-registry

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