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Provides expert guidance for Azure IoT Operations development: troubleshooting, best practices, deployment patterns, MQTT data flows, WASM/ONNX transforms, OPC UA connectors, and Arc-based deployments.
How this skill is triggered — by the user, by Claude, or both
Slash command
/azure-agent-skills:azure-iot-operationsThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
This skill provides expert guidance for Azure IoT Operations. 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.
This skill provides expert guidance for Azure IoT Operations. 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), useread_filewith the specified lines. For categories with file links (e.g.,[security.md](security.md)), useread_fileon the linked reference file
IMPORTANT for Agent: If
metadata.generated_atis more than 3 months old, suggest the user pull the latest version from the repository. Ifmcp_microsoftdocstools 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-L44 | Diagnosing and fixing Azure IoT Operations issues: WASM module debugging, private network connectivity, health reason codes, known bugs/workarounds, and deployment/runtime failures. |
| Best Practices | L45-L51 | Production-ready guidance for Azure IoT Operations: deployment patterns, high availability design for the MQTT broker, and using the state store for durable, persistent edge data. |
| Decision Making | L52-L63 | Guidance on designing Azure IoT Operations deployments: choosing data flows vs graphs, sizing and topology, and planning MQTT broker endpoints, buffering, persistence, and diagnostics. |
| Limits & Quotas | L64-L69 | Planning baseline resource and capacity needs for Azure IoT Operations, and reviewing supported MQTT features, limits, and control capabilities in the broker. |
| Security | L70-L87 | Securing Azure IoT Operations: TLS/cert management, MQTT authz/authn and encryption, OPC UA trust, private connectivity, RBAC, secrets handling, and image validation. |
| Configuration | L88-L127 | Configuring IoT Operations data flows, endpoints, routing, transforms, schemas, connectors, storage, and observability/metrics for MQTT, Kafka, ADX, Fabric, Data Lake, and more. |
| Integrations & Coding Patterns | L128-L142 | Patterns for building IoT data flows: WASM transforms, ONNX inference, schema validation, state store usage, OPC UA/Akri connectors, and windowed aggregations. |
| Deployment | L143-L154 | Installing, configuring, upgrading, cloning, and removing Azure IoT Operations on Arc-enabled Kubernetes, including secure production, test, private-network, and WASM/graph deployments. |
| Topic | URL |
|---|---|
| Debug Azure IoT WASM modules in VS Code | https://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-debug-wasm-modules |
| Troubleshoot private connectivity in Azure IoT Operations | https://learn.microsoft.com/en-us/azure/iot-operations/manage-layered-network/howto-troubleshoot-private-connectivity |
| Interpret Azure IoT Operations health reason codes | https://learn.microsoft.com/en-us/azure/iot-operations/reference/health-status-reason-codes |
| Known issues and workarounds for Azure IoT Operations | https://learn.microsoft.com/en-us/azure/iot-operations/troubleshoot/known-issues |
| Troubleshoot deployment and runtime issues in Azure IoT Operations | https://learn.microsoft.com/en-us/azure/iot-operations/troubleshoot/troubleshoot |
| Topic | URL |
|---|---|
| Apply production deployment guidelines for Azure IoT Operations | https://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/concept-production-guidelines |
| Design highly available edge apps with Azure IoT Operations MQTT broker | https://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/overview-edge-apps |
| Use Azure IoT Operations state store for persistent edge data | https://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/overview-state-store |
| Topic | URL |
|---|---|
| Plan Azure IoT Operations baseline resource usage | https://learn.microsoft.com/en-us/azure/iot-operations/reference/concept-resource-profiles |
| Review MQTT feature and control support in broker | https://learn.microsoft.com/en-us/azure/iot-operations/reference/mqtt-support |
npx claudepluginhub microsoftdocs/agent-skills --plugin azure-agent-skillsExpert knowledge for Azure IoT Edge development covering troubleshooting, best practices, architecture patterns, provisioning (DPS/TPM/X.509), CI/CD, and deployment. Not for IoT Hub, IoT Central, IoT Operations, or Stack Edge.
Manages Huawei IEF edge node lifecycle, edge container workload deployment, IoT device twin state sync, and cloud-edge-device unified control plane with offline operation planning.
Provides CDSS development patterns for drug interaction checking, dose validation, clinical scoring (NEWS2, qSOFA), and alert classification integrated into EMR workflows.