Expert knowledge for Azure IoT Central development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when designing device templates, data export, IoT Edge gateways, REST/CLI automation, or IoT Central–to–IoT Hub migrations, and other Azure IoT Central related development tasks. Not for Azure IoT Hub (use azure-iot-hub), Azure IoT Edge (use azure-iot-edge), Azure IoT Operations (use azure-iot-operations), Azure Digital Twins (use azure-digital-twins).
npx skills add https://github.com/MicrosoftDocs/Agent-Skills --skill azure-iot-central
This skill provides expert guidance for Azure IoT Central. 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.
> 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 | L37-L43 | Diagnosing and fixing IoT Central issues: common errors, device connectivity/data export problems, and using audit logs to investigate configuration or state changes. |
| Best Practices | L44-L48 | Guidance on designing and implementing IoT devices for IoT Central, including connectivity, reliability, security, telemetry modeling, and lifecycle best practices. |
| Decision Making | L49-L53 | Guidance for planning and executing migration of devices and workloads from Azure IoT Central to Azure IoT Hub, including architecture, data, and operational considerations. |
| Architecture & Design Patterns | L54-L60 | Solution-level IoT Central architecture, using IoT Edge as a gateway, and designing data transformation flows from devices to downstream apps and storage. |
| Limits & Quotas | L61-L66 | IoT Central limits (devices, throughput, API calls), quotas, and supported client environments, including browser support and network/connectivity requirements. |
| Security | L67-L82 | Securing IoT Central apps, devices, and APIs: device auth (SAS/X.509), private endpoints/VNet export, orgs/roles, multi-tenant access, and admin lifecycle/security policies. |
| Configuration | L83-L103 | Configuring IoT Central apps: device templates, connectivity, rules, branding, data export (Blob, ADX, Event Hubs, Service Bus, webhooks), and managing via portal, CLI, and REST APIs |
| Integrations & Coding Patterns | L104-L119 | Using REST/CLI/Power Automate/Logic Apps to integrate IoT Central with other services, manage and query devices, handle properties/commands, connect Edge/simulated devices, and export data to Power BI |
| Deployment | L120-L127 | Guides for deploying and integrating IoT Central solutions: device bridge setup, CI/CD with Azure Pipelines, and managing IoT Edge deployments and jobs via UI and REST APIs. |
| Topic | URL |
|-------|-----|
| Resolve common Azure IoT Central issues and errors | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-faq |
| Use IoT Central audit logs to investigate changes | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-use-audit-logs |
| Diagnose device connectivity and data export in IoT Central | https://learn.microsoft.com/en-us/azure/iot-central/core/troubleshooting |
| Topic | URL |
|-------|-----|
| Apply device implementation best practices for IoT Central | https://learn.microsoft.com/en-us/azure/iot-central/core/concepts-device-implementation |
| Topic | URL |
|-------|-----|
| Migrate IoT Central devices to Azure IoT Hub | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-migrate-to-iot-hub |
| Topic | URL |
|-------|-----|
| Understand Azure IoT Central solution architecture components | https://learn.microsoft.com/en-us/azure/iot-central/core/concepts-architecture |
| Use IoT Edge gateway patterns with IoT Central | https://learn.microsoft.com/en-us/azure/iot-central/core/concepts-iot-edge |
| Choose and implement data transformation paths for IoT Central | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-transform-data |
| Topic | URL |
|-------|-----|
| Review Azure IoT Central quotas and service limits | https://learn.microsoft.com/en-us/azure/iot-central/core/concepts-quotas-limits |
| Supported browsers and connectivity requirements for Azure IoT Central | https://learn.microsoft.com/en-us/azure/iot-central/core/iot-central-supported-browsers |
| Topic | URL |
|-------|-----|
| Configure device authentication and enrollment in IoT Central | https://learn.microsoft.com/en-us/azure/iot-central/core/concepts-device-authentication |
| Configure private endpoints for IoT Central device connectivity | https://learn.microsoft.com/en-us/azure/iot-central/core/concepts-private-endpoints |
| Authenticate IoT Central devices with X.509 certificates | https://learn.microsoft.com/en-us/azure/iot-central/core/how-to-connect-devices-x509 |
| Authenticate and authorize IoT Central REST API calls | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-authorize-rest-api |
| Export Azure IoT Central data to secure VNet destinations | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-connect-secure-vnet |
| Configure IoT Central organizations for multi-tenant access control | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-create-organizations |
| Create and configure private endpoints for Azure IoT Central | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-create-private-endpoint |
| Manage IoT Central organizations with the REST API | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-manage-organizations-with-rest-api |
| Manage IoT Central users and roles in the portal | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-manage-users-roles |
| Manage IoT Central users and roles via REST API | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-manage-users-roles-with-rest-api |
| Administer IoT Central applications and lifecycle policies | https://learn.microsoft.com/en-us/azure/iot-central/core/overview-iot-central-admin |
| Secure IoT Central apps, devices, and API access | https://learn.microsoft.com/en-us/azure/iot-central/core/overview-iot-central-security |
| Topic | URL |
|-------|-----|
| Define and manage IoT Central device templates | https://learn.microsoft.com/en-us/azure/iot-central/core/concepts-device-templates |
| Configure and manage IoT Central device file uploads | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-configure-file-uploads |
| Create IoT Central applications via portal or CLI | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-create-iot-central-application |
| Configure branding and UI customization in Azure IoT Central | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-customize-ui |
| Version and edit IoT Central device templates safely | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-edit-device-template |
| Configure IoT Central data export to Azure Data Explorer | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-export-to-azure-data-explorer |
| Configure IoT Central data export to Blob Storage | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-export-to-blob-storage |
| Configure IoT Central data export to Event Hubs | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-export-to-event-hubs |
| Configure IoT Central data export to Service Bus | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-export-to-service-bus |
| Manage and monitor Azure IoT Central applications | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-manage-and-monitor-iot-central |
| Manage IoT Central data exports using the REST API | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-manage-data-export-with-rest-api |
| Manage IoT Central device templates via REST API | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-manage-device-templates-with-rest-api |
| Manage IoT Central applications using control plane REST API | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-manage-iot-central-with-rest-api |
| Map and transform telemetry on ingress to IoT Central | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-map-data |
| Create device templates and define capabilities in IoT Central | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-set-up-template |
| Transform device data inside IoT Central before export | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-transform-data-internally |
| Implement device connectivity primitives for IoT Central | https://learn.microsoft.com/en-us/azure/iot-central/core/overview-iot-central-developer |
| Topic | URL |
|-------|-----|
| Connect IoT Edge transparent gateway to IoT Central | https://learn.microsoft.com/en-us/azure/iot-central/core/how-to-connect-iot-edge-transparent-gateway |
| Integrate IoT Central rules with Power Automate and Logic Apps | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-configure-rules-advanced |
| Control IoT Central devices with REST API properties and commands | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-control-devices-with-rest-api |
| Manage IoT Central devices programmatically with REST API | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-manage-devices-with-rest-api |
| Monitor IoT Central device connectivity with Azure CLI | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-monitor-devices-azure-cli |
| Query IoT Central devices using the REST API | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-query-with-rest-api |
| Define and invoke device commands in IoT Central | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-use-commands |
| Programmatically use device properties in IoT Central | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-use-properties |
| Plan integrations between IoT Central and other services | https://learn.microsoft.com/en-us/azure/iot-central/core/overview-iot-central-solution-builder |
| Connect simulated devices to Azure IoT Central | https://learn.microsoft.com/en-us/azure/iot-central/core/tutorial-connect-device |
| Use IoT Central REST API for app management | https://learn.microsoft.com/en-us/azure/iot-central/core/tutorial-use-rest-api |
| Export IoT Central data and build Power BI insights | https://learn.microsoft.com/en-us/azure/iot-central/retail/tutorial-in-store-analytics-export-data-visualize-insights |
| Topic | URL |
|-------|-----|
| Deploy the Azure IoT Central device bridge solution | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-build-iotc-device-bridge |
| Integrate Azure IoT Central with Azure Pipelines CI/CD | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-integrate-with-devops |
| Manage IoT Edge deployment manifests in IoT Central | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-manage-deployment-manifests |
| Manage IoT Edge deployment manifests via IoT Central REST API | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-manage-deployment-manifests-with-rest-api |
| Create and manage IoT Central jobs via REST API | https://learn.microsoft.com/en-us/azure/iot-central/core/howto-manage-jobs-with-rest-api |
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-iot-central 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.