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azure-anomaly-detector

Provides expert guidance for Azure AI Anomaly Detector development, covering troubleshooting, best practices, and deployment strategies.

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Security score

The azure-anomaly-detector skill was audited on Mar 7, 2026 and we found 11 security issues across 1 threat category. Review the findings below before installing.

Categories Tested

Security Issues

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External URL reference

SourceSKILL.md
37| Troubleshoot Multivariate Anomaly Detector error codes | https://learn.microsoft.com/en-us/azure/ai-services/anomaly-detector/concepts/troubleshoot |
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External URL reference

SourceSKILL.md
38| Resolve common Azure Anomaly Detector issues | https://learn.microsoft.com/en-us/azure/ai-services/anomaly-detector/faq |
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External URL reference

SourceSKILL.md
43| Apply univariate Anomaly Detector API best practices | https://learn.microsoft.com/en-us/azure/ai-services/anomaly-detector/concepts/anomaly-detection-best-practices |
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External URL reference

SourceSKILL.md
44| Use multivariate Anomaly Detector API effectively | https://learn.microsoft.com/en-us/azure/ai-services/anomaly-detector/concepts/best-practices-multivariate |
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External URL reference

SourceSKILL.md
49| Design predictive maintenance with Multivariate Anomaly Detector | https://learn.microsoft.com/en-us/azure/ai-services/anomaly-detector/concepts/multivariate-architecture |
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External URL reference

SourceSKILL.md
54| Use Anomaly Detector regional endpoints and constraints | https://learn.microsoft.com/en-us/azure/ai-services/anomaly-detector/regions |
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External URL reference

SourceSKILL.md
55| Review Anomaly Detector service limits and quotas | https://learn.microsoft.com/en-us/azure/ai-services/anomaly-detector/service-limits |
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External URL reference

SourceSKILL.md
60| Configure Anomaly Detector container runtime settings | https://learn.microsoft.com/en-us/azure/ai-services/anomaly-detector/anomaly-detector-container-configuration |
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External URL reference

SourceSKILL.md
65| Deploy and run Anomaly Detector Docker containers | https://learn.microsoft.com/en-us/azure/ai-services/anomaly-detector/anomaly-detector-container-howto |
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External URL reference

SourceSKILL.md
66| Run Anomaly Detector in Azure Container Instances | https://learn.microsoft.com/en-us/azure/ai-services/anomaly-detector/how-to/deploy-anomaly-detection-on-container-instances |
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External URL reference

SourceSKILL.md
67| Deploy Anomaly Detector module to Azure IoT Edge | https://learn.microsoft.com/en-us/azure/ai-services/anomaly-detector/how-to/deploy-anomaly-detection-on-iot-edge |
Scanned on Mar 7, 2026
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