azure-ai-anomalydetector-java
Pass
Audited by Gen Agent Trust Hub on Sep 16, 2026
Risk Level: SAFE
Full Analysis
- Credential Handling: The skill demonstrates best practices by using environment variables (AZURE_ANOMALY_DETECTOR_API_KEY) and Azure Identity's DefaultAzureCredential to manage sensitive API keys, avoiding hardcoded secrets in the source code.
- Authorized Data Access: Examples for multivariate detection utilize Shared Access Signature (SAS) URLs to access data in Azure Blob Storage. This is a standard and secure pattern for granting limited, time-bound access to specific storage resources.
- Trusted SDK Dependencies: The skill relies on official Azure Java SDKs from the com.azure group, which are standard, well-maintained libraries for interacting with Microsoft Azure AI services.
- Secure Configuration: The implementation guides users toward using DefaultAzureCredential and managed identities, which minimizes the need for long-lived secrets in production environments.
Audit Metadata