azure-ai-ml-py
Pass
Audited by Gen Agent Trust Hub on Apr 28, 2026
Risk Level: SAFE
Full Analysis
- Official SDK Integration: The skill provides instructions for the 'azure-ai-ml' package, which is the authoritative Python library for Azure Machine Learning. It directs users to the official repository and standard installation channels.
- Secure Authentication Patterns: Documentation promotes the use of 'DefaultAzureCredential', which is a security best practice for Azure. This method automatically manages authentication via environment variables or identity services, reducing the risk of credential exposure.
- Defensive Coding Guidelines: The acceptance criteria file explicitly identifies hardcoded credentials as a high-priority anti-pattern. By providing clear 'Correct' vs 'Incorrect' examples, the skill helps prevent common security mistakes during development.
- Resource Scoping: The skill outlines the use of specific identifiers like subscription IDs and resource groups, which are necessary for scoping operations within the cloud environment and do not constitute sensitive secrets.
Audit Metadata