spark-operations-cli
Pass
Audited by Gen Agent Trust Hub on May 11, 2026
Risk Level: SAFECOMMAND_EXECUTION
Full Analysis
- [Official API Interaction]: The skill uses the Azure CLI (
az rest) to interact with authenticated Microsoft Fabric REST endpoints (e.g.,api.fabric.microsoft.com). This follows industry standards for managing cloud resources and performing diagnostics. - [Diagnostic Command Execution]: It includes shell-based workflows for retrieving driver logs, executor metrics, and Spark Advisor findings. These commands are focused on read-only triage, and the instructions explicitly state that destructive actions like terminating sessions require user confirmation.
- [Data Management]: For advanced diagnostics, the skill facilitates copying Spark event logs to the user's OneLake storage and provides guidance for downloading them locally. These operations are conducted within the user's trusted infrastructure using standard utilities like
curl. - [Input Ingestion]: The skill processes data from Spark logs and pipeline tracebacks to identify root causes of failures. While this involves reading external data, the context is limited to diagnostic reporting within the agent's session.
Audit Metadata