spark-authoring-cli
Pass
Audited by Gen Agent Trust Hub on Mar 19, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTION
Full Analysis
- Platform API Interactions:
- The skill utilizes command-line tools to interact with official service endpoints (e.g., api.fabric.microsoft.com). These operations are part of the core functionality for resource management and data orchestration within the cloud environment.
- Local Development Dependencies:
- The documentation references common data science and engineering libraries from official package registries, such as
pysparkanddelta-spark. These tools are used to support local testing and development of Spark applications. - Notebook Content Manipulation:
- A workflow is described for modifying notebook definitions, involving JSON parsing and standard Base64 encoding. This process is necessary for programmatic updates to notebook items via the platform's API and adheres to standard implementation requirements.
- External Data Ingestion Considerations:
- The skill provides guidance on ingesting data from external URLs by staging files into the platform's storage layer. While this follows standard data engineering practices, users are encouraged to ensure that the sources of any external data processed by the skill are verified to maintain data integrity.
- Ingestion points: Notebook content is retrieved via the
getDefinitionAPI as documented in resources/notebook-api-operations.md. - Boundary markers: The skill recommends validating JSON structures to ensure schema compliance during deployment.
- Capability inventory: The skill utilizes tools to execute API calls and run Spark SQL commands for data processing.
- Sanitization: Structural validation of the notebook JSON is performed before updates are applied to the platform.
Audit Metadata