The Agent Skills Directory

Standard Command Execution: The migration orchestration scripts utilize the Azure CLI (az) through Python's subprocess module. This is used to programmatically acquire authentication tokens and interact with Azure resources, which is an expected and standard practice for migration automation tools.
Trusted API Communication: The skill performs network operations using the requests library to communicate with established Microsoft API endpoints, including management.azure.com for resource management and api.fabric.microsoft.com for Fabric operations. These communications are essential for the migration process and target trusted service domains.
Secure Credential Handling: The skill avoids hardcoding sensitive information, instead using clear placeholders for tenant and workspace identifiers. It provides established patterns for retrieving secrets from Azure Key Vault, ensuring that credentials are managed securely throughout the migration lifecycle.
Dependency Verification: The documentation includes detailed compatibility checks for Python and Java libraries. It identifies version gaps between Synapse and Fabric runtimes and provides remediation steps for installing standard, verified packages from official registries like PyPI.
Validation Framework: A robust suite of validation scripts is included to verify data integrity (row counts and checksums) and compute environment readiness post-migration, ensuring a reliable transition without introducing unexpected code behaviors.

synapse-migration