What problem does it solve? Microsoft Fabric spans dozens of workloads—Spark, SQL, Warehouse, Eventhouse, Power BI, Dataflows, Git integration, and migrations—each with its own APIs, CLI patterns, and safety requirements. This Skill classifies any Fabric request and routes it to the correct bundled specialist guide so operations use the right REST, CLI, or MCP path with proper approval gates. ## Core Features & Use Cases - Specialist Routing: A routing table maps requests to 20+ bundled guides covering Activator, Eventstream, Spark, SQL DB, Warehouse, semantic models, migrations from Synapse/HDInsight/Databricks, and cost estimation. - Shared Operational Guidance: Common references cover Entra authentication, token audiences, pagination, long-running operations, OneLake access, and the required x-ms-fabric-skill telemetry header. - Safety Gates: State-changing operations (create, update, delete, deployment, capacity scaling, permission changes) require explicit user approval, with verification readbacks and structured result reporting. - Use Case: Ask to migrate a Synapse pipeline to Fabric—the Skill selects the pipeline-migration guide, resolves workspace and item context with read-only calls, states cost and rollback impact, and executes only after approval. ## Quick Start Ask the agent to design an end-to-end Fabric medallion architecture or to operate a specific Fabric item such as an Eventhouse or Warehouse in your workspace.
