Manage Microsoft Fabric operational excellence across capacity planning, governance, security, cost optimization, and observability. Use when the request involves workspace administration, capacity monitoring, access control, compliance policies, cross-workload operational concerns, or workspace documentation and…
Build full-stack applications on top of Microsoft Fabric using Python, ODBC, XMLA, and REST APIs. Use when the request involves building applications connected to Fabric data. Delegates endpoint-specific implementation to specialized skills.
Orchestrate end-to-end Microsoft Fabric data engineering workflows that span multiple workloads and personas. Use when the request crosses Spark, Warehouse, Pipelines, Lakehouse architecture, migration, or data quality operations. Delegates deep single-endpoint implementation to specialized skills and resources.
Review Microsoft Fabric code, notebooks, item definitions, prompts, skills, agents, and architecture for correctness, security, operability, governance, and test coverage. Use when the user asks for review, audit, quality gate, release readiness, PR feedback, validation, or risk assessment of Fabric work. Findings…
Plan and execute Microsoft Fabric release engineering across Git integration, deployment pipelines, Variable Libraries, Fabric REST APIs, fabric-cicd, GitHub Actions, Azure DevOps, validation gates, rollback, and post-deploy smoke tests. Use when the request involves deploy, promote, release, CI/CD, ALM…
Design Microsoft Fabric solution architecture across Lakehouse, Warehouse, Real-Time Intelligence, Data Factory, Power BI, Data Agents, governance, security, operations, and ALM. Use when the request asks for a target architecture, solution blueprint, workload selection, trade-off analysis, reference architecture…
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