medallion plugins

by Luan Moreno

Spec-Driven Development framework for Data Engineering — 58 agents, 24 KB domains, 5-phase SDD workflow, 31 commands

by Matt Corbett

Analytics-engineering team — agents (analytics-engineer, semantic-layer-engineer, data-quality-testing-engineer) for the TRANSFORMATION layer in the modern data stack: dbt modeling (staging -> intermediate -> marts, the medallion/Kimball split, incremental models, materializations), a governed semantic/metrics layer (one definition of revenue/active-user, metrics-as-code) so every tool agrees, and data quality (dbt tests, freshness, model contracts, anomaly checks) that gates the warehouse. Warehouse-neutral (Snowflake/BigQuery/Redshift/Databricks). skills, a decision-tree knowledge bank (materialization + model-layer trees + a dated 2026 map), best-practices, templates, commands, an advisory hook. Distinct from data-platform (ingestion/warehouse/BI) and database-engineering (OLTP). Seams: ELT/warehouse provisioning -> data-platform, OLTP -> database-engineering, BI -> tableau/data-platform, enterprise lakehouse -> microsoft-fabric. Requires ravenclaude-core@>=0.7.0.

by Matt Corbett

Microsoft Fabric specialist team — agents (fabric-architect, lakehouse-engineer, warehouse-engineer, data-factory-engineer, realtime-intelligence-engineer, fabric-semantic-model-engineer, fabric-admin) covering OneLake, Lakehouse (Spark/Delta/medallion/materialized lake views), Warehouse (T-SQL/ACID), Data Factory (mirroring/copy-job/dataflow-gen2/pipelines), Real-Time Intelligence (Eventstream/Eventhouse/KQL/Activator), Direct Lake semantic models, and platform admin (capacity FinOps, OneLake security, domains, Purview, ALM). citation-grounded knowledge bank (two Mermaid decision trees + a dated 2026 capability map), templates, an advisory hook (house opinions). Seams: enterprise Microsoft/Fabric here vs non-Microsoft/SMB embedded to data-platform; Fabric storage + Direct Lake here vs standalone Power BI/.pbix to power-platform/power-bi-engineer. Requires ravenclaude-core@>=0.7.0.