lakehouse-pipeline-design
Create a Databricks lakehouse pipeline design doc (bronze/silver/gold, DLT or Jobs), including SLAs, data quality, Unity Catalog governance, monitoring, and an implementation checklist. Use when designing or reviewing ETL/ELT pipelines, DLT pipelines, streaming ingestion, CDC, or batch jobs on Databricks.
sql-performance-review
Review and improve Databricks SQL queries for correctness, readability, and performance (joins, filters, aggregations, partition pruning). Use when someone pastes a SQL query, asks why it is slow, or requests a rewrite/optimization in Databricks SQL.
team-templates
Generate standardized team templates (project kickoff, data contract, incident postmortem/RCA, weekly status update, Unity Catalog access request). Use when someone asks for a template, PRD/1-pager, design doc, postmortem, weekly update, data contract, or access request.