Runs before the agent uses a tool for Bash tool calls, executing require-fresh-pr-description.sh, pr-merge-description.sh, protect-main-branch.sh and require-changelog-entry.sh via bash (4 commands). From andre-salvati/databricks-template.
83 25d agoA
tokens not measured
originalApache-2.0
Investigate why two datasets that should agree don't — two pipelines writing the same logical table, a rollup vs the detail it aggregates, a dashboard vs its source, one environment vs another. Use when row counts, totals, or date ranges disagree and the question is what happened rather than just what differs. Covers…
Run the project cost report and write the analysis into it. Use when asked about this project's cloud spend, cost anomalies, spikes or trends, DBU/DSU consumption, per-job or per-pipeline cost, or the AWS vs Databricks split. Runs make project-costs (AWS Cost Explorer + Databricks system.billing), then analyses the…
Diagram a SQL query and explain what it shows — either its execution steps (mode=plan) or its column lineage (mode=lineage) — then trace it through small data so the defects the picture cannot show become visible. Use when asked to visualize, diagram, explain or review what a query does, how it joins its tables, or…
Instructions for andre-salvati/databricks-template, covering claude.md, project overview, tooling: mcp servers, cli, skills → see specs/tooling.md, commands and architecture & data model → see specs/.