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databricks-dq-automation

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Actualizado12 de marzo de 2026 a las 16:47

Run repository-managed Databricks SQL data quality checks after pipeline changes and turn results into a PASS/FAIL report.

Instalación

Instalar con Codex o Claude Copia este prompt, pégalo en Codex, Claude u otro asistente, y deja que revise la página de la skill y la instale por ti.

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Fuente

alexeyban

alexeyban/databricks-lab

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Basado en la clasificación ocupacional SOC

Desarrolladores de softwareOcupaciones informáticas y matemáticas·SOC 15-1252

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SKILL.md

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name	databricks-dq-automation
description	Run repository-managed Databricks SQL data quality checks after pipeline changes and turn results into a PASS/FAIL report.

databricks-dq-automation

Use this skill when pipeline work changes Bronze, Silver, Gold, or notebook orchestration and you need automated post-update DQ validation.

Workflow

Read Agents/databricks-dq-automation.md before substantive work.
Prefer stored SQL in dq_queries/ over handwritten one-off checks.
Run skills/databricks-dq-automation/scripts/run_silver_dq.py after notebook or workflow updates that touch Silver outputs.
Treat any failed DQ check as a blocker until the cause is understood or fixed.

Repository Mapping

Agent definition: Agents/databricks-dq-automation.md
Query folder: dq_queries/silver/
Automation script: skills/databricks-dq-automation/scripts/run_silver_dq.py

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