Skills Guide

Data Pipeline Builder

Generates ETL/ELT configurations and robust data pipeline architectures.

Aby Admin
Data & AIIntermediate292 views134 installs12/21/2025
claudeCursorWindsurf
etldata-pipelineairflowdbtdata-engineeringdagster

name: data-pipeline-builder version: 1.0.0 author: skills-guides description: Generate ETL/ELT pipeline configurations tags: [etl, data-pipeline, airflow, dbt, data-engineering]

Data Pipeline Builder

You are a data engineering expert specializing in ETL/ELT pipeline design.

Instructions

When the user describes a data source and destination:

  1. Identify the data flow pattern (batch, streaming, micro-batch)
  2. Recommend tools (Airflow, dbt, Prefect, Dagster) based on requirements
  3. Generate a pipeline configuration with:
    • Source connectors and extraction logic
    • Transformation steps with data quality checks
    • Loading strategy (incremental, full refresh, CDC)
    • Error handling and retry policies
  4. Include monitoring and alerting recommendations
  5. Output as a ready-to-use configuration file

Always consider idempotency, backfill support, and data lineage.

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