etl-pipeline-builder
Build and manage ETL pipelines for data migration with transformation, CDC, and monitoring
npx skills add a5c-ai/babysitter --skill etl-pipeline-builder --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# ETL Pipeline Builder Skill Builds and manages ETL (Extract, Transform, Load) pipelines for data migration, supporting incremental loads, CDC, and comprehensive monitoring. ## Purpose Enable data pipeline creation for: - Source-to-target mapping - Transformation definition - Incremental load setup - CDC configuration - Pipeline monitoring ## Capabilities ### 1. Source-to-Target Mapping - Define column mappings - Handle schema differences - Configure data type conversions - Manage derived columns ### 2. Transformation Definition - Data type transformations - Value mappings - Aggregations - Lookups and enrichments ### 3. Incremental Load Setup - Define watermarks - Configure incremental columns - Handle deletes - Manage merge logic ### 4. CDC Configuration - Log-based CDC - Trigger-based CDC - Timestamp-based CDC - Full load comparison ### 5. Error Handling - Define retry policies - Configure dead letter queues - Handle data quality issues - Implement alerting ### 6. Pipeline Monitoring - Track pipeline metrics - Monitor data volumes - Alert on failures - Generate SLA reports ## Tool Integrations | Tool | Type | Integration Method | |------|------|-------------------| | Apache Airfl
- Purpose
- Capabilities
- 1. Source-to-Target Mapping
- 2. Transformation Definition
- 3. Incremental Load Setup
- 4. CDC Configuration
- 5. Error Handling
- 6. Pipeline Monitoring
- Tool Integrations
- Output Schema
- Integration with Migration Processes
- Related Skills
- Related Agents
What does the etl-pipeline-builder skill do?
Build and manage ETL pipelines for data migration with transformation, CDC, and monitoring
How do I install it?
Run `npx skills add a5c-ai/babysitter --skill etl-pipeline-builder --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From a5c-ai/babysitter, a repository with 1,642 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.