Data pipeline and ETL design, implementation, testing, and debugging. Covers extraction, transformation, loading, data quality validation, schema contracts, observability, and error handling. Works with any orchestrator (Airflow, dbt, Dagster, Prefect, Luigi, custom scripts) and any data store.
From godmodenpx claudepluginhub arbazkhan971/godmodegodmode//pipelineCreates or repairs Redpanda Connect pipeline configurations interactively with guidance and validation, using required context and optional existing file.
/pipelineAnalyzes content from one or more URLs to extract structural, psychological, and mechanical patterns, producing an anatomy guide and interview questions.
/pipelineOrchestrates multi-step design pipelines: run named YAML pipeline with input brief, list available pipelines, or show pipeline definition and steps.
/pipelineDesigns and optimizes CI/CD pipelines based on requirements, for optional platforms like GitHub Actions or GitLab CI.
/pipelineManages BD pipeline in Linear: lists active deals by stage and staleness, creates new deals, updates existing ones, runs health checks.
Data pipeline and ETL design, implementation, testing, and debugging. Covers extraction, transformation, loading, data quality validation, schema contracts, observability, and error handling. Works with any orchestrator (Airflow, dbt, Dagster, Prefect, Luigi, custom scripts) and any data store.
/godmode:pipeline # Interactive pipeline design workflow
/godmode:pipeline --design # Design architecture without implementing
/godmode:pipeline --implement # Implement from existing design
/godmode:pipeline --test # Run pipeline tests (unit + integration)
/godmode:pipeline --backfill 2025-01-01:2025-01-31 # Run for historical date range
/godmode:pipeline --validate # Run data quality checks on last output
/godmode:pipeline --debug # Investigate a failing pipeline
/godmode:pipeline --status # Show run history and health
/godmode:pipeline --dry-run # Show what pipeline would do without executing
/godmode:pipeline --profile # Profile performance (time per stage)
/godmode:pipeline --schema # Show schema contracts for all boundaries
/godmode:pipeline --reconcile # Run source-target reconciliation
/godmode:pipeline --dbt # Focus on dbt model design and testing
/godmode:pipeline --streaming # Design a streaming pipeline
/godmode:pipeline --monitor # Set up monitoring and alerting
"pipeline: <name> -- <source> to <target>, <schedule>"After pipeline: /godmode:query to optimize pipeline queries, /godmode:migrate if schema changes needed, or /godmode:ship to deploy.
/godmode:pipeline Sync orders from Postgres to BigQuery, daily at 2 AM
/godmode:pipeline --debug Our nightly ETL has been failing for 3 days
/godmode:pipeline --dbt Build staging and mart models for the orders domain
/godmode:pipeline --streaming Clickstream from Kafka to Elasticsearch
/godmode:pipeline --backfill 2024-01-01:2024-12-31 # Load historical data
/godmode:pipeline --reconcile # Verify source matches target