dag-create - Create a deployable one-off orchestration DAG
Generate one complete Airflow or Dagster Python DAG file from a natural-language pipeline description and Starlake project metadata.
Tags
Updated: 2026-10-15Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Read project metadata
- Resolve pipeline schedules
- Validate write strategies
- Assign task dependencies
- Generate deployable DAG files
- Group tasks by domain
Inputs
- Natural-language pipeline description
- Starlake project root
- Project metadata directory
- Orchestrator selection
- Pre-load strategy
Outputs
- Complete Python DAG file
- Pipeline exports
- Metadata validation warnings
Requirements
- Starlake project with metadata/
- starlake-airflow>=0.6.1 or starlake-dagster>=0.5.1
- starlake-orchestration>=0.5.1
- Starlake CLI 1.5.x
- Starlake CLI reachable at runtime
- Non-Snowflake executor