Migrate Airflow DAG to Kestra

Migrate an Apache Airflow DAG file to a production-ready Kestra flow with proper namespace files, correct task ordering, and schema-validated YAML.

When to use

Use this skill when the request involves migrating from Apache Airflow to Kestra, including:

• Migrating an Airflow DAG (.py) to a Kestra flow YAML
• Translating @task-decorated functions or operators into Kestra tasks
• Converting Airflow DAG dependencies into Kestra's sequential/parallel task structure

Required inputs

• Path to the Airflow DAG .py file ($ARGUMENTS)
• Output directory for generated files (defaults to kestra-migrate/ next to the DAG)
• Target Kestra namespace (ask if not provided; default to company.team)

Workflow