Create a new Whirl environment in the envs/ directory. Use when the user wants to add, scaffold, or create a new Docker Compose environment for the Whirl local Airflow development tool. Also invoked by the create-example skill when the user needs a custom environment. Triggers on requests like "create a new environment", "add an environment for Kafka", "I need an environment with Redis and S3".
Create a new Whirl example project in the examples/ directory. Use when the user wants to scaffold, add, or create a new Airflow DAG example for the Whirl local development tool. Triggers on requests like "create a new example", "add an example", "scaffold an example for X".
Before committing, work out which Whirl examples need a CI run to verify changes still work, then run them after confirming with the user. Use whenever the user is about to commit and asks "what should I test / verify before committing", "which examples does this change affect", "run CI for what I changed", or wants to validate edits to examples, envs, or core whirl files. Identifies the CI runs first and asks permission before running anything.
Bump the Airflow or Python version across all project files. Use when the user wants to update AIRFLOW_VERSION or PYTHON_VERSION.