What problem does it solve?
This Skill helps you manage and troubleshoot Apache Airflow by letting you list DAGs, trigger runs, inspect task logs, and diagnose import or execution failures without guessing.
Core Features & Use Cases
- Airflow operations via CLI: list DAGs, explore DAGs, get schedules/details, pause/unpause, and trigger runs (optionally waiting for completion).
- Failure investigation: check import/parse errors, diagnose failed runs, and retrieve task logs to find the root cause.
- Instance & configuration management: switch between multiple Airflow instances, manage connections/variables/pools, and verify health.
- Scope note: route to related sub-skills for writing/testing DAGs, deployment, lineage/freshness checks, and Airflow 2→3 migration.
Example: When a DAG fails to appear because of an import/parse error, you can query Airflow for the specific error state, inspect logs for the failing task, and then iterate on the fix using the linked debugging/DAG authoring sub-skills.
Quick Start
Use this skill to trigger a DAG run and get the result by running the command af runs trigger-wait <dag_id>.