debugging-dags
Find why your Airflow workflows keep failing.
What it does
Diagnoses failed Airflow DAGs and provides root causes, fixes, and prevention recommendations.
When to use it
Use for deep failure investigations, DAG import or parsing errors, and failing tasks or runs that need diagnosis and repair.
How to use it
Give it a failing Airflow workflow to investigate; it returns a diagnosis with impact, immediate fixes, prevention advice, and ready-to-use commands.
What you provide
- An existing project
Uses
What you need · 2
Requires af on PATH; the instructions describe obtaining it through astro otto or a standalone astro-airflow-mcp installation.
Requires an Airflow instance whose DAG failures, run information, and task logs can be inspected.
Access · 7
This skill
Airflow
Reads Airflow failures and logs
source tables
Counts rows in source tables