Menu

Individual skill

managed-airflow-dag-troubleshooting

Provides guidance for troubleshooting Apache Airflow DAGs (failed DAG runs and task instances) in Managed Service for Apache Airflow (MSAA; formerly Cloud Composer). Use when figuring out reasons for DAG run or task instance failures. Don't use when looking for overall recommendations for Managed Airflow environment performance.

skills/cloud/managed-airflow-dag-troubleshooting/SKILL.md

Read pinned source

Source commit 496fbede89dac1faf0d180a936bfc472b6fbf886

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
Yes
Repository scan complete
No
Skill scan complete
No
Observed behavior
Network or broad shell
Last checked
Nov 4, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
23,553
Repository last updated
Nov 7, 2026
License
Apache-2.0

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# Managed Service for Apache Airflow (formerly Cloud Composer) DAG troubleshooting guide

This skill provides instructions for troubleshooting Managed Airflow DAGs (DAG
runs and task instances), utilizing `gcloud composer`, `gcloud logging` and
`gcloud storage` commands to fetch remote logs and code.

## Attribution

**MUST READ**: Before executing any `gcloud`, REST API, or MCP command, you
MUST read [Usage Attribution](references/attribution.md). For commands executed
directly in the terminal (never in generated scripts, Terraform, or user code),
prefix `gcloud` with
`CLOUDSDK_METRICS_REQUEST_ATTRIBUTION="agent-skills/1.0 (skill:managed-airflow-dag-troubleshooting)"`
and append `agent-skills/1.0 (skill:managed-airflow-dag-troubleshooting)` to `User-Agent` headers.