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debugging-dags - Airflow DAG Failure Diagnosis and Root Cause Analysis

Systematic investigation and remediation of failed Airflow DAG executions

Tags

Updated: 2026-03-09

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • diagnose DAG failures
  • get task logs
  • analyze error details
  • check recent changes
  • assess impact
  • provide remediation steps
  • clear failed tasks
  • delete stuck runs

Inputs

  • Airflow CLI
  • DAG ID
  • run ID
  • task ID
  • error logs

Outputs

  • failure diagnosis report
  • actionable remediation steps
  • prevention recommendations
  • ready-to-use commands

Requirements

  • Airflow environment access
  • CLI tool availability

Source

  • Spec: SKILL.md

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airflow
dag
debugging
diagnosis
root-cause-analysis
diagnose DAG failures
get task logs
analyze error details
check recent changes
Airflow CLI
DAG ID
run ID
failure diagnosis report
actionable remediation steps
prevention recommendations