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DAG Diagnosis

porastronomer·astronomer· v1.0.0 · atualizado em 2026-04-10
83
Score

Comprehensive DAG failure diagnosis and root cause analysis. Use for complex debugging requests requiring deep investigation like "diagnose and fix the pipeline", "full root cause analysis", "why is this failing and how to prevent it". For simple debugging ("why did dag fail", "show logs"), the airflow entrypoint skill handles it directly. This skill provides structured investigation and prevention recommendations.

airflowdagdebuggingdata-pipelineroot-cause-analysisdata-qualityerror-handling
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Documento do Skill

SKILL.mddebugging-dags/workflow
1. Identify the failed DAG and task using `diagnose_dag_run` or `get_system_health`.
2. Get error details from task logs using `get_task_logs`.
3. Categorize the failure type (data, code, infrastructure, dependency).
4. Check context: recent changes, data volume, upstream health, historical pattern, timing.
5. Compare the failed run against recent successful runs using `get_dag_run`.
6. Determine the root cause and impact assessment.
7. Provide immediate fix and prevention recommendations.
8. Provide quick commands to rerun or clear the task.

Telemetria de Agentes

Execuções
0
total
Taxa de Sucesso
0%
últimos 30d
Latência Média
0.0s
p50
Alucinação
0.0%
detecção
Tokens Entrada
0
avg 0/exec
Tokens Saída
0
avg 0/exec

Uso por Plataforma

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Árvore do Skill

DAG Diagnosis
debugging-dags
Fases Cognitivas6
1.SENSE
2.CONTEXTUALIZE
3.HYPOTHESIZE
4.EVALUATE
5.RECOMMEND
6.ACT
Triggers8
diagnose and fix the pipelinefull root cause analysis of dag failurewhy is this dag failing and how to prevent itinvestigate dag failuretroubleshoot airflow pipelineperform root cause analysis on airflow dagdebug data pipeline failureanalyze airflow dag failure

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Score Breakdown

⭐Avaliação Humana0%
🤖Sucesso de Agentes0%
🕐Atualidade100%
🔗Saúde de Dependências100%
🕸️Centralidade no Grafo0%
🛡️Segurança50%
CompositeScore = α·Humano + β·Agente + γ·Recência + δ·Deps + ε·Centralidade + ζ·Segurança

Instalação

$ synaptic mcp download debugging-dags
$ synaptic skills detail debugging-dags
$ synaptic skills live debugging-dags

Links

GitHub Repository