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query-dag-failure-debugger

Official

Classify Airflow DAG failures with live triage.

Data & Analytics#investigation#logs#mcp#airflow#triage#dag
Authorrazorpay
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Triages and investigates Airflow DAG failures across Spark/EMR and Trino/Presto, providing a bucketed classification, concise root-cause reasoning, and live investigation options using MCP data sources.

Core Features & Use Cases

  • Classifies failures into 9 buckets (Airflow orchestration, upstream data, SPARK_RESOURCE, SPARK_RUNTIME, SQL_FAILURE, QUERY_ENGINE_TRANSIENT, PERMISSION_ACCESS, INFRASTRUCTURE, UNKNOWN)
  • Pulls evidence from Coralogix, Friday MCPs (AWS, K8s), and Grafana to inform triage
  • Performs Phase 1 classification quickly from the DAG code and task logs, with an optional Phase 2 live investigation
  • Suitable for Airflow-backed DAGs spanning Spark/EMR and Trino/Presto workloads

Quick Start

Paste an Airflow task error or log snippet to initialize a triage for the target DAG.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

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Please help me install this Skill:
Name: query-dag-failure-debugger
Download link: https://github.com/razorpay/trino-gateway/archive/main.zip#query-dag-failure-debugger

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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