Individual skill
airflow-dag-analyzer
Analyzes, validates, and optimizes Apache Airflow DAGs for reliability, performance, and best practices adherence.
library/specializations/data-engineering-analytics/skills/airflow-dag-analyzer/SKILL.md
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# Airflow DAG Analyzer
Analyzes, validates, and optimizes Apache Airflow DAGs for reliability and performance.
## Overview
This skill examines Apache Airflow DAG definitions to identify performance bottlenecks, reliability issues, and best practice violations. It provides recommendations for task dependency optimization, parallelism configuration, error handling, and resource management.
## Capabilities
- **DAG structure analysis and validation** - Parse and validate DAG structure
- **Task dependency optimization** - Identify bottlenecks and suggest parallel execution
- **Parallelism and concurrency recommendations** - Optimize pool and slot allocation
- **SLA and timeout configuration** - Recommend appropriate timeouts and SLAs