Lets your AI coding agent work with Apache Airflow directly, so you can inspect DAG runs, read task logs, fix broken DAGs and build human approval steps without switching tools. Works with open-source Airflow and Astronomer's managed platform.
@astronomerQueries, manages, and troubleshoots Apache Airflow using the `af` CLI. Use when working with anything related to Airflow - a DAG,…
@astronomerAirflow adapter pattern for v2/v3 API compatibility. Use when working with adapters, version detection, or adding new API methods…
@astronomerBuilds human-in-the-loop (HITL) Airflow workflows - approval gates, form input, and human-driven branching. Use when a DAG needs…
@astronomerBuilds Airflow 3.1+ plugins that embed FastAPI apps, custom UI pages, React components, middleware, macros, and operator links…
@astronomerPersists task and asset state across retries and DAG runs using Airflow 3.3's AIP-103 key/value stores (`task_state_store`,…
@astronomerQueries the data warehouse with SQL and answers business questions about data. Use when answering anything that needs warehouse…
@astronomerAnnotate Airflow tasks with data lineage using inlets and outlets. Use when the user wants to add lineage metadata to tasks,…
@astronomerWorkflow and best practices for writing Apache Airflow DAGs. Use when creating a new DAG, write pipeline code, handling questions…
@astronomerWrites Airflow task logic in Go using the Airflow Go SDK. Use when the user wants to implement Airflow tasks in Go, asks about…
@astronomerWrites Airflow task logic in Java, Kotlin, or any JVM language using the Airflow Java SDK. Use when the user wants to implement…
@astronomerThe language-neutral foundation for Airflow language SDKs — implement task logic in a non-Python language while the DAG stays in…
@astronomerDefine reusable Airflow task group templates with Pydantic validation and compose DAGs from YAML. Use when creating blueprint…
@astronomerAdd a new method to both Airflow adapters
@astronomerVerify code works with both Airflow 2.x and 3.x
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