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Astronomer

Airflow and data orchestration

Skills for Apache Airflow operations, data workflows, plugins, and troubleshooting with Astronomer tooling.

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airflow-state-storeBest skill

Featured skills

airflow-state-store

Persists task and asset state across retries and DAG runs using Airflow 3.3's AIP-103 key/value stores...

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authoring-go-sdk-tasks

Writes Airflow task logic in Go using the Airflow Go SDK.

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authoring-java-sdk-tasks

Writes Airflow task logic in Java, Kotlin, or any JVM language using the Airflow Java SDK.

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authoring-language-sdk-tasks

The language-neutral foundation for Airflow language SDKs — implement task logic in a non-Python language while the DAG...

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configuring-airflow-language-sdks

Configures Airflow to run language SDK tasks (Java, Go, and future native SDKs) — register a coordinator, map a queue...

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deploying-go-sdk-bundles

Builds, packs, and deploys compiled Airflow Go SDK bundles so the ExecutableCoordinator can run them.

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deploying-java-sdk-bundles

Builds and deploys compiled Airflow Java SDK bundles so workers can run them.

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migrating-dagster-to-airflow

Guide for migrating Dagster projects to Apache Airflow 3 on Astro.

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airflow

Queries, manages, and troubleshoots Apache Airflow using the `af` CLI.

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airflow-hitl

Builds human-in-the-loop (HITL) Airflow workflows - approval gates, form input, and human-driven branching.

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airflow-plugins

Builds Airflow 3.1+ plugins that embed FastAPI apps, custom UI pages, React components, middleware, macros, and...

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analyzing-data

Queries the data warehouse with SQL and answers business questions about data.

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