astronomer/agents

8193

airflow Official Queries, manages, and troubleshoots Apache Airflow using the `af` CLI. Use when working with anything related to Airf…

astronomer/agents

1.3K

8202

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

astronomer/agents

1.3K

9207

authoring-dags Official Workflow and best practices for writing Apache Airflow DAGs.

astronomer/agents

1.1K

9235

debugging-dags Official Comprehensive DAG failure diagnosis and root-cause analysis with structured investigation and prevention recommendati…

astronomer/agents

1.1K

9515

testing-dags Official Complex DAG testing workflows with debugging and fixing cycles.

astronomer/agents

1.1K

6

migrating-airflow-2-to-3 Guide for migrating Apache Airflow 2.x projects to Airflow 3.x.

astronomer/agents

1K

7

managing-astro-local-env Manage local Airflow environment with Astro CLI (Docker and standalone modes). Use when the user wants to start, stop…

astronomer/agents

990

8

tracing-upstream-lineage Trace upstream data lineage. Use when the user asks where data comes from, what feeds a table, upstream dependencies,…

astronomer/agents

980

9

setting-up-astro-project Initialize and configure Astro/Airflow projects. Use when the user wants to create a new project, set up dependencies…

astronomer/agents

979

10

profiling-tables Deep-dive data profiling for a specific table. Use when the user asks to profile a table, wants statistics about a da…

astronomer/agents

960

11

tracing-downstream-lineage Trace downstream data lineage and impact analysis. Use when the user asks what depends on this data, what breaks if s…

astronomer/agents

956

12

checking-freshness Quick data freshness check. Use when the user asks if data is up to date, when a table was last updated, if data is s…

astronomer/agents

939

13

annotating-task-lineage Annotate Airflow tasks with data lineage using inlets and outlets. Use when the user wants to add lineage metadata to…

astronomer/agents

901

14

cosmos-dbt-core Turns a dbt Core project into an Airflow DAG/TaskGroup using Astronomer Cosmos.

astronomer/agents

896

15

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

astronomer/agents

883

16

creating-openlineage-extractors Create custom OpenLineage extractors for Airflow operators. Use when the user needs lineage from unsupported or third…

astronomer/agents

867

17

cosmos-dbt-fusion Run a dbt Fusion project with Astronomer Cosmos.

astronomer/agents

836

18

warehouse-init Initialize warehouse schema discovery. Generates .astro/warehouse.md with all table metadata for instant lookups. Run…

astronomer/agents

747

19

deploying-airflow Deploys Airflow DAGs and projects. Use when deploying Airflow or answering anything about deployment - deploying DAGs…

astronomer/agents

699

20

troubleshooting-astro-deployments Troubleshoot Astronomer production deployments with Astro CLI. Use when investigating deployment issues, viewing prod…

astronomer/agents

545

21

airflow-plugins Builds Airflow 3.1+ plugins that embed FastAPI apps, custom UI pages, React components, middleware, macros, and opera…

astronomer/agents

520

22

managing-astro-deployments Manage Astronomer production deployments with Astro CLI. Use when the user wants to authenticate, switch workspaces, …

astronomer/agents

499

23

blueprint Define reusable Airflow task group templates with Pydantic validation and compose DAGs from YAML. Use when creating b…

astronomer/agents

470

24

dag-factory Authors Apache Airflow DAGs declaratively from dag-factory YAML configs.

astronomer/agents

318

25

migrating-ai-sdk-to-common-ai Migrates Airflow projects from airflow-ai-sdk to apache-airflow-providers-common-ai 0.4.0+. Use when replacing airflo…

astronomer/agents

285

26

delegating-to-otto Drives Astronomer's Otto agent (`astro otto`) as a delegated sub-agent for Airflow, dbt, and data-engineering work. U…

astronomer/agents

259

27

init Initialize warehouse schema discovery. Generates .astro/warehouse.md with all table metadata for instant lookups. Run…

astronomer/agents

178

28

airflow-state-store Persists task and asset state across retries and DAG runs using Airflow 3.3's AIP-103 key/value stores (`task_state_s…

astronomer/agents

117

29

authoring-language-sdk-tasks The language-neutral foundation for Airflow language SDKs — implement task logic in a non-Python language while the D…

astronomer/agents

107

30

configuring-airflow-language-sdks Configures Airflow to run language SDK tasks (Java, Go, and future native SDKs) — register a coordinator, map a queue…

astronomer/agents

107

31

authoring-go-sdk-tasks Writes Airflow task logic in Go using the Airflow Go SDK. Use when the user wants to implement Airflow tasks in Go, a…

astronomer/agents

106

32

deploying-go-sdk-bundles Builds, packs, and deploys compiled Airflow Go SDK bundles so the ExecutableCoordinator can run them. Use when the us…

astronomer/agents

106

33

migrating-dagster-to-airflow Guide for migrating Dagster projects to Apache Airflow 3 on Astro. Use when the user mentions migrating, converting, …

astronomer/agents

99

34

authoring-java-sdk-tasks Writes Airflow task logic in Java, Kotlin, or any JVM language using the Airflow Java SDK. Use when the user wants to…

astronomer/agents

89

35

deploying-java-sdk-bundles Builds and deploys compiled Airflow Java SDK bundles so workers can run them. Use when the user wants to package a JV…

astronomer/agents

89

36

airflow-adapter Airflow adapter pattern for v2/v3 API compatibility. Use when working with adapters, version detection, or adding new…

astronomer/agents

3

37

discovering-data Discover and explore data for a concept or domain. Use when the user asks what data exists for a topic (e.g., "ARR", …

astronomer/agents

3

38

initializing-warehouse Initialize warehouse schema discovery. Generates .astro/warehouse.md with all table metadata for instant lookups. Run…

astronomer/agents

3