astronomer/agents
35 skills · 19,377 total installs
$npx skills add astronomer/agentsSkillInstalls
analyzing-dataQueries the data warehouse with SQL and answers business questions about data.airflowQueries, manages, and troubleshoots Apache Airflow using the `af` CLI.authoring-dagsWorkflow and best practices for writing Apache Airflow DAGs. Use when creating a new DAG, write pipeline code, handling questions about DAG patterns and…debugging-dagsComprehensive DAG failure diagnosis and root-cause analysis with structured investigation and prevention recommendations.testing-dagsComplex DAG testing workflows with debugging and fixing cycles.migrating-airflow-2-to-3Guide for migrating Apache Airflow 2.x projects to Airflow 3.x.tracing-upstream-lineageTrace upstream data lineage. Use when the user asks where data comes from, what feeds a table, upstream dependencies, data sources, or needs to understand data…managing-astro-local-envManage local Airflow environment with Astro CLI (Docker and standalone modes).setting-up-astro-projectInitialize and configure Astro/Airflow projects. Use when the user wants to create a new project, set up dependencies, configure connections/variables, or…profiling-tablesDeep-dive data profiling for a specific table. Use when the user asks to profile a table, wants statistics about a dataset, asks about data quality, or needs…tracing-downstream-lineageTrace downstream data lineage and impact analysis. Use when the user asks what depends on this data, what breaks if something changes, downstream dependencies,…checking-freshnessQuick data freshness check. Use when the user asks if data is up to date, when a table was last updated, if data is stale, or needs to verify data currency…annotating-task-lineageAnnotate Airflow tasks with data lineage using inlets and outlets.cosmos-dbt-coreTurns a dbt Core project into an Airflow DAG/TaskGroup using Astronomer Cosmos.airflow-hitlBuilds human-in-the-loop (HITL) Airflow workflows - approval gates, form input, and human-driven branching.creating-openlineage-extractorsCreate custom OpenLineage extractors for Airflow operators. Use when the user needs lineage from unsupported or third-party operators, wants column-level…cosmos-dbt-fusionRun a dbt Fusion project with Astronomer Cosmos. Use when running a dbt Fusion project with Astronomer Cosmos (Cosmos 1.11+, ExecutionMode.LOCAL on…warehouse-initInitialize warehouse schema discovery. Generates .astro/warehouse.md with all table metadata for instant lookups.deploying-airflowDeploys Airflow DAGs and projects. Use when deploying Airflow or answering anything about deployment - deploying DAGs/projects, pushing code, setting up CI/CD,…troubleshooting-astro-deploymentsTroubleshoot Astronomer production deployments with Astro CLI.airflow-pluginsBuilds Airflow 3.1+ plugins that embed FastAPI apps, custom UI pages, React components, middleware, macros, and operator links directly into the Airflow UI.managing-astro-deploymentsManage Astronomer production deployments with Astro CLI. Use when the user wants to authenticate, switch workspaces, create/update/delete deployments, or…blueprintDefine reusable Airflow task group templates with Pydantic validation and compose DAGs from YAML.dag-factoryAuthors Apache Airflow DAGs declaratively from dag-factory YAML configs.migrating-ai-sdk-to-common-aiMigrates Airflow projects from airflow-ai-sdk to apache-airflow-providers-common-ai 0.4.0+.delegating-to-ottoDrives Astronomer's Otto agent (`astro otto`) as a delegated sub-agent for Airflow, dbt, and data-engineering work.airflow-state-storePersists task and asset state across retries and DAG runs using Airflow 3.3's AIP-103 key/value stores (`task_state_store`, `asset_state_store`) and the…authoring-go-sdk-tasksWrites Airflow task logic in Go using the Airflow Go SDK. Use when the user wants to implement Airflow tasks in Go, asks about `BundleProvider`/`RegisterDags`,…authoring-language-sdk-tasksThe language-neutral foundation for Airflow language SDKs — implement task logic in a non-Python language while the DAG stays in Python.configuring-airflow-language-sdksConfigures Airflow to run language SDK tasks (Java, Go, and future native SDKs) — register a coordinator, map a queue to it, ensure the runtime/artifact on…deploying-go-sdk-bundlesBuilds, packs, and deploys compiled Airflow Go SDK bundles so the ExecutableCoordinator can run them.migrating-dagster-to-airflowGuide for migrating Dagster projects to Apache Airflow 3 on Astro.authoring-java-sdk-tasksWrites Airflow task logic in Java, Kotlin, or any JVM language using the Airflow Java SDK.deploying-java-sdk-bundlesBuilds and deploys compiled Airflow Java SDK bundles so workers can run them.airflow-adapterAirflow adapter pattern for v2/v3 API compatibility. Use when working with adapters, version detection, or adding new API methods that need to work across…