Example prompts
3 from the official listing
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astronomer-data Why is my orders_daily DAG failing? Find the root cause and fix it
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Mention astronomer-data by name in your message, as the official examples do.
How to use astronomer-data in ChatGPT
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Open astronomer-data in ChatGPT’s plugin directory
Open astronomer-data’s page on chatgpt.com. Sign in to ChatGPT if you are not already.
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Install it from that page
Choose Install plugin there. It adds 34 skills to ChatGPT.
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Mention astronomer-data in a chat
Start a new chat and name it in your request, for example: “astronomer-data, why is my orders_daily DAG failing? Find the root cause and fix it”
Availability can depend on your ChatGPT plan, your region and, on work accounts, your admin’s settings.
What astronomer-data does
Astronomer's toolkit for Apache Airflow and the data it moves. Ask for a pipeline, a fix or an answer from your warehouse, and the plugin follows the steps an Airflow engineer would.
Build and test DAGs. Write new DAGs, extend existing ones, and test them locally before you deploy. Covers dbt with Cosmos, DAG Factory, Blueprint, human-in-the-loop tasks, Airflow plugins, and tasks written in Go or Java.
Debug failures. Find out why a DAG fails to parse or a task keeps failing. The plugin reads the logs, finds the root cause, and fixes the code.
Run Astro. Set up an Astro project, run Airflow locally, deploy, and troubleshoot Astro deployments.
Migrate. Move DAGs from Airflow 2 to Airflow 3, or move a Dagster project to Airflow.
Query your warehouse. Answer business questions with SQL against Snowflake, BigQuery, Postgres and other SQLAlchemy databases. Profile tables, check how fresh the data is, and generate a schema reference so later questions go faster.
Trace lineage. See what feeds a table and what breaks downstream if it changes.
Most skills run local tools such as the Astro CLI and uv, so they work best in Codex. Warehouse skills read connection details from ~/.astro/agents/warehouse.yml.
From the official listing, written by Astronomer.
34 skills included
Packaged instructions ChatGPT follows for a specific task when astronomer-data is in use.
- airflow
- Airflow hitl
- Airflow plugins
- Airflow state store
- Analyzing data
- Annotating task lineage
- Authoring dags
- Authoring go sdk tasks
- Authoring java sdk tasks
- Authoring language sdk tasks
- blueprint
- Checking freshness
- Configuring airflow language sdks
- Cosmos dbt core
- Cosmos dbt fusion
- Creating openlineage extractors
- Dag factory
- Debugging dags
- Delegating to otto
- Deploying airflow
- Deploying go sdk bundles
- Deploying java sdk bundles
- Managing astro deployments
- Managing astro local env
- and 10 more
What astronomer-data can access
The official listing names no Read or Write capability for astronomer-data. Check what it asks for when you add it, and connect only the accounts you want it to use.
Before you connect it
OpenAI’s plugin pages note that a connected plugin may receive relevant parts of your chats to answer a request, and that Astronomer’s own terms and privacy policy then cover that data. You can disconnect a plugin later in ChatGPT’s settings. Read the privacy policy (astronomer.io) and terms (astronomer.io).
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