What can it help with?

Authoring DAGs with best practices, debugging pipeline failures, tracing data lineage, profiling tables, migrating Airflow 2 to 3, and managing local and cloud deployments.

Does it work with Airflow 2?

Yes. It can work with Airflow 2 pipelines and can also migrate them to Airflow 3.

Can it manage deployments?

Yes, it can manage both local and cloud deployments.

astronomer-data-agents

PackCloud & infra

Astronomer Data Agents is a plugin for AI agents that adds data engineering skills for Apache Airflow and Astronomer. It lets an agent author DAGs following best practices, debug pipeline failures, trace data lineage, profile tables, migrate Airflow 2 to 3, and manage local and cloud deployments.

Unavailable. Delivery for this kind is on the roadmap — not serving yet.

Have an AI agent that supports plugins.

What your AI can do with it

Author DAGs with best practices
Debug pipeline failures
Trace data lineage
Profile tables
Migrate Airflow 2 to 3
Manage local and cloud deployments

Getting started

Have an AI agent that supports plugins.
Add the astronomer-data-agents plugin to the agent.
Have access to an Apache Airflow or Astronomer project to work on.
Ask the agent to author, debug, or migrate DAGs and pipelines.

Signals

GitHub stars: 37k
Forks: 4k
Last commit: Sep 2026

Questions

What can it help with?: Authoring DAGs with best practices, debugging pipeline failures, tracing data lineage, profiling tables, migrating Airflow 2 to 3, and managing local and cloud deployments.
Does it work with Airflow 2?: Yes. It can work with Airflow 2 pipelines and can also migrate them to Airflow 3.
Can it manage deployments?: Yes, it can manage both local and cloud deployments.

Advanced

Item type: plugin
Key: anthropics-claude-plugins-official-astronomer-data-agents
Source: github.com/anthropics/claude-plugins-official

github.com/anthropics/claude-plugins-official