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Airflow DAG migration to a newer version v1.0.0

Use this resource to migrate your Airflow DAG code to a newer version on Managed Service for Apache Airflow

New

  • 419 downloads
  • 161 likes
  • 240 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install airflow-dag-version-migration

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent downloads the DAGs from the environment, maps dependencies to the target version, then scans the files for breaking changes. It proposes the fixes to apply. You get a list of changes per file.

Mostly picked by

Updated November 2, 2026

Card for the “Airflow DAG migration to a newer version” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: discovery, version mapping and breaking-change analysis phases
  • references/airflow-3.md: points to check for Airflow 3
  • references/environment-inspection.md: environment inspection

Good fit for

  • You must move your DAGs from Composer 2 to an Airflow 3 version
  • An environment is nearing end of support and its DAGs must change

Not for

    Tags

    • airflow
    • migration
    • dag
    • cloud composer

    About

    You say

    “Scan the DAGs in my prod environment bucket and list what breaks when moving to Airflow 3.”

    Card for the “Airflow DAG migration to a newer version” skill

    Skill published by google under the Apache-2.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to migrate your Airflow DAG code to a newer version on Managed Service for Apache Airflow
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/airflow-3.md8.1 KB
    • references/attribution.md1.9 KB
    • references/environment-inspection.md3 KB
    • references/local-development-environment.md0.9 KB
    • SKILL.md12.4 KB

    Origin and licence

    Listed unmodified

    Author
    google
    Source
    github.com/google/skills/tree/81b0e8f8f40513c31b3388e600506e8b48a85bc2/skills/cloud/managed-airflow-migrations
    Licence
    Apache-2.0

    Notice

    « managed-airflow-migrations » (google, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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