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Airflow task state store v1.0.0

Use this resource to keep an Airflow task’s state across retries and resume an external job

New

  • 578 downloads
  • 240 likes
  • 214 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install airflow-task-state-store

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 chooses between the task and asset state stores (Airflow 3.3+) and the ResumableJobMixin for jobs submitted to an external system. It flags anti-patterns such as variables or XComs used as coordination state, and distinguishes one-task from two-task submit-and-poll DAGs.

Mostly picked by

Updated November 2, 2026

Card for the “Airflow task state store” 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 : choice of state store (task, asset) and anti-pattern detection
  • SKILL.md : ResumableJobMixin, behavior on retry and external_id_key warning

Good fit for

  • A task submitting a Databricks or Spark job must resume without resubmitting
  • A DAG uses Airflow Variables to remember a checkpoint between runs

Not for

    Tags

    • airflow 3.3
    • state
    • resume
    • external job

    About

    You say

    “Review this DAG that submits Databricks jobs and tell me whether a crash-resume is safe.”

    Card for the “Airflow task state store” skill

    Skill published by astronomer 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 keep an Airflow task’s state across retries and resume an external job
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md24.4 KB

    Origin and licence

    Listed unmodified

    Author
    astronomer
    Source
    github.com/astronomer/agents/tree/486ee63d01f8126c52fbc92c36cd36ec31708dcd/skills/airflow-state-store
    Licence
    Apache-2.0

    Notice

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

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