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600+ data engineering patterns for Fabric and Databricks v1.0.0

Use this resource to find a data engineering pattern for Fabric, Databricks or PySpark

New

  • 474 downloads
  • 114 likes
  • 222 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install fabric-databricks-patterns-library

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 looks through the patterns for the one that fits your need, such as a Lakehouse upsert or an incremental read, then adapts the code. It explains the architecture and cost choices. You get a proven pattern to adapt.

Mostly picked by

Updated November 2, 2026

Card for the “600+ data engineering patterns for Fabric and Databricks” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: pattern categories for Fabric and Databricks
  • SKILL.md: incremental read and Lakehouse upsert examples

Good fit for

  • You look for a pipeline pattern for Fabric
  • You must do an upsert or an incremental load

Not for

    Tags

    • fabric
    • databricks
    • pyspark
    • delta lake

    About

    You say

    “Find the upsert pattern for my Fabric Lakehouse and adapt it to my customers table.”

    Card for the “600+ data engineering patterns for Fabric and Databricks” skill

    Skill published by reason-machines under the MIT 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 find a data engineering pattern for Fabric, Databricks or PySpark
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE0 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md24.8 KB

    Origin and licence

    Listed unmodified

    Author
    reason-machines
    Source
    github.com/reason-machines/data-skills/tree/25d6ee79eea935ef4be1ee375a5777b2ad259f0a/skills/data-engineering-patterns-fabric-databricks
    Licence
    MIT

    Notice

    « data-engineering-patterns-fabric-databricks » (reason-machines, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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