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Data pipelines: quality, CDC and idempotence v1.0.0

Use this resource to design reliable and rerunnable data pipelines

New

  • 490 downloads
  • 130 likes
  • 219 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install data-pipeline-engineering

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 helps structure your extract, transform and load flows, with quality checks and processing that is safe to rerun. You get a pipeline architecture and the signals to monitor.

Mostly picked by

Updated November 2, 2026

Card for the “Data pipelines: quality, CDC and idempotence” skill

Details

Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: agent role and working rules
  • references/patterns.md: recommended methods and templates
  • references/validations.md: checks to run before delivery

Good fit for

  • Your dashboards show inconsistent data from one day to the next
  • A nightly job fails and leaves partial data

Not for

    Tags

    • data
    • etl
    • pipeline
    • quality

    About

    You say

    “Design the pipeline that loads our orders into the warehouse every night, with quality checks and recovery after failure.”

    Card for the “Data pipelines: quality, CDC and idempotence” skill

    Skill published by omer-metin 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 design reliable and rerunnable data pipelines
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE10.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/patterns.md13.3 KB
    • references/sharp_edges.md10.5 KB
    • references/validations.md4.8 KB
    • SKILL.md2.3 KB

    Origin and licence

    Listed unmodified

    Author
    omer-metin
    Source
    github.com/omer-metin/skills-for-antigravity/tree/e8dcf4e8737921a10088bd5c9eb65e81f74c051f/skills/data-engineer
    Licence
    Apache-2.0

    Notice

    « data-engineer » (omer-metin, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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