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Azure ML and Data Factory automation v1.0.0

Use this resource to automate Azure ML production workflows with Data Factory

New

  • 404 downloads
  • 135 likes
  • 136 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install azure-ml-adf-automation

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 links Azure ML asset registration in CI to Azure Data Factory orchestration, making sure the runtime uses the version that was actually registered. You get version pointer patterns, WebActivity recipes and dependency checks.

Mostly picked by

Updated November 2, 2026

Card for the “Azure ML and Data Factory automation” skill

Details

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

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What you get

  • SKILL.md: invariants and asset registration in CI
  • SKILL.md: version resolution between ADF and Azure ML
  • SKILL.md: private networking, CI agents and dependency pinning

Good fit for

  • Your ADF pipeline runs an old model version
  • Your CI pipeline fails to import the Azure ML SDK

Not for

    Tags

    • azure ml
    • data factory
    • mlops
    • versions

    About

    You say

    “Make my ADF pipeline read the latest registered model version, not a requested one.”

    Card for the “Azure ML and Data Factory automation” skill

    Skill published by josiahsiegel 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 automate Azure ML production workflows with Data Factory
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md11.7 KB

    Origin and licence

    Listed unmodified

    Author
    josiahsiegel
    Source
    github.com/josiahsiegel/claude-plugin-marketplace/tree/5a1b1123b9e50aa9a66a61005ca6fe012cc7442d/plugins/ml-master/skills/ml-azureml-adf-automation
    Licence
    MIT

    Notice

    « ml-azureml-adf-automation » (josiahsiegel, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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