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Integrate on-device machine learning v1.0.0

Use this resource to add on-device machine learning to an Apple app

New

  • 449 downloads
  • 237 likes
  • 127 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install on-device-ml-integration

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 you choose between Core ML, Vision, NaturalLanguage and Foundation Models, then generates the model integration into the project after checking for conflicts. It covers image classification, text analysis, object detection and model optimisation.

Mostly picked by

Updated November 2, 2026

Card for the “Integrate on-device machine learning” skill

Details

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

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What you get

  • SKILL.md: Core ML or Foundation Models decision tree, and checks before generation
  • templates.md and patterns.md: code templates and integration patterns

Good fit for

  • You want to classify images directly on the device
  • You are choosing between Core ML and Foundation Models for a feature

Not for

    Tags

    • core ml
    • vision
    • machine learning
    • on-device
    • model

    About

    You say

    “Add image classification to my iOS app using the Core ML model I provide.”

    Card for the “Integrate on-device machine learning” skill

    Skill published by rshankras 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 add on-device machine learning to an Apple app
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • patterns.md16.3 KB
    • SKILL.md15.2 KB
    • templates.md32.4 KB

    Origin and licence

    Listed unmodified

    Author
    rshankras
    Source
    github.com/rshankras/claude-code-apple-skills/tree/9ffb83138209057875698dd11c1720c657c47a92/skills/core-ml
    Licence
    MIT

    Notice

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

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