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Machine learning model development v1.0.0

Use this resource to develop, train and evaluate a machine learning model

New

  • 593 downloads
  • 159 likes
  • 245 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install ml-model-training-pipeline

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 prepares the data, sets up a standard pipeline, trains the model and evaluates it. Deploying a model still requires your approval. You get a reproducible pipeline and evaluation metrics.

Mostly picked by

Updated November 2, 2026

Card for the “Machine learning model development” skill

Details

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

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What you get

  • SKILL.md: responsibilities and ML workflow
  • SKILL.md: standard pipeline structure (preprocessing, creation, training)
  • SKILL.md: model evaluation and best practices

Good fit for

  • You want to predict a value or classify data from an existing dataset
  • You need to compare several models on the same metrics

Not for

    Tags

    • machine learning
    • training
    • pipeline
    • evaluation

    About

    You say

    “Train a classification model on the customer file and show me the confusion matrix.”

    Card for the “Machine learning model development” skill

    Skill published by ruvnet 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 develop, train and evaluate a machine learning model
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md5.4 KB

    Origin and licence

    Listed unmodified

    Author
    ruvnet
    Source
    github.com/ruvnet/ruflo/tree/89b0cd02dd99ea1f63437fde6c05992ec53cc22b/.agents/skills/agent-data-ml-model
    Licence
    MIT

    Notice

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

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