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Dataset design and curation v1.0.0

Use this resource to design, clean and document a dataset for training or evaluation

New

  • 571 downloads
  • 160 likes
  • 118 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install dataset-design-curation

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 designs the schema, filters for quality, removes near-duplicates, handles class imbalance and sets up leak-free train, validation and test splits. It also writes annotation guidelines and the dataset card. It does not run training.

Mostly picked by

Updated November 2, 2026

Card for the “Dataset design and curation” skill

Details

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

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What you get

  • SKILL.md: dataset lifecycle and quality rules
  • SKILL.md: examples of intent classification and defect detection

Good fit for

  • You are building a classification dataset for your assistant
  • Your evaluation scores look too good and you suspect a data leak

Not for

    Tags

    • dataset
    • cleaning
    • deduplication
    • splits
    • annotation

    About

    You say

    “Design the schema and splits for a customer intent dataset, with duplicates removed.”

    Card for the “Dataset design and curation” skill

    Skill published by community 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 design, clean and document a dataset for training or evaluation
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md12.9 KB

    Origin and licence

    Listed unmodified

    Author
    community
    Source
    github.com/nickcrew/claude-cortex/tree/bb47af79ad3befe01ae01940fcf5f16e30a1b6df/skills/dataset-curator
    Licence
    MIT

    Notice

    « dataset-curator » (community, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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