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Synthetic dataset generation v1.0.0

Use this resource to generate a realistic synthetic dataset from a subject or a schema

New

  • 508 downloads
  • 151 likes
  • 209 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install synthetic-dataset-notebook

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 first confirms the operation is allowed and protects personal data, then generates a realistic dataset in a notebook from the subject or a reference schema. You get the notebook, the data in the default format and a check of how comparable the data is.

Mostly picked by

Updated November 2, 2026

Card for the “Synthetic dataset generation” skill

Details

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

Similar resources

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What you get

  • references/notebook-code-template.md: notebook code template
  • references/distinguishability-and-comprehensiveness.md: distinguishability and comprehensiveness criteria
  • references/data-domain-patterns.md: patterns by data domain

Good fit for

  • You need test data without touching real data
  • You want a safe local replacement for a sensitive dataset

Not for

    Tags

    • synthetic data
    • notebook
    • testing
    • privacy
    • generation

    About

    You say

    “Generate a synthetic e-commerce orders dataset from this schema.”

    Card for the “Synthetic dataset generation” skill

    Skill published by microsoft 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 generate a realistic synthetic dataset from a subject or a schema
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/data-domain-patterns.md1.9 KB
    • references/distinguishability-and-comprehensiveness.md2.8 KB
    • references/notebook-code-template.md3 KB
    • SKILL.md17.6 KB

    Origin and licence

    Listed unmodified

    Author
    microsoft
    Source
    github.com/microsoft/hve-core/tree/854593cab3f35b3c57035c88794b705b4b64e6a0/.github/skills/data-science-engineering/synth-data-generate
    Licence
    MIT

    Notice

    « synth-data-generate » (microsoft, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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