Every premium and members-only resource for $9.99/month, as a no-commitment subscription. See the plans

PalateKit

Sign in
Menu

Request a resource

Describe the resource you are missing in one sentence. We will email you when it is published.

0 / 280

A page, a video or an image online.

Unlock PalateKit

Unlock everything

Plan

Paying means accepting our terms of sale.

Secure payment by Stripe. Receipts and invoices sent by email.

Welcome back

Sign in to install, download or save this resource. A free account is enough for free resources.

Generating synthetic data for training and testing v1.0.0

Use this resource to generate quality synthetic data for training or testing

New

  • 400 downloads
  • 177 likes
  • 148 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install synthetic-data-generation

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 picks a generation method (LLM or tabular synthesis such as SDV or Gretel), protects privacy and validates the quality of the output. You get a synthetic dataset and its check criteria.

Mostly picked by

Updated November 2, 2026

Card for the “Generating synthetic data for training and testing” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

Similar resources

View all

What you get

  • SKILL.md: agent role and rules for using the references
  • references/patterns.md: generation and synthesis patterns
  • references/validations.md: quality check criteria

Good fit for

  • You lack real data to test a system
  • You must share a dataset without personal data

Not for

    Tags

    • synthetic data
    • test data
    • privacy
    • sdv
    • augmentation

    About

    You say

    “Generate 5,000 fictitious customers consistent with my database schema, with no real data.”

    Card for the “Generating synthetic data for training and testing” skill

    Skill published by omer-metin under the Apache-2.0 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 quality synthetic data for training or testing
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE10.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/patterns.md22.8 KB
    • references/sharp_edges.md22.8 KB
    • references/validations.md4.5 KB
    • SKILL.md1.2 KB

    Origin and licence

    Listed unmodified

    Author
    omer-metin
    Source
    github.com/omer-metin/skills-for-antigravity/tree/e8dcf4e8737921a10088bd5c9eb65e81f74c051f/skills/synthetic-data
    Licence
    Apache-2.0

    Notice

    « synthetic-data » (omer-metin, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

    User reviews

    –

    No ratings yet

    Loading reviews…

    Delete your review?

    Your rating and comment will be removed from the page.