Skills

Synth Data Generate

Generate synthetic datasets in a Jupyter notebook after the dataops synthetic-data...

Install

npx skills add microsoft/hve-core --skill synth-data-generate -g -a claude-code -y
Repository
microsoft/hve-core1.6k
Category
Engineering
Updated
3d ago
License
MIT
Context cost
Mediumabout 3,000 tokens
Runs scripts
No, instructions only

What it does

Generate synthetic datasets in a Jupyter notebook after the dataops synthetic-data preflight passes. Use when creating new synthetic data or preparing a guarded local replacement candidate from an approved source.

<!-- cspell:ignore distinguishability tesseract pydatetime savefig scipy timedelta -->

Synthetic Data Generator

Goal

Generate realistic, comprehensive synthetic data for subject in a Jupyter notebook only after the applicable dataops synthetic-data operation preflight passes. Use example_data when the user supplies an existing data source, schema, or file to use as a strict reference for structure and patterns.

Inputs

  • subject: Required. User query describing the subject for synthetic data generation.
  • example_data: Optional. Free-form input describing an existing data source, schema, or file to use as a reference for structure and patterns.

Required steps

Step 0: Validate synthetic-data operation preflight

Read the whole SKILL.md on GitHub

More in Engineering