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Synth Data Generate
| Field | Value |
|---|---|
| Kind | prompt |
| Source | .github/prompts/data-science-engineering/synth-data-generate.prompt.md |
| Invocation | Slash command /synth-data-generate |
| Interactive | Yes |
What it does
Generate synthetic data for any subject with realistic patterns and relationships
When to use it
Use this prompt when you need a notebook that produces realistic fictional data for development, demonstrations, or data-science experiments. Use approved source data instead when the work requires actual observed records.
How to use it
Describe the subject and optionally provide an example schema or sample structure. Confirm before generating PII-like fields, keep values fictional, and review any proposed update to an existing data source.
Example usage
/synth-data-generate subject="retail inventory demand" example_data="inventory.csv schema"
The prompt creates a notebook that generates fictional inventory and demand records with realistic relationships.