dummy-dataset

SKILL.md

Dummy Dataset Generation

Generate realistic dummy datasets for testing with customizable columns, constraints, and output formats (CSV, JSON, SQL, Python script). Creates executable scripts or direct data files for immediate use.

Use when: Creating test data, generating sample datasets, building realistic mock data for development, or populating test environments.

Arguments:

$PRODUCT: The product or system name

$DATASET_TYPE: Type of data (e.g., customer feedback, transactions, user profiles)

$ROWS: Number of rows to generate (default: 100)

$COLUMNS: Specific columns or fields to include

$FORMAT: Output format (CSV, JSON, SQL, Python script)

$CONSTRAINTS: Additional constraints or business rules

Step-by-Step Process