Synthetic Data Generator

Generate synthetic data that is usable, explainable, and hard to confuse with real records.

Scope

Use this skill for:

• synthetic relational datasets with joins and referential integrity
• event streams, logs, API payloads, and message fixtures
• personas, accounts, transactions, tickets, sessions, and behavioral traces
• privacy-safe demo/staging/sandbox data
• ML training or evaluation fixtures when synthetic generation is explicitly acceptable
• adversarial, rare, malformed, and boundary-case data generation
• generation recipes, schemas, seeds, and validation plans