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The Realistic Test Data Generator skill empowers Claude to produce diverse, schema-compliant datasets for development and QA environments. By leveraging specialized plugins, it can automatically create realistic user profiles, e-commerce transactions, and complex business records that adhere to specific data models. This skill is essential for developers needing to perform load testing, populate staging databases, or create consistent fixtures for automated test suites without manually writing tedious JSON or SQL scripts.