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This skill automates the creation of high-quality sample data by analyzing your database schema and applying Faker-based logic to generate diverse, believable records. It ensures that foreign key relationships remain intact across multiple tables, allowing developers to quickly populate databases for local development, automated testing, or client demonstrations without compromising data structure integrity or manual entry.