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This skill empowers Claude to automate the creation of high-quality database seed scripts by analyzing your existing schema and leveraging Faker libraries. It produces consistent, relationally-sound data across multiple tables, ensuring foreign key integrity is maintained while allowing for configurable data volumes. It is ideal for developers who need to quickly mock up production-like environments for local development, automated testing, or stakeholder demonstrations without manual data entry.