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The Database Sharding Manager skill provides a comprehensive framework for scaling databases horizontally. It guides developers through the entire sharding lifecycle—from assessing current bottlenecks and designing distribution strategies to automated implementation and performance validation. By supporting both SQL and NoSQL environments, it helps ensure that data distribution is handled safely with built-in rollback plans, monitoring configurations, and detailed operational runbooks.