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This skill provides a comprehensive framework for creating data-driven performance dashboards that align technical metrics with business goals. It assists users in selecting relevant, actionable KPIs using automated validation logic, architecting effective visual hierarchies for various stakeholders, and implementing the underlying code for status tracking and alerting. Whether you are building executive reports, monitoring operational efficiency, or tracking product health, this skill provides the patterns and governance structures needed to turn raw data into actionable insights.