Analytics Frameworks Skill

Core Philosophy

"What gets measured gets managed. What gets managed poorly gets measured excessively."

Analytics should drive action, not just reporting. Focus on metrics that inform decisions, not vanity metrics that feel good but don't guide strategy.

Fundamental Principles

1. Metrics Hierarchy

North Star Metric
└── Primary KPIs (3-5 max)
    └── Secondary Metrics
        └── Diagnostic Metrics