metrics-dashboard

原文涵盖的主题

• Product Metrics Dashboard
• Context
• Domain Context
• Instructions
• Further Reading

Design a comprehensive product metrics dashboard with the right metrics, visualizations, and alert thresholds. You are designing a metrics dashboard for $ARGUMENTS. If the user provides files (existing dashboards, analytics data, OKRs, or strategy docs), read them first. Metrics vs KPIs vs NSM: Metrics = all measurable things. KPIs = a few key quantitative metrics tracked over a longer period. North Star Metric = a single customer-centric KPI that is a leading indicator of business success. 4 criteria for a good metric (Ben Yoskovitz, Lean Analytics): (1) Understandable — creates a common language. (2) Comparative — over time, not a snapshot. (3) Ratio or Rate — more revealing than whole numbers. (4) Behavior-changing — the Golden Rule: "If a metric won't change how you behave, it's a bad metric." 8 metric types: Vanity vs Actionable (only actionable metrics change behavior), Qualitative vs Quantitative (WHAT vs WHY — you need both; never stop talking to customers), Exploratory vs Reporting (explore data to uncover unexpected insights), Lagging vs Leading (leading indicators enable faster learning cycles, e.g. customer complaints predict churn). 5 action steps: (1) Audit metrics ag

这里只展示节选，请以完整原文和当前要求为准。