Defines, tracks, and interprets product KPIs and user behavior patterns to drive data-informed growth and development.
The Product Analytics skill empowers developers and product managers to implement robust measurement frameworks like AARRR, HEART, and North Star directly within their workflow. It provides structured guidance for defining stage-appropriate KPIs—from pre-PMF activation to mature-stage retention—while offering specialized tools for cohort analysis, dashboard design, and feature adoption tracking. By integrating these analytical capabilities, users can distinguish signal from noise and translate raw event data into actionable product improvements through clear, stage-specific metrics.
主な機能
01Multi-framework support including AARRR, North Star, and HEART
02Automated cohort and retention analysis scripts
03Funnel conversion and feature adoption interpretation logic
04Stage-specific KPI definitions for Pre-PMF, Growth, and Mature products
050 GitHub stars
06Hierarchical dashboard design principles for executive and feature layers
ユースケース
01Running cohort analysis to identify inflection points and friction in the onboarding journey
02Selecting and defining a North Star metric to align cross-functional engineering and product teams
03Designing a metrics dashboard for a new feature launch to track adoption and depth
