What is the 'North Star' metric feature?

It helps you identify and define the single most important metric that reflects the core value your product provides to its customers and its impact on business success.

How does this skill help with A/B testing?

It provides a structured framework for hypothesis creation, experimental design, and interpreting statistical significance (P-values) to ensure your product changes are based on valid data.

Is this skill meant for developers or product managers?

Both. It bridges the gap by providing developers with the implementation patterns for metrics and product managers with the strategic framework for analysis.

Can I use this for SaaS-specific metrics?

Yes, it includes specific templates and formulas for SaaS-critical metrics like MRR, ARR, LTV, CAC, and churn rate.

Does it provide guidance on dashboard design?

Yes, it outlines a complete architecture for different organizational levels, including Executive, Product, Financial, and Health dashboards.

Product Analytics & KPI Management

Name: Product Analytics & KPI Management
Author: pluginagentmarketplace

bypluginagentmarketplace

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Analytics & Monitoring

Empowers teams to define North Star metrics, track AARRR funnels, and implement data-driven A/B testing frameworks.

About

The Analytics & Metrics skill provides a comprehensive framework for transforming raw product data into actionable insights. It guides users through the entire lifecycle of data-driven product management, from establishing a North Star metric to building multi-level dashboard architectures and executing statistically significant A/B tests. This skill is ideal for product managers and developers looking to move beyond intuition by implementing standardized tracking for acquisition, activation, retention, revenue, and referral (AARRR) metrics, ensuring every product decision is backed by evidence.

Key Features

Multi-level dashboard architecture for executive and product teams
North Star metric definition and strategic alignment
Advanced cohort analysis and churn rate optimization strategies
1 GitHub stars
Full-funnel AARRR metrics tracking from acquisition to revenue
A/B testing framework with statistical significance guidance

Use Cases

Establishing a product dashboard to monitor user activation and retention
Designing and interpreting A/B tests to optimize conversion funnels
Calculating LTV/CAC ratios to evaluate and improve unit economics

About

Key Features

Multi-level dashboard architecture for executive and product teams
North Star metric definition and strategic alignment
Advanced cohort analysis and churn rate optimization strategies
1 GitHub stars
Full-funnel AARRR metrics tracking from acquisition to revenue
A/B testing framework with statistical significance guidance

Use Cases

Establishing a product dashboard to monitor user activation and retention
Designing and interpreting A/B tests to optimize conversion funnels
Calculating LTV/CAC ratios to evaluate and improve unit economics