Does this skill recommend specific analytics tools?

Yes, it provides tailored recommendations for tools like Amplitude, Mixpanel, and PostHog for product analytics, as well as Datadog or Grafana for operational monitoring.

How does this skill help avoid 'vanity metrics'?

The skill applies Lean Analytics criteria to ensure metrics are comparative, understandable, and most importantly, behavior-changing rather than just providing superficial numbers.

What is a North Star Metric in this context?

It is the single key indicator that best captures the core value your product delivers to customers, serving as the primary focus for long-term business success.

Can I use this with my existing strategy documents?

Absolutely. You can provide existing OKRs, strategy docs, or dashboard snapshots, and the skill will analyze them to provide an optimized metrics framework.

Product Metrics Dashboard

Name: Product Metrics Dashboard
Author: bowiemax

bybowiemax

0•

Analytics & Monitoring

Defines and designs comprehensive product dashboards featuring North Star Metrics, KPIs, and actionable data visualizations.

The Product Metrics Dashboard skill empowers product managers and developers to architect data-driven monitoring strategies by identifying high-impact North Star Metrics and supporting input levers. It guides users through the selection of actionable versus vanity metrics, provides structured templates for visualization layouts, and establishes operational guardrails like alert thresholds and review cadences. Whether you are setting up new product analytics or refining existing OKRs, this skill ensures your data monitoring plan leads to measurable behavior changes and business success.

Key Features

01Definition of health guardrails and business unit economics (LTV/CAC/Churn)

020 GitHub stars

03Framework for North Star and Input Metrics identification

04Guidance on alert thresholds and operational review cadences

05Mapping of data sources, calculation formulas, and target values

06Structured dashboard layout templates with sparkline visualizations

Use Cases

01Setting up a new product analytics suite for a startup or feature launch

02Creating an operational health dashboard to align engineering and product teams

03Refining existing KPIs to move from vanity metrics to actionable insights

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add bowiemax/pm-skills metrics-dashboard

For use in Claude.ai and ChatGPT

Key Features

01Definition of health guardrails and business unit economics (LTV/CAC/Churn)

020 GitHub stars

03Framework for North Star and Input Metrics identification

04Guidance on alert thresholds and operational review cadences

05Mapping of data sources, calculation formulas, and target values

06Structured dashboard layout templates with sparkline visualizations

Use Cases

01Setting up a new product analytics suite for a startup or feature launch

02Creating an operational health dashboard to align engineering and product teams

03Refining existing KPIs to move from vanity metrics to actionable insights

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add bowiemax/pm-skills metrics-dashboard

For use in Claude.ai and ChatGPT