Product Metrics Frameworks FAQs

Question 1

What frameworks does the product-metrics skill support?

Accepted Answer

It supports the North Star Metric, AARRR Pirate Metrics (Acquisition, Activation, Retention, Revenue, Referral), Google's HEART framework, and Lean Analytics stage-based metrics.

Question 2

Can I use this for UX design measurement?

Accepted Answer

Yes, it specifically uses the HEART framework (Happiness, Engagement, Adoption, Retention, Task success) to measure user experience quality and feature-level success.

Question 3

How does this skill help avoid vanity metrics?

Accepted Answer

The skill applies a strict 'Iron Law' that prioritizes actionable metrics like retention and active usage over vanity numbers like total downloads or page views that don't reflect actual value.

Question 4

When should I use this skill versus product-discovery?

Accepted Answer

Use product-metrics when you need to measure existing behaviors and set KPIs. Use product-discovery when you are still trying to understand customer needs and validate problems.

Question 5

Does it help with technical implementation of tracking?

Accepted Answer

It focuses on the strategy and definition of 'what' and 'why' to measure, providing the logic that developers need to implement event tracking and analytics dashboards.

Product Metrics Frameworks

Key Features

Use Cases

Product Metrics Frameworks

Key Features

Use Cases