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writing-north-star-metrics

refoundai/lenny-skills

Define your North Star metric using frameworks from 27 product leaders.

What is writing-north-star-metrics?

This skill helps you identify and define a single primary success metric that aligns your team and guides product decisions. Use it when choosing your core metric, struggling with metric proliferation, or setting up measurement strategy.

  • Clarify what customer value your product delivers and how to measure it
  • Test metrics for simplicity, actionability, and resistance to gaming
  • Distinguish leading indicators from lagging ones to find short-term drivers of long-term goals
  • Identify countervailing metrics that prevent metric gaming and misalignment
  • Name and codify metrics precisely so teams understand and rally around them
  • Avoid common pitfalls like revenue-focused metrics or overly complex composite scores

How to install writing-north-star-metrics

npx skills add https://github.com/refoundai/lenny-skills --skill writing-north-star-metrics
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How to use writing-north-star-metrics

  1. 1.Ask what specific value your product delivers to users, not revenue or internal activity
  2. 2.Test the metric for simplicity—can a non-technical person understand and discuss it?
  3. 3.Verify teams can actually influence the metric through their work in a quarter
  4. 4.Identify what would break if the metric were gamed, then add countervailing metrics
  5. 5.Codify the metric definition precisely and name it evocatively to build company-wide currency

Use cases

Good for
  • Choosing a primary success metric when launching a new product or pivoting strategy
  • Aligning a team around one metric after experiencing metric proliferation and conflicting priorities
  • Evaluating whether your current North Star is still fit-for-purpose after 6-12 months
  • Designing activation metrics that correlate strongly with long-term retention
  • Defining metrics from the customer perspective rather than internal business extraction
Who it's for
  • Product managers and leaders setting company-wide measurement strategy
  • Founders and executives aligning teams around a single guiding metric
  • Growth teams designing activation and engagement metrics
  • Product teams struggling to prioritize between competing metrics

writing-north-star-metrics FAQ

Should revenue be my North Star metric?

No. Revenue is an outcome of doing things right, not a day-to-day guiding metric. Instead, measure the customer value that drives revenue—like monthly purchases or units of value from the customer perspective.

Is retention a good North Star metric?

Retention is a lagging indicator that's difficult to move in the short term. Find leading indicators that predict retention, such as activation rate or frequency of core value moments.

How often should I revisit my North Star metric?

Revisit every 6-12 months to ensure it still aligns with your business goals and strategy. Be willing to shift metrics if your strategy changes.

What makes a metric actionable?

A metric is actionable if teams can actually influence it through their work in a quarter. Avoid metrics that depend on external factors or long feedback loops.

How do I prevent my North Star metric from being gamed?

Identify countervailing metrics that measure what breaks when the North Star is optimized too aggressively. For example, pair 'messages sent' with 'user satisfaction' to prevent spam.

Full instructions (SKILL.md)

Source of truth, from refoundai/lenny-skills.


name: writing-north-star-metrics description: Help users define their North Star metric. Use when someone is choosing their primary success metric, trying to align the team around a key measure, struggling with metric proliferation, or setting up their measurement strategy.

Writing North Star Metrics

Help the user define their North Star metric using frameworks and insights from 27 product leaders.

How to Help

When the user asks for help with North Star metrics:

  1. Understand the value - Ask what specific value the product delivers to users (not revenue or internal activity)
  2. Test for simplicity - Ensure the metric can be understood and discussed by anyone in the company
  3. Check for actionability - Confirm teams can actually influence this metric through their work
  4. Add guardrails - Help them identify countervailing metrics that prevent gaming

Core Principles

Measure value delivered, not captured

Itamar Gilad: "The North Star metric measures how much value we create for the market. WhatsApp measured messages sent because every message is incremental value. Airbnb used nights booked." Select a metric that tracks core utility provided to the customer, not business extraction.

Avoid lagging indicators

Jess Lachs: "Retention is a terrible thing to goal on. It's almost impossible to drive in a meaningful way in a short term. Find a short-term metric you can measure that drives a long-term output." Identify proxy metrics that are sensitive to experimentation and correlate with long-term goals.

Simple beats sophisticated

Jess Lachs: "If people understand it, if they have an intuition around it, if it's something people can talk about across the company, it's going to be a much better metric than your made up composite score that nobody understands." Avoid composite metrics with complex coefficients.

Measure from the customer's perspective

Jeff Weinstein: "What was the value we're trying to produce for the customer, and can we measure it from their perspective? We suggested 'companies with zero support tickets.'" Define metrics based on the absence of friction or the presence of success moments.

A high-level mission simplifies decisions

Hari Srinivasan: "Everything at LinkedIn is a very connected ecosystem, but decisions aren't difficult because we're all here to help people connect to economic opportunity." A clear company-wide mission serves as the ultimate tie-breaker for product decisions.

Name metrics evocatively

Jeff Weinstein: "Picking metric titles that make you feel something. 'Companies with zero support' - the brevity and customer mindset built into the chart name can become currency inside the company." Use simple, evocative names instead of technical database field names.

Codify definitions precisely

Manik Gupta: "Everyone will talk about the same metric but have different nuances. What is a daily active user? Pick a definition, instrument it, codify it. No confusion." Metrics only drive alignment when backed by precise definitions and accurate instrumentation.

Select a hard activation metric

Lauryn Isford: "An activation rate that falls in a lower percentage range, maybe 5-15%, is better than a high percentage because it means there's likely much higher correlation with long-term retention." High-bar activation metrics that few users reach are often more valuable.

Revisit periodically

Lauryn Isford: "A North Star metric should be a measure of what you plan to do. Revisit North Star metrics every 6-12 months to ensure they still align with business goals." Be willing to shift metrics if the strategy requires it.

Avoid revenue as North Star

Sean Ellis: "I think monthly purchases is great because it maps to value people are getting. Units of value from the customer perspective is more important than overall revenue." Revenue should be a product of doing things right, not the day-to-day guiding metric.

Questions to Help Users

  • "What specific moment represents a user getting value from your product?"
  • "Could a non-technical person in your company understand and discuss this metric?"
  • "Can teams actually influence this metric through their work in a quarter?"
  • "What would happen if you gamed this metric - what would break?"
  • "Does this metric measure value delivered to users or value extracted from them?"
  • "Is this a leading indicator or a lagging one that's hard to move?"

Common Mistakes to Flag

  • Revenue as North Star - Revenue is an outcome; focus on the customer value that drives it
  • Complex composite metrics - If you can't explain it simply, teams can't rally around it
  • Lagging indicators like retention - Find the leading metrics that predict retention
  • Gaming vulnerability - Add countervailing metrics to prevent optimization that hurts users
  • Undefined terms - 'Active user' means nothing until you codify exactly what counts

Deep Dive

For all 35 insights from 27 guests, see references/guest-insights.md

Related Skills

  • Setting OKRs & Goals
  • Defining Product Vision
  • Prioritizing Roadmap
  • Designing Growth Loops