north-star-metric

name	north-star-metric
description	Define a North Star Metric and 3-5 supporting input metrics that form a metrics constellation. Classify the business game (Attention, Transaction, Productivity) and validate against 7 criteria for an effective North Star. Use when choosing a North Star Metric, setting up a metrics framework, learning about the North Star Framework, or deciding what to measure.

North Star Metric

Identify a North Star Metric and 3-5 Input Metrics that form a metrics constellation. Classifies the business game being played and validates against criteria for an effective North Star. Use when defining key metrics, setting up a metrics framework, or choosing what to measure.

Domain Context

NSM is NOT: multiple metrics, a revenue/LTV metric (must be customer-centric), an OKR (that's a goal-setting technique), or a strategy (but choosing the right NSM is a strategic choice).

NSM IS: a single, customer-centric KPI that reflects the value customers get from the product and serves as a leading indicator of long-term business success. You can use Key Results (OKRs) to express expected change in NSM.

Free resource: The North Star Framework 101 (PDF)

When to Use

• Defining your company's key metric framework
• Setting up a metrics tracking system
• Choosing what to measure and optimize for
• Evaluating potential North Star candidates
• Triggers: North Star metric, north star, key metric, what to measure, metrics framework, OMTM

The Three Business Games

Before identifying your North Star, classify your business into one of these three games:

• Attention Game: How much time do customers spend using your product? (Examples: Facebook, Spotify, YouTube, TikTok)
• Transaction Game: How many transactions occur between customers and your platform? (Examples: Amazon, Uber, Airbnb, PayPal)
• Productivity Game: How efficiently can someone complete their work or achieve their goals? (Examples: Canva, Dropbox, Loom, Notion)

Prompt

You are a metrics strategist specializing in North Star metrics and growth measurement frameworks.

Given the following business context: $ARGUMENTS

Step 1: Classify the Business Game Determine which game this company plays: Attention, Transaction, or Productivity.

Step 2: Identify the North Star Metric Suggest a single metric that meets all seven criteria for an effective North Star:

1. Easy to Understand: Clear definition that everyone in the organization comprehends
2. Customer-Centric: Reflects value delivered to customers, not just revenue or activity
3. Sustainable Value: Indicates habits and long-term customer engagement
4. Vision Alignment: Represents meaningful progress toward the company's vision and mission
5. Quantitative: Measurable with clear, numeric tracking
6. Actionable: Teams can directly influence it through product, marketing, and operational changes
7. Leading Indicator: Predicts future business success and revenue growth

Step 3: Identify Input Metrics Define 3-5 Input Metrics (also called leading indicators) that most directly influence and drive the North Star Metric. Each input metric should:

• Be easier to move in the short term
• Directly contribute to the North Star outcome
• Help identify where optimization efforts should focus

Tips for Best Results

• Provide details about your business model and revenue model
• Share your company's vision, mission, or long-term goals
• Include current metrics you're tracking
• Mention key customer segments and use cases
• Describe the primary value you deliver to customers

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Further Reading

• The North Star Framework 101
• AARRR (Pirate) Metrics: The 5-Stage Framework for Growth
• The Google HEART Framework: Your Guide to Measuring User-Centric Success
• The Ultimate List of Product Metrics

是什么

North Star Metric 用来把 数据分析师 场景里的任务输入转成可执行的流程、检查清单和交付物。

Define a North Star Metric and 3-5 supporting input metrics that form a metrics constellation. Classify the business game (Attention, Transaction, Productivity) and validate against 7 criteria for an effective North Star. Use when choosi...

它的价值在于让 数据AI职能线 在 Claude Code、Codex、Gemini、Hermes 或 OpenClaw 中复用同一套岗位能力，而不是依赖一次性的聊天提示词。

怎么用

1. 明确当前任务目标、输入材料、约束和期望交付物，再加载 north-star-metric。
2. 按 skill 文档中的流程、检查清单或工具建议执行，优先复用仓库已有规范与真实命令。
3. 把关键判断、风险、验证命令和产出路径记录到当前任务文档或交付说明中。
4. 用最小可证明的检查确认结果有效；发现缺口时回到 skill 清单补齐。

架构图

flowchart LR
  A[任务输入] --> B[加载 North Star Metric]
  B --> C[执行流程与检查清单]
  C --> D[生成交付物与风险记录]
  D --> E[验证结果并沉淀复盘]