writing-north-star-metrics by refoundai/lenny-skills
npx skills add https://github.com/refoundai/lenny-skills --skill writing-north-star-metrics借助 27 位产品负责人的框架和见解,帮助用户定义他们的北极星指标。
当用户寻求关于北极星指标的帮助时:
Itamar Gilad:"北极星指标衡量我们为市场创造了多少价值。WhatsApp 衡量发送的消息数,因为每条消息都是增量价值。Airbnb 使用预订的夜晚数。"选择一个能追踪提供给客户的核心效用的指标,而不是商业提取。
Jess Lachs:"留存率是一个糟糕的目标设定对象。短期内几乎不可能以有意义的方式推动它。找到一个你可以衡量的短期指标,它能驱动长期产出。"找出对实验敏感且与长期目标相关的代理指标。
Jess Lachs:"如果人们能理解它,对它有一种直觉,如果它是公司里每个人都能谈论的东西,那么它将比你自己编造但没人理解的复合分数要好得多。"避免使用带有复杂系数的复合指标。
Jeff Weinstein:"我们试图为客户创造的价值是什么?我们能否从他们的角度来衡量它?我们建议使用'零支持工单的公司数'。"基于摩擦的消除或成功时刻的出现来定义指标。
Hari Srinivasan:"LinkedIn 的一切都是一个紧密相连的生态系统,但决策并不困难,因为我们都在这里帮助人们连接经济机会。"一个清晰的全公司使命可以作为产品决策的最终裁决者。
Jeff Weinstein:"选择能让你有所感触的指标名称。'零支持的公司'——图表名称中蕴含的简洁性和客户思维可以成为公司内部的通用语言。"使用简单、引人共鸣的名称,而不是技术性的数据库字段名。
Manik Gupta:"每个人都会谈论同一个指标,但会有不同的细微差别。什么是日活跃用户?选择一个定义,实现它,编纂它。没有混淆。"只有当指标背后有精确定义和准确实现时,才能推动协调一致。
Lauryn Isford:"一个落在较低百分比范围(可能在 5-15%)的激活率,比高百分比更好,因为它意味着与长期留存率可能有更高的相关性。"只有少数用户能达到的高门槛激活指标通常更有价值。
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Lauryn Isford:"北极星指标应该衡量你计划要做的事情。每 6-12 个月回顾一次北极星指标,以确保它们仍然与业务目标保持一致。"如果战略需要,要愿意调整指标。
Sean Ellis:"我认为月度购买次数很棒,因为它映射了人们获得的价值。从客户角度看,价值单位比总收入更重要。"收入应该是把事情做对的结果,而不是日常指导指标。
要查看 27 位嘉宾的所有 35 条见解,请参阅 references/guest-insights.md
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2026 年 1 月 29 日
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Help the user define their North Star metric using frameworks and insights from 27 product leaders.
When the user asks for help with North Star metrics:
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
For all 35 insights from 27 guests, see references/guest-insights.md
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