lean-analytics

仓库创建 2026年1月29日最近提交 4 天前SkillHot 收录 20 天前
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助力识别能驱动决策的关键指标,避免徒有虚名数据。

这个 Skill 做什么

基于 Lean Analytics 选择、审计创业公司关键指标与目标。

帮你挑出对创业公司真正有用的指标并审计仪表盘,分辨能改变决策的关键数据和只是好看的 vanity metrics。适合在确定 KPIs、设定目标或为不同商业模式和发展阶段埋点时使用。核心是把团队指向 One Metric That Matters(OMTM),并给出基线与行业 benchmark,避免大家被表面数字误导。

▸ 展开 SKILL.md 英文原文

Choose and audit startup metrics using Croll and Yoskovitz's "Lean Analytics". Use when the user mentions "what metrics should we track", "KPIs", "north star metric", "One Metric That Matters (OMTM)", "vanity metrics", "analytics dashboard", "DAU/MAU", "churn benchmark", or "measure product-market fit". Also trigger when choosing metrics for a startup or feature, auditing a dashboard for vanity metrics, setting metric targets and baselines, or instrumenting a product by business model and stage. Covers good-vs-vanity metrics, the One Metric That Matters, metrics by business model, the five startup stages, and benchmarks. For the build-measure-learn loop, see lean-startup. For fixing activation and retention, see improve-retention.

数据与抓取指标体系增长分析OMTM通用
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# Lean Analytics

A data discipline for startups distilled from Alistair Croll and Benjamin Yoskovitz's *Lean Analytics*: separate metrics that change decisions from numbers that merely flatter, then point the whole company at the One Metric That Matters for your business model and stage. Use it to choose metrics, audit dashboards, set targets, and plan instrumentation.

## Core Principle

**Focus on the one metric that matters right now — everything else is noise that feels like progress.** Startups die from lack of focus more often than lack of data. The discipline is knowing your business model, knowing your stage, and tracking the single number that tells you whether the riskiest part of
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