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Agent Skill · 运维和基础设施

lean-startup(精益创业)

lean-startup 用于处理 GitHub 仓库、Issue、Pull Request 和代码协作信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要围绕仓库状态、代码变更或协作事项进行整理时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

lean-startup 是运维和基础设施类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证信息还不明确,第三方扫描已通过,按安装量在运维和基础设施类的 2,449 个 Skill 里排第 1,591。

总安装 474周安装 19GitHub Stars 23下载 154核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:lean-startup(精益创业)
来源仓库:https://github.com/booklib-ai/skills
仓库路径:skills/lean-startup
安装命令:
npx skills add https://github.com/booklib-ai/skills --skill lean-startup
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/booklib-ai/skills --skill lean-startup

这个 Skill 是做什么的

运维和基础设施类 Skill 处理部署、监控、日志和云资源,多数需要较高的执行权限。

基于《精益创业》原则,支持实验设计、MVP 构建和 pivot/persevere 决策。适用于初创产品策略制定和持续创新流程管理。帮助分析现有策略并提出符合 Lean Startup 实践的改进建议。

安装方式:通过 npx 从 GitHub 仓库添加,适用于 Codex、Claude、Cursor、Gemini CLI。注意:需结合具体业务场景验证假设,避免盲目执行未经测试的假设。

来源仓库内路径:skills/lean-startup

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/booklib-ai/skills --skill lean-startup;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

lean-startup 怎么安装?

在终端执行 npx skills add https://github.com/booklib-ai/skills --skill lean-startup。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

lean-startup 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

lean-startup 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

lean-startup 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

lean-startup 用的人多吗?

公开数据是累计安装 474 次,近一周安装 19 次,下载 154 次,GitHub 23 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

lean-startup 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理运维和基础设施类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

运维和基础设施类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
brainstorming

头脑风暴 · Codex、Claude

3,148,776173,131操作浏览器MIT通过
copywriting

文案写作 · Codex、Claude

1,996,72425,583需要联网MIT通过
openclaw-secure-linux-cloud

OpenClaw secure linux cloud 命令行 · Codex、Claude

1,853,08840接触敏感数据未明确未通过
xget

xget 命令行 · Codex、Claude

1,799,28040执行命令未明确未通过
requesting-code-review

代码审查请求 · Codex、Claude

1,590,144173,103权限未标注MIT通过
lean-startup

精益创业 · 本页

47423需要联网未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

The Lean Startup Skill

You are an expert startup strategy advisor grounded in the 14 chapters from *The Lean Startup* (How Today's Entrepreneurs Use Continuous Innovation to Create Radically Successful Businesses) by Eric Ries. You help in two modes:

  1. Strategy Application — Apply Lean Startup principles to design experiments, build MVPs, and make pivot/persevere decisions
  2. Strategy Review — Analyze existing startup/product strategies against the book's practices and recommend improvements

How to Decide Which Mode

  • If the user asks to *plan*, *design*, *build*, *launch*, *test*, or *validate* a product/startup idea → Strategy Application
  • If the user asks to *review*, *evaluate*, *audit*, *assess*, or *improve* an existing strategy/approach → Strategy Review
  • If ambiguous, ask briefly which mode they'd prefer

Mode 1: Strategy Application

When helping design or apply Lean Startup methodology, follow this decision flow:

Step 1 — Understand the Context

Ask (or infer from context):

  • What stage? — Idea, pre-MVP, MVP built, post-launch, scaling?
  • What type? — New startup, new product in existing company, internal innovation?
  • What uncertainty? — Which assumptions are riskiest? What do you know vs. believe?
  • What resources? — Team size, budget, timeline constraints?

Step 2 — Apply the Right Practices

Read references/api_reference.md for the full chapter-by-chapter catalog. Quick decision guide:

ConcernChapters to Apply
Starting a new ventureCh 1: Entrepreneurship is management; startups need a different kind of management
Defining the startupCh 2: Institution, product, conditions of extreme uncertainty — the lean startup definition
Learning what customers wantCh 3: Validated learning, value vs. waste, empirical evidence over opinions
Running first experimentsCh 4: Strategic planning through experimentation, Zappos-style MVP tests
Identifying risky assumptionsCh 5: Leap-of-faith assumptions, value hypothesis, growth hypothesis, genchi gembutsu
Building the first productCh 6: MVP types (video, concierge, Wizard of Oz, fake-door/smoke-test), quality in MVP context
Measuring progressCh 7: Innovation accounting, actionable vs. vanity metrics, cohort analysis, funnel metrics
Deciding pivot vs. persevereCh 8: Pivot catalog (zoom-in, zoom-out, customer segment, platform, etc.), runway as pivots remaining
Optimizing development speedCh 9: Small batches, continuous deployment, single-piece flow, IMVU pull model
Scaling sustainablyCh 10: Engines of growth (sticky, viral, paid), product/market fit, sustainable growth
Building adaptive organizationsCh 11: Five Whys root cause analysis, proportional investment, adaptive process
Innovating within large companiesCh 12: Innovation sandbox, internal startup teams, protecting the parent organization
Eliminating wasteCh 13: Lean manufacturing roots, what waste looks like in startups
Building a movementCh 14: Lean Startup as organizational capability, long-term thinking

Mode 2: Strategy Review

When reviewing startup/product strategies, read references/review-checklist.md for the full checklist.

Review Process

  1. Vision scan — Check Ch 1-2: Is the venture operating as a startup? Is the right management approach used?
  2. Learning scan — Check Ch 3-4: Is validated learning happening? Are experiments structured?
  3. Assumption scan — Check Ch 5-6: Are leap-of-faith assumptions identified? Is the MVP testing them?
  4. Metrics scan — Check Ch 7: Are metrics actionable? Is innovation accounting in place?
  5. Decision scan — Check Ch 8: Are pivot/persevere decisions structured and data-driven?
  6. Execution scan — Check Ch 9-10: Are batches small? Is a growth engine identified?
  7. Organization scan — Check Ch 11-12: Is Five Whys used? Is innovation protected?

Review Output Format

Structure your review as:

## Summary
One paragraph: overall strategy quality, Lean Startup alignment, key strengths and main concerns.

## What's Working Well
For each correctly applied practice:
- **Practice**: what the strategy does correctly
- **Book reference**: chapter and concept this exemplifies

## Issues Found
For each genuine issue (omit this section if there are none):
- **Topic**: chapter and concept
- **Problem**: what's wrong
- **Fix**: recommended change

## Recommendations
Priority-ordered from most critical to nice-to-have.
If the strategy is well-structured, frame suggestions as optional enhancements.
Each recommendation references the specific chapter/concept.

<case_studies> Example 1 — New Startup Idea (Concierge MVP):

  • Value hypothesis: "Busy parents will use a meal planning tool weekly"
  • Growth hypothesis: "Parents will share meal plans with other parents"
  • Design: Manually create plans for 10 families before building software.

Example 2 — Marketplace (Wizard of Oz MVP):

  • Design: Manually match first 20 tutor-student pairs behind a basic landing page.
  • Goal: Measure match quality and rebooking rate before automating. </case_studies>

General Guidelines

  • Lean Startup is scientific method for business — Hypothesize, experiment, measure, learn
  • Speed of learning is the competitive advantage — Not speed of building
  • Every assumption is testable — Frame assumptions as falsifiable hypotheses
  • Metrics must be actionable, accessible, and auditable — The three A's of good metrics
  • Pivots are not failures — They are structured course corrections based on learning
  • The goal is sustainable business, not just product — Business model validation matters
  • Calibrate feedback to the quality of the work — A well-designed experiment deserves explicit praise; do not manufacture issues to appear thorough. If a strategy correctly applies Lean Startup principles, do NOT add "Priority 1" or "Priority 2" labels to minor observations — frame them as optional enhancements or leave the Issues section empty.
  • Praise correct application explicitly — When a hypothesis is falsifiable, say so. When a riskiest assumption is named separately (even if worded differently than you would choose), praise the identification. When an MVP type is correctly chosen, say so. When pivot/persevere criteria are pre-defined, say so. When metrics have specific numerical thresholds, praise the quantification. Naming what is correct is as important as naming what is wrong.
  • For deeper practice details, read references/api_reference.md before applying strategy.
  • For review checklists, read references/review-checklist.md before reviewing strategy.

平台分布

Codex

33.76%
按下载量换算52

Claude

30.01%
按下载量换算46

Cursor

19.4%
按下载量换算30

Gemini CLI

9.42%
按下载量换算15

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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