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Agent Skill · 研究检索

designing-growth-loops(设计增长循环)

designing-growth-loops 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。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。

designing-growth-loops 是研究检索类 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,按安装量在研究检索类的 73,674 个 Skill 里排第 4,749。

总安装 29,952周安装 1,157GitHub Stars 734下载 9,696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:designing-growth-loops(设计增长循环)
来源仓库:https://github.com/refoundai/lenny-skills
仓库路径:skills/designing-growth-loops
安装命令:
npx skills add https://github.com/refoundai/lenny-skills --skill designing-growth-loops
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/refoundai/lenny-skills --skill designing-growth-loops

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

基于病毒式、付费、产品主导和内容获取机制设计自我维持增长循环的框架。

确定主要的循环类型(病毒式循环、付费循环、产品主导循环或内容循环),并在多元化之前重点掌握一种循环;大多数成功的公司都是通过单一执行良好的渠道实现规模扩张的 评估先决条件,包括客户生命周期价值、网络效应、产品粘性和有机付费比率;有机收购保持 40-50% 的健康增长 找到自然的分享时刻,让用户有机地将产品展示给其他人;口碑需要高频次的产品使用来维持 通过确保循环反馈到自身来进行复合设计;绘制微观和宏观循环之间的定性和定量联系 避免常见的陷阱:免费增值模式的付费获取、制造网络效应、过早多元化以及没有潜在有机动力的推荐计划

来源仓库内路径:skills/designing-growth-loops

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/refoundai/lenny-skills --skill designing-growt…;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

designing-growth-loops 怎么安装?

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

designing-growth-loops 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。

designing-growth-loops 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。

designing-growth-loops 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。

designing-growth-loops 用的人多吗?

公开数据是累计安装 29,952 次,近一周安装 1,157 次,下载 9,696 次,GitHub 734 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。

designing-growth-loops 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。
  • 需要处理研究检索类任务、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。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
designing-growth-loops

设计增长循环 · 本页

29,952734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

Designing Growth Loops

Help the user design effective growth loops using frameworks from 54 product leaders who have built viral and product-led growth engines at companies from Dropbox to LinkedIn to Calendly.

How to Help

When the user asks for help with growth loops:

  1. Identify the loop type - Determine if they need viral, paid, content, or product-led acquisition loops
  2. Assess prerequisites - Check if they have the LTV, network effects, or product stickiness to support the loop
  3. Find the natural sharing moment - Help them identify where users would naturally want to bring others in
  4. Design for compounding - Ensure the loop feeds back into itself for sustainable growth

Core Principles

One dominant loop matters most

Luc Levesque: "It's usually just one loop that you need to get right. Most successful companies scale primarily through one dominant, well-executed growth loop." Focus on identifying and dominating one primary channel before diversifying.

Viral growth is a learnable science

Nikita Bier: "With certainty, if you're good at your job, you can make an app grow and go viral. Over the years of building all these apps, I've accrued all these growth hacks that still nobody knows about." Develop a library of growth tactics based on platform-specific mechanisms.

LTV unlocks paid loops

Yuriy Timen: "If you have really healthy LTVs, then there is a big opportunity to play paid and lean into paid growth loops." Calculate if single-player LTVs are high enough to support sustainable paid acquisition.

Product-led acquisition has zero marginal cost

Julian Shapiro: "By me trying to use PayPal in its everyday intention, I'm automatically enticing someone else to become a PayPal customer." PLA is the most scalable channel because it's entirely within the company's control.

Innovation over optimization in fast markets

Elena Verna: "I feel like only 30 to 40% of what I've learned transfers here because we need to invest in such bigger bets and innovate and create new growth loops." In fast-moving AI categories, shift from 95% optimization to 95% innovation.

Word-of-mouth requires frequency

Uri Levine: "Word-of-mouth you can only have if you have high frequency of use. If you're using Waze every day, then every day you have an opportunity to tell someone else." Sustainable word-of-mouth is tied to how often users engage with the product.

Map the loops qualitatively and quantitatively

Ben Williams: "Being able to identify the various micro and macro loops, how they're all connected, being able to document them in a qualitative model provides a shared understanding and guides intentional investment."

40-50% organic is the healthy ratio

Gokul Rajaram: "A good metric is that 40 to 50% of your new customers should ideally come from organic channels. If 90% come from paid, at some point the music is going to stop."

Questions to Help Users

  • "What's the natural moment when users would want to bring others in?"
  • "Does your product become more valuable when more people use it?"
  • "What percentage of your growth is organic vs paid?"
  • "What's your customer LTV and payback period?"
  • "Is there an action users take that automatically exposes your product to others?"
  • "Can you identify where users already share your product organically?"

Common Mistakes to Flag

  • Paid acquisition on freemium - Consumer subscriptions relying on paid acquisition will predictably fail
  • Manufacturing network effects - Network effects are usually inherent; hard to add as an afterthought
  • Diversifying too early - Early-stage companies should focus on one working engine
  • Single-channel dependency - Late-stage companies with 90%+ reliance on one channel are at extreme risk
  • Referral programs without organic WOM - Referrals amplify existing word-of-mouth; they can't create it

Deep Dive

For all 84 insights from 54 guests, see references/guest-insights.md

Related Skills

  • Measuring Product-Market Fit
  • Pricing Strategy
  • Retention & Engagement
  • Marketplace Liquidity Management

平台分布

Codex

33.56%
按下载量换算3,254

Claude

32.56%
按下载量换算3,157

Cursor

19.97%
按下载量换算1,936

Gemini CLI

9.25%
按下载量换算897

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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