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growth-loops增长循环

Agent Skill

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。

总安装

494

周安装

21

GitHub Stars

8

下载量

173
CodexClaudeCursorGemini CLI

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

unknown

最后核验

2026-05-01

来源状态

来源可访问

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:growth-loops(增长循环)
来源仓库:https://github.com/wdavidturner/product-skills
仓库路径:skills/growth-loops
安装命令:
npx skills add https://github.com/wdavidturner/product-skills --skill 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/wdavidturner/product-skills --skill growth-loops

简介

growth-loops 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。

  • 适用于关键词搜索、任务场景匹配或来源线索筛选等研究检索场景。
  • 通过 npx skills add 命令从 GitHub 仓库安装,具体用法可参考原始 README。
  • 安装前需确认权限范围和维护状态,注意是否触发联网、命令执行或文件读写操作。
  • 适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

SKILL.md

Growth Loops

What It Is

Growth Loops is a framework for building sustainable, compounding growth. The core insight: the best growth systems are loops, not funnels — where the output of one cycle becomes the input for the next.

Traditional growth thinking focuses on funnels: acquire users at the top, optimize conversion through stages, and measure output at the bottom. But funnels are linear. You pour effort in, you get results out, and then you start over. Loops are different: each cycle generates the fuel for the next cycle.

The key shift: Move from asking "How do we get more users?" to asking "How does each user we acquire generate more users?"

When to Use It

Use Growth Loops when you need to:

  • Design your core growth engine before or after product-market fit
  • Move beyond paid acquisition to more sustainable growth
  • Understand why growth isn't compounding despite acquisition efforts
  • Build virality, content, or sales loops into your product
  • Evaluate distribution strategies for a new product or feature
  • Diagnose why your "growth team" isn't producing results
  • Plan how to capitalize on new distribution platforms (like ChatGPT)

When Not to Use It

  • You haven't validated that anyone wants your product (find PMF first)
  • You're optimizing micro-conversions without a growth model
  • You're looking for "growth hacks" rather than systematic growth
  • Your product has no natural mechanism for users to generate more users

Patterns

Detailed examples showing how to apply Growth Loops correctly. Each pattern shows a common mistake and the correct approach.

Critical (get these wrong and you've wasted your time)

PatternWhat It Teaches
funnels-vs-loopsFunnels are linear and exhausting; loops compound and sustain
paid-acquisition-not-a-loopPaid growth doesn't compound — it's buying users, not building an engine
founder-led-growth-firstYou can't outsource finding your growth model to a growth team
kindle-before-fireNon-scalable hacks exist only to unlock scalable loops
product-must-own-growthGrowth can't be a marketing-only function — product must own pipeline

High Impact

PatternWhat It Teaches
loop-typesContent loops, viral loops, sales loops — each has different mechanics
earned-over-paidInvest 80%+ in earned/owned channels, not paid
platform-cyclesNew platforms open, then close — time your bets correctly
seven-users-thresholdMagic numbers signal readiness for enterprise conversations
velocity-over-volumeChanges in growth rate matter more than absolute numbers
word-of-mouth-requires-delightViral loops only work when you blow their socks off
one-primary-loopOne loop dominates; others supplement but won't save you

Medium Impact

PatternWhat It Teaches
monetization-awareness75% of freemium users don't know what you're selling
growth-team-timingHire growth only when you have volume to experiment on
pqa-not-pqlFocus on qualifying accounts, not individual leads

Deep Dives

Read only when you need extra detail.

  • references/growth-loops-playbook.md: Expanded framework detail, checklists, and examples.

Resources

Reforge Programs:

  • Growth Series — the comprehensive deep dive
  • Product-Led Growth course — PLG and PLS specifics
  • Experimentation program — optimizing loop steps

Key Thinkers:

  • Brian Balfour (Reforge) — loops framework, platform cycles
  • Elena Verna — product-led sales, PQA, B2B growth
  • Casey Winters — kindle vs. fire strategies, growth models
  • Andrew Chen — platform effects, viral loops

Other:

  • Alex Rampell's essay on distribution vs. product
  • Casey Winters' writing on product-led sales loops
  • Elena Verna's Substack on PLG and PLS

适合场景

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02

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能力概览

能力 1

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能力 2

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能力 3

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能力 4

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安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

Codex

35.16%
按下载量换算61

Claude

30.35%
按下载量换算53

Cursor

20.05%
按下载量换算35

Gemini CLI

11.05%
按下载量换算19

安全审计

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Snyk

通过

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安装前确认

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来源信息

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