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retention-engagement保留参与度

Agent Skill

retention-engagement 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。

总安装

26,928

周安装

1,075

GitHub Stars

715

下载量

8,624
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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:retention-engagement(保留参与度)
来源仓库:https://github.com/refoundai/lenny-skills
仓库路径:skills/retention-engagement
安装命令:
npx skills add https://github.com/refoundai/lenny-skills --skill retention-engagement
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 retention-engagement

简介

使用 29 个产品领导者的框架提高用户保留率和参与度。

  • 指导您了解留存曲线、识别顿悟时刻并评估习惯形成潜力,以诊断用户流失的位置
  • 强调保留的用户应该经历越来越大的损失(数据、定制、社交关系),并且产品必须随着使用而改进以创造粘性
  • 强调新用户引导是最高杠杆的留存投资,每日回报是养成习惯的产品的关键指标
  • 包括诊断问题,以揭示留存用户拥有哪些流失用户所缺乏的内容,并标记常见错误,例如通知垃圾邮件和未定义的顿悟时刻

SKILL.md

Retention & Engagement

Help the user improve retention and engagement using frameworks from 29 product leaders.

How to Help

When the user asks for help with retention:

  1. Understand the retention curve - Ask about their current retention shape and where drop-off occurs
  2. Identify the aha moment - Help them define what first experience of value looks like for their users
  3. Assess habit formation - Determine if they're building for habitual vs. occasional use
  4. Design retention loops - Create mechanisms that compound user value over time

Core Principles

Retention is gold for subscription businesses

Albert Cheng: "User retention is gold for consumer subscription companies. If you don't retain your users, then a lot of the onus is on getting them to pay on day one." Retention reduces pressure for immediate monetization and is the primary driver of subscription success.

Products should get better with use

Sarah Tavel: "The test for me, of whether you're building a product that has the ingredients to create a retentive product on a micro level, just at the user level, is that the product should get better the more you use it, and you'll have more to lose by leaving it." True retention is built when a product creates accruing benefits and mounting loss over time.

Daily return is the biggest problem to solve

Jackson Shuttleworth: "What Duolingo really focuses on is, how do we help users build habits around language learning? Getting user come back the next day is the biggest problem to solve." For habit-forming products, next-day return is the most critical metric to optimize.

Onboarding is the highest-leverage retention investment

Kristen Berman: "I've consistently seen that improving onboarding is one of the highest leverage opportunities for both signup conversion and increasing long term retention. Getting people to your aha moment more quickly and reliably is so incredibly important." Accelerating time to value in onboarding compounds across the entire user lifecycle.

Define your aha moment with data

Hila Qu: "I think [the aha moment] as a moment, as a first time a user experienced value of your product... At GitLab we actually did a bunch of analysis. We ended up have something along the line of two users, two features used in the first 14 days." The aha moment should be defined by data correlation with retention, often involving multi-user or multi-feature milestones.

Create mounting loss

Products that retain well make users feel they have more to lose by leaving. This could be data, customization, social connections, or accumulated history.

Focus on the core loop

Great retention comes from a core product loop that delivers value repeatedly, not from notifications or gamification layered on top of a weak product.

Questions to Help Users

  • "Where in your funnel are you losing the most users? First session? First week? First month?"
  • "What specific action, when completed, correlates most strongly with long-term retention?"
  • "What do retained users have that churned users are missing?"
  • "How does your product get better the more someone uses it?"
  • "What would a user lose if they stopped using your product today?"
  • "How quickly do new users reach your aha moment?"

Common Mistakes to Flag

  • Notification spam - Trying to drive retention through more notifications rather than better product
  • Undefined aha moment - Not knowing what experience correlates with retention
  • Slow time to value - Complex onboarding that delays the first moment of user value
  • No mounting loss - Products that don't accumulate user-specific value over time
  • Optimizing activation over retention - Focusing on getting users in without ensuring they stay

Deep Dive

For all 47 insights from 29 guests, see references/guest-insights.md

Related Skills

  • pricing-strategy
  • product-led-sales
  • problem-definition

适合场景

01

用户想查找某类 Agent Skill 时

02

需要根据任务场景推荐可安装能力包时

03

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能力概览

能力 1

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能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

展示第三方安全扫描或审计结果

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

36.54%
按下载量换算3,151

Claude

29.73%
按下载量换算2,564

Cursor

19.16%
按下载量换算1,652

Gemini CLI

10.12%
按下载量换算873

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

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来源信息

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