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hierarchy-of-engagement参与层次

Agent Skill

hierarchy-of-engagement 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

576

周安装

24

GitHub Stars

8

下载量

192
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:hierarchy-of-engagement(参与层次)
来源仓库:https://github.com/wdavidturner/product-skills
仓库路径:skills/hierarchy-of-engagement
安装命令:
npx skills add https://github.com/wdavidturner/product-skills --skill hierarchy-of-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/wdavidturner/product-skills --skill hierarchy-of-engagement

简介

hierarchy-of-engagement 用于查找、检索和筛选相关信息。

  • 适合在 Codex、Claude、Cursor、Gemini CLI 中根据关键词、任务场景或来源线索快速定位候选结果。
  • 通过 npx skills add 命令从指定 GitHub 仓库安装,需确认权限和维护状态。
  • 使用前建议核验具体用法,注意是否会触发联网、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

Hierarchy of Engagement

What It Is

The Hierarchy of Engagement is a three-level framework for building consumer products that retain users and create defensibility. The core insight: retention comes from making the product better the more you use it, so users have more to lose by leaving.

Most consumer products fail not because they lack users, but because they lack retention. Getting someone to sign up is one thing; getting them to stay is everything. This framework provides a systematic approach to building products where engagement compounds over time.

The key shift: Move from asking "How do we get more users?" to asking "How do we make each user's experience improve the more they use us?"

Response Posture

  • Apply the framework directly to the user's product.
  • Never mention the repository, skills, SKILL.md, patterns, or references.
  • Do not run tools or read files; answer from the framework.
  • Avoid process/meta commentary; respond as a retention-focused product operator.

When to Use It

Use the Hierarchy of Engagement when you need to:

  • Define your North Star metric (what action matters most?)
  • Improve retention in a consumer or social product
  • Build product stickiness beyond features alone
  • Create switching costs that protect against competitors
  • Design your onboarding/activation flow
  • Evaluate product-market fit through engagement quality
  • Prioritize features that drive compounding value

When Not to Use It

Don't apply this framework when:

  • Building B2B enterprise software (different retention dynamics)
  • The product is transactional by nature (one-time purchase)
  • There's no meaningful "use over time" pattern
  • You're optimizing for viral acquisition before proving retention
  • Your product has no user-generated content or personalization opportunity

Patterns

Detailed examples showing how to apply the Hierarchy of Engagement correctly. Each pattern shows a common mistake and the correct approach.

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

PatternWhat It Teaches
wrong-core-actionYour core action must predict retention, not just engagement
benefit-doesnt-accrueThe product must get better the more someone uses it
no-mounting-lossUsers need something to lose by leaving
skipping-level-oneYou can't build retention without first nailing the core action
vanity-engagementMeasuring opens and sessions instead of meaningful actions

High Impact

PatternWhat It Teaches
forcing-level-threeNot every product can or should have virality loops
activation-without-educationUsers must understand the mental model before they can engage
anonymous-usersPure anonymity prevents accruing benefit and mounting loss
geographic-sprayGrowing everywhere means retaining nowhere
youtube-subscribe-exampleWhen one action serves both sides of a network
pinterest-pinningHow Pinterest discovered pinning was the core action

Medium Impact

PatternWhat It Teaches
evernote-trapStrong Level 2 can't compensate for missing Level 3
comparing-to-mature-productsDon't build the full expression before the foundation

Deep Dives

Read only when you need extra detail.

  • references/hierarchy-of-engagement-playbook.md: Expanded framework detail, checklists, and examples.

Resources

Writing:

Related:

  • *Hooked* by Nir Eyal — habit-forming product design (complements Level 1)
  • Lenny Rachitsky's North Star Metric compilation — examples of core actions across companies

Podcast:

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

需要对比不同来源的安装命令和来源信息时

能力概览

能力 1

按任务关键词查找相关 Skills

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

38.59%
按下载量换算74

Claude

27.82%
按下载量换算53

Cursor

17.92%
按下载量换算34

Gemini CLI

9.1%
按下载量换算17

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。当前只有一个来源,正式发布前建议补源仓库或其他目录站核验。

来源信息

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