pm-aarrr SKILL.md skillA

pm-aarrr from konglong87/superpm is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add konglong87/superpm/pm-aarrr@git:20260924.3ac45f5

Pins git:20260924.3ac45f5 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: konglong87/superpm
Path: skills/03-growth-iteration/pm-aarrr/SKILL.md
Versions recorded: 5
Latest version: git:20260924.3ac45f5, committed Sep 24, 2026
First version recorded: Jul 23, 2026
Size: 21,137 bytes
Repository stars: 86
License: MIT

Use when: 产品上线后需要分析用户增长、制定增长策略、诊断产品健康度、优化AARRR各环节 Do NOT use when: 产品未上线、仅需单一指标分析无需全链路.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

## Preamble (run first)

```bash
# 检查数据指标文档
echo "📊 正在检查数据指标体系..."

if [ -f "docs/02-方案设计/数据指标体系.md" ]; then
  echo "✅ 数据指标体系 - 已找到"
else
  echo "⏳ 数据指标体系 - 未找到"
fi

echo ""
echo "🎯 AARRR模型介绍："
echo "A - Acquisition (获取用户)"
echo "A - Activation (激活用户)"
echo "R - Retention (提高留存)"
echo "R - Revenue (增加收入)"
echo "R - Referral (自传播)"
```

---

## 写入时边界

只讨论时不写文件，启动检查不创建目录。用户要求保存产物时，先确认当前产品、精确输出路径及已有文件的覆盖/追加选择；确认后**仅在实际 Write 前**创建该输出文件的父目录。完整安装可参见 `skills/_shared/artifact-policy.md`，单独安装本 skill 也按本段执行。

---

## 跨 Agent 交互规则

当流程要求与用户交互时：

1. 如果当前环境支持 AskUserQuestion，使用 AskUserQuestion（最佳体验）。
2. 如果当前环境不支持 AskUserQuestion，必须用普通聊天消息提出同样问题。
3. 一次只问一个问题。
4. 提问后必须停止当前回合，等待用户回答（STOP and WAIT）。
5. 不得在用户回答前生成文档、写入 docs。
6. 已有 docs 文件不能替代本轮用户回答。

---

## 执行流程

### 步骤 1: 选择分析重点（主 agent - 用户交互）

使用 AskUserQuestion 询问：

> 🎯 AARRR增长分析 - 选择分析重点
>
> AARRR模型覆盖用户生命周期的5个环节。请选择您重点关注的环节：
>
> A) 全面分析（分析所有5个环节，并行执行，推荐）
> B) 获取分析（Acquisition - 用户从哪里来）
> C) 激活分析（Activation - 用户首次体验是否良好）
> D) 留存分析（Retention - 用户是否持续使用）
> E) 变现分析（Revenue - 如何赚钱）
> F) 传播分析（Referral - 用户是否愿意推荐）
> G) 瓶颈诊断（找到当前最大的增长瓶颈）
>
> 💡 提示：
> - 选择"A"可并行分析所有环节，效率提升 5x
> - 产品初期 → 关注获取和激活
> - 产品成长期 → 关注留存和变现
> - 产品成熟期 → 关注变现和传播
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add konglong87/superpm/pm-aarrr@sha256:c618e09e454435d3

The line at the top of this page pins the label git:20260924.3ac45f5, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_vsckiiwzvjplcf3h.svg)](https://markdownregistry.com/a/art_vsckiiwzvjplcf3h)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Jul 23, 2026 and Sep 24, 2026, about one every 16 days.

version	committed	commit	size	audit
git:20260924.3ac45f5 latest	2026-09-24	3ac45f5	21,137 B	A	view · diff
git:20260924.26fb3bb	2026-09-24	26fb3bb	20,825 B	A	view · diff
git:20260730.fea8df7	2026-07-30	fea8df7	20,905 B	A	view · diff
git:20260730.1745f93	2026-07-30	1745f93	21,230 B	A	view · diff
git:20260723.8df5f2c	2026-07-23	8df5f2c	21,097 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (21137 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

konglong87/superpm · 86 stars · license MIT · pushed 2026-10-26 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_vsckiiwzvjplcf3h
GET https://markdownregistry.com/api/v1/resolve?ref=konglong87/superpm/pm-aarrr
GET https://markdownregistry.com/api/v1/blob/c618e09e454435d335a5f4f90e816ea713a1fb58b5befc312a4b4eb2a4955c4e

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.