pm-data SKILL.md skillA

pm-data 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-data@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/02-solution-design/pm-data/SKILL.md
Versions recorded: 5
Latest version: git:20260924.3ac45f5, committed Sep 24, 2026
First version recorded: Jul 23, 2026
Size: 11,191 bytes
Repository stars: 86
License: MIT

Use when: 需要设计产品数据指标、规划数据埋点、建立数据监控体系、进行数据分析和趋势预测 Do NOT use when: 数据指标已明确、仅需简单统计无需指标体系.

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
# 检查方案设计目录

# 检查前置文档
echo "📊 正在检查前置文档..."

if [ -f "docs/02-方案设计/PRD产品需求文档.md" ]; then
  echo "✅ PRD文档 - 已找到"
else
  echo "⏳ PRD文档 - 未找到"
fi

if [ -f "docs/01-需求调研/MVP方案.md" ]; then
  echo "✅ MVP方案 - 已找到"
else
  echo "⏳ MVP方案 - 未找到"
fi
```

---

## 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: 确定数据指标范围

使用 AskUserQuestion 询问：

> 您需要设计哪方面的数据指标？
>
> A) 整体数据指标体系（北极星指标+关键指标+过程指标）
> B) 产品核心指标（如DAU、GMV、留存率）
> C) 功能埋点方案（具体功能的数据采集）
> D) 业务分析指标（如转化漏斗、用户分群）
> E) 其他（请手动输入）
>
> 💡 提示：
> - 产品规划阶段 → 推荐整体数据指标体系
> - 功能开发阶段 → 推荐功能埋点方案
> - 产品优化阶段 → 推荐业务分析指标

记录到变量 `DATA_SCOPE`

---

### 步骤 2: 读取前置数据

根据指标范围读取相应文档：

**必需文档**：
- PRD产品需求文档（如果存在）
- MVP方案（如果存在）

**可选文档**：
- 需求调研报告（业务目标）
- 优先级报告

---

### 步骤 3: 定义北极星指标

使用 AskUserQuestion 引导：

> 🎯 北极星指标定义
>
> 基于产品目标，推荐的北极星指标：
>
> **选项1**：{指标名称} - {定义}
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add konglong87/superpm/pm-data@sha256:d38a35298264cfc2

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_cefcoaxpzujnzped.svg)](https://markdownregistry.com/a/art_cefcoaxpzujnzped)

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	11,191 B	A	view · diff
git:20260924.26fb3bb	2026-09-24	26fb3bb	10,851 B	A	view · diff
git:20260730.fea8df7	2026-07-30	fea8df7	10,931 B	A	view · diff
git:20260730.1745f93	2026-07-30	1745f93	11,256 B	A	view · diff
git:20260723.8df5f2c	2026-07-23	8df5f2c	11,123 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 (11191 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_cefcoaxpzujnzped
GET https://markdownregistry.com/api/v1/resolve?ref=konglong87/superpm/pm-data
GET https://markdownregistry.com/api/v1/blob/d38a35298264cfc21bfe2e139a5033544ec854399d7b495c454f0da9b6e6d972

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.