pm-geo SKILL.md skillA

pm-geo 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-geo@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-geo/SKILL.md
Versions recorded: 5
Latest version: git:20260924.3ac45f5, committed Sep 24, 2026
First version recorded: Jul 30, 2026
Size: 9,731 bytes
Repository stars: 86
License: MIT

Use when: 需要提升产品在 AI 搜索/生成式引擎（ChatGPT、Perplexity、AI Overviews、豆包、文心）中的可见性与被推荐率、做 GEO（Generative Engine Optimization）方案 Do NOT use when: 仅做传统 SEO/关键词排名、产品尚未上线且无任何公开信息可优化.

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
echo "📡 GEO / AI 搜索优化工具"

# 检查前置文档
if [ -f "docs/02-方案设计/产品定位方案.md" ]; then
  echo "✅ 产品定位方案 - 已找到"
else
  echo "⏳ 产品定位方案 - 未找到（可选，缺失时将由本技能快速采集）"
fi
if [ -f "docs/01-需求调研/市场调研报告.md" ]; then
  echo "✅ 市场调研报告 - 已找到"
else
  echo "⏳ 市场调研报告 - 未找到（可选）"
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。

---

## 适用场景

- 用户说"让 AI 推荐我们的产品""GEO 优化""AI 搜索里搜不到我们""生成式引擎优化""提升在 ChatGPT/Perplexity 的曝光"
- 产品已上线或已有官网/内容资产，希望被 AI 搜索引擎在回答中准确提及与推荐
- 与 `pm-growth`（转化增长）区分：geo 管"被 AI 发现与推荐"，growth 管"看到之后的转化"

---

## 执行流程

### 步骤 1: 明确 GEO 目标查询（主 agent - 用户交互）

使用 AskUserQuestion 询问：

> 🎯 GEO 优化目标
>
> 你希望用户在 AI 搜索里用哪类问题能搜到/被推荐你们？
>
> A) 品类/场景问题（如"有什么好用的XX工具"）
> B) 对比/选型问题（如"XX 和 YY 哪个好"）
> C) 解决方案问题（如"怎么解决 XX 痛点"）
> D) 品牌/官网直接召回（搜品牌名能出现官网与简介）
> E) 全部覆盖（推荐，但耗时较长）
>
> 💡 提示：先聚焦 1-2 个高价值查询场景，比铺开更有效。
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add konglong87/superpm/pm-geo@sha256:2622a01cee2ccac8

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_gyptds3czbqv4qyq.svg)](https://markdownregistry.com/a/art_gyptds3czbqv4qyq)

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

Versions

The registry has recorded 5 versions of this file, between Jul 30, 2026 and Sep 24, 2026, about one every 14 days.

version	committed	commit	size	audit
git:20260924.3ac45f5 latest	2026-09-24	3ac45f5	9,731 B	A	view · diff
git:20260924.26fb3bb	2026-09-24	26fb3bb	9,419 B	A	view · diff
git:20260803.8bcec66	2026-08-03	8bcec66	9,499 B	A	view · diff
git:20260730.fea8df7	2026-07-30	fea8df7	9,501 B	A	view · diff
git:20260730.1745f93	2026-07-30	1745f93	9,826 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 (9731 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_gyptds3czbqv4qyq
GET https://markdownregistry.com/api/v1/resolve?ref=konglong87/superpm/pm-geo
GET https://markdownregistry.com/api/v1/blob/2622a01cee2ccac8d2ce72b34f026cbe073266dbcd89acf1cb484e46c53078a3

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.