Analyze Growth

Community

konglong87

analyze-growth

Growth analysis workflow — chain AARRR analysis, data reporting, growth strategy, and iteration planning Use when: Analyzing growth metrics, planning growth initiatives, or optimizing product performance

Overview

Publisher	konglong87
Repository	`superPM`
Skill name	`analyze-growth`
Stars	86
Forks	8
Bundled files	Instructions only
License	MIT
Links	Skill source Repository Homepage

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
Self-contained
Everything the model needs lives in the instructions — no extra files to sync.
Open source
Published by konglong87 on GitHub. Read the source before you install it.

Installation

Install the Analyze Growth AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/konglong87/superPM/tree/main/skills/workflows/analyze-growth
Enable the skill in any chat where you want it available.

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/konglong87/superPM.git /tmp/superPM
mkdir -p .claude/skills
cp -r /tmp/superPM/skills/workflows/analyze-growth .claude/skills/analyze-growth

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Analyze Growth in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Analyze Growth on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Analyze Growth is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

安装依赖预检（执行工作流之前）

本工作流入口 analyze-growth 只负责编排；单独安装它不会自动安装所调用的技能。必需技能：pm-aarrr、pm-report、pm-growth、pm-iteration。

先用当前平台的技能列表检查必需技能是否可用。若缺少依赖，停止工作流，不要假装已执行；告知用户缺少的技能并给出安装方式。不要擅自安装或跳过。完整安装命令（只装本入口并不够）：

bash
npx skills add https://github.com/konglong87/superPM --skill analyze-growth pm-aarrr pm-report pm-growth pm-iteration

没有 Node.js/npm 时，可按仓库 README 手动安装完整技能包；安装后重新检查技能列表，再继续流程。

Reuse relevant existing artifacts, confirm before creating/overwriting, label evidence with source/date and separate assumptions from facts. In a full-pack install, see skills/_shared/workflow-contract.md for details.

Overview

This command chains 4 skills into a complete growth analysis workflow:

pm-aarrr — AARRR funnel analysis
pm-report — Data report & user feedback
pm-growth — Growth strategy & execution plan
pm-iteration — Iteration planning

Each step pauses for user confirmation before proceeding.

Execution Flow

Step 1: AARRR Analysis

📈 Starting Step 1/4: AARRR Analysis This will analyze your growth funnel across Acquisition, Activation, Retention, Revenue, and Referral.

执行 /pm-aarrr

完成后，使用 AskUserQuestion 确认。

Step 2: Data Report

📈 Starting Step 2/4: Data Report This will generate a comprehensive data report with user feedback analysis.

执行 /pm-report

完成后，使用 AskUserQuestion 确认。

Step 3: Growth Strategy

📈 Starting Step 3/4: Growth Strategy This will develop a growth execution plan based on data insights.

执行 /pm-growth

完成后，使用 AskUserQuestion 确认。

Step 4: Iteration Planning

📈 Starting Step 4/4: Iteration Planning This will create an iteration plan with prioritized growth initiatives.

执行 /pm-iteration

Completion

✅ Growth analysis complete!

Generated documents:

docs/03-增长迭代/AARRR增长分析.md

docs/03-增长迭代/数据报告与用户反馈.md

docs/03-增长迭代/增长执行方案.md

docs/03-增长迭代/迭代计划.md

Recommended next steps:

/pm-roadmap — Update the product roadmap

/pm-abtest — Design A/B tests for growth experiments

Frequently asked questions

What does the Analyze Growth AI skill do?

Why use Analyze Growth on TypingMind?

Because you install it once and use it with any model. Analyze Growth is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Analyze Growth in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/konglong87/superPM/tree/main/skills/workflows/analyze-growth. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Analyze Growth?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Analyze Growth?

As many as you like. As long as a model supports skills, you can use Analyze Growth with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Analyze Growth AI skill free?

Yes. It is published on GitHub by konglong87 under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

安装依赖预检（执行工作流之前）

Overview

Execution Flow

Step 1: AARRR Analysis

Step 2: Data Report

Step 3: Growth Strategy

Step 4: Iteration Planning

Completion

Frequently asked questions

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