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 performa

SKILL.md

GitHub
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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):

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。

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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:

  1. pm-aarrr — AARRR funnel analysis
  2. pm-report — Data report & user feedback
  3. pm-growth — Growth strategy & execution plan
  4. 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:

  1. /pm-roadmap — Update the product roadmap
  2. /pm-abtest — Design A/B tests for growth experiments