pm-aarrr

Diagnose product growth across AARRR funnel stages and generate a prioritized report.

46|8|Updated Mar 25, 2026

Search Tags:#monetization #retention #product metrics #growth analysis #aarrr #funnel diagnosis #viral referral

Ready to run

npx skills add https://github.com/konglong87/superPM --skill pm-aarrr

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: pm-aarrr
Source: https://github.com/konglong87/superPM/tree/main/skills/03-growth-iteration/pm-aarrr
Command: npx skills add https://github.com/konglong87/superPM --skill pm-aarrr

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you diagnose product growth health across Acquisition, Activation, Retention, Revenue, and Referral using a structured AARRR workflow after you have launched.

Core Features & Use Cases

AARRR全链路增长体检：覆盖5个环节的瓶颈识别与改进方向，适合上线后持续优化。
并行分环节分析：让各环节由子代理并行完成，降低主流程上下文占用并加速产出。
输出增长报告与优先级行动：基于输入数据生成跨环节的综合结论、连锁问题与P0/P1/P2建议，便于直接落地。
数据指标体系联动：优先读取数据指标体系文档（若存在），否则引导你手动补齐关键指标。

Quick Start

Ask the AI to run pm-aarrr for an end-to-end AARRR growth analysis by providing your latest acquisition, activation, retention, revenue, and referral metrics.

Frequently Asked Questions about pm-aarrr

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I perform an AARRR funnel diagnosis for my product after launch?▼

AARRR funnel diagnosis requires inputting your latest acquisition, activation, retention, monetization, and referral metrics to analyze user growth health across all five stages and output a prioritized report with actionable P0, P1, and P2 recommendations.

What is AARRR growth analysis and when do I need it?▼

AARRR growth analysis evaluates Acquisition, Activation, Retention, Revenue, and Referral performance to identify funnel bottlenecks. You need it for end-to-end growth health checks or targeted bottleneck diagnosis after your product launches.

Can I diagnose a specific bottleneck in my retention metrics without analyzing the entire AARRR funnel?▼

Yes, the AARRR analysis supports targeted bottleneck diagnosis across specific funnel stages, allowing you to isolate and examine retention metrics or any individual stage without forcing a full end-to-end growth health check.

How does the AARRR growth analysis handle sub-stages like viral referral and monetization?▼

The analysis uses parallel sub-agents to evaluate sub-stages like viral referral and monetization simultaneously, which lowers main context usage and accelerates the generation of cross-stage growth conclusions and prioritized actions.

Do I need an existing data metric framework document to run an AARRR growth health check?▼

No, you do not need an existing framework. The analysis prioritizes reading an existing metric framework document if available, but will interactively guide you to manually input key product metrics if one is missing.

What format should I expect for the final output of an end-to-end AARRR product metrics analysis?▼

The final output is a prioritized growth report containing comprehensive cross-stage conclusions, identified chain reactions between stages, and structured P0, P1, and P2 action recommendations for immediate implementation.