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growth-loops

Identify and analyze growth loops with metrics like k-factor and cycle time.

Updated Mar 8, 2026
Search Tags:#user acquisition#optimization#retention#flywheel#viral growth#growth loops
One-click install
npx skills add https://github.com/Osirs/pm-skills-sc --skill growth-loops-osirs
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: growth-loops
Source: https://github.com/Osirs/pm-skills-sc/tree/main/.trae/skills/growth-loops
Command: npx skills add https://github.com/Osirs/pm-skills-sc --skill growth-loops-osirs

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps identify and analyze "growth loops" or "flywheels" that drive sustainable, compounding user growth for a product or service.

Core Features & Use Cases

  • Growth Loop Identification: Recognizes five key types of growth loops: Viral, Usage, Collaboration, UGC, and Referral.
  • Effectiveness Measurement: Provides metrics like k-factor, cycle time, and conversion rate to assess loop performance.
  • Workflow Guidance: Outlines a step-by-step process for auditing, identifying, mapping, prioritizing, and optimizing growth loops.
  • Use Case: A startup can use this skill to analyze their current user acquisition channels and identify which ones can be transformed into self-sustaining growth loops, reducing reliance on paid marketing.

Quick Start

Analyze the current user acquisition channels and identify potential growth loops.

Frequently Asked Questions about growth-loops

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

FAQPage Schema
What are growth loops and how do they drive sustainable user acquisition?▼

Growth loops are self-sustaining flywheels where existing user actions create compounding new user acquisition. They function by recognizing five key mechanisms: viral, usage, collaboration, user-generated content (UGC), and referral loops.

How do I measure growth loop effectiveness using k-factor and cycle time?▼

Measuring growth loop effectiveness requires tracking specific metrics like k-factor for viral spread, cycle time for loop iteration speed, and conversion rates. These metrics indicate whether loops are compounding effectively.

How do I identify potential growth loops from existing user acquisition channels?▼

Identifying potential growth loops involves auditing existing channels and mapping user actions into flywheel structures. This workflow guides users through prioritizing and optimizing these mapped channels to reduce friction.

Can I use growth loops to reduce reliance on paid marketing for a startup?▼

Growth loops are ideal for reducing paid marketing reliance by transforming current acquisition channels into self-sustaining engines. Analyzing viral, usage, and referral mechanisms allows startups to build compounding organic growth.

What are the different types of viral growth flywheels I can build?▼

Viral growth flywheels include five distinct loop types: viral, usage, collaboration, user-generated content (UGC), and referral. Each type leverages different user behaviors to generate compounding organic acquisition.

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