growth-loops

Evaluates five growth loop types to design product-driven acquisition mechanisms.

Updated Aug 10, 2026
One-click install
npx skills add https://github.com/Choi-Keith/skill-arsenal-ultra --skill growth-loops-choi-keith
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: growth-loops
Source: https://github.com/Choi-Keith/skill-arsenal-ultra/tree/main/plugins/pm-skills/pm-go-to-market/skills/growth-loops
Command: npx skills add https://github.com/Choi-Keith/skill-arsenal-ultra --skill growth-loops-choi-keith

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Product teams often rely on paid acquisition without understanding which self-sustaining growth mechanisms fit their product. This Skill provides a structured framework to identify, evaluate, and design growth loops (flywheels) that compound user acquisition through the product itself. ## Core Features & Use Cases - Five Loop Evaluation: Assesses viral, usage-based, collaborative, user-generated, and referral loops against your product type and user behavior. - Loop Design Workflow: Guides you through defining product value, matching loop fit, designing mechanics, calculating loop coefficients, and prioritizing implementation. - Use Case: A SaaS team wants to reduce paid acquisition spend. Use this Skill to analyze whether a collaborative loop (like Figma team invites) or a referral loop (like Dropbox rewards) fits their product, then get a 30-60-90 day implementation roadmap with metrics. ## Quick Start Ask the AI to analyze growth loops for your product by describing your core user action, target audience, and existing sharing features.

Frequently Asked Questions about growth-loops

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

FAQPage Schema
How do I design a growth loop for my product?

Start by defining your product's core value and main user action, then evaluate which of the five loop types (viral, usage, collaborative, user-generated, referral) matches your product type and user behavior. Design the trigger points, incentives, and sharing mechanics, then calculate the loop coefficient before building.

What are the main types of growth loops?

The five types are viral loops (content shared externally), usage loops (creations attract new users), collaborative loops (team invites), user-generated loops (content discovery drives creation), and referral loops (incentivized invitations). Each suits different product types and user behaviors.

What is the difference between a growth loop and a growth funnel?

A funnel is linear: users enter at acquisition and exit at conversion. A loop is circular: each user's actions generate new users, so output feeds back as input. Loops compound over time, while funnels require continuous new input like paid ads.

Which growth loop works best for B2B SaaS products?

Collaborative loops typically fit B2B SaaS best because users invite colleagues to co-work inside the product, driving organization-wide adoption with high retention. Referral loops also work when incentives align with business value without eroding unit economics.

When should I not rely on growth loops?

Loops underperform when your product lacks shareable outputs, has no network effects, or serves users with no collaboration needs. Early-stage products without sufficient active users may need paid acquisition first to seed the loop's initial cycle.