Can this skill help with game design?

Yes, it is specifically tailored for game ecosystems, helping design mechanics like UGC marketplaces, token sinks, and social proof rewards.

How does it handle platform restrictions?

The workflow includes a risk review phase that checks loop designs against app store policies, privacy laws, and blockchain gas constraints to ensure viability.

Does it provide technical implementation details?

It provides experiment blueprints that specify instrumentation requirements, success gates, and data sources needed for developers to implement the loops.

What is a growth loop versus a traditional funnel?

A funnel is a linear path where users drop out at each stage, requiring constant new input. A growth loop is a closed system where the output of one cycle becomes the input for the next, creating compounding growth.

Product Growth Loop Architect

Name: Product Growth Loop Architect
Author: tjboudreaux

bytjboudreaux

0•

Marketing Automation

Designs compounding growth systems and viral mechanics to drive sustainable user acquisition, engagement, and retention.

The Product Growth Loop Architect skill empowers developers and product strategists to move beyond linear funnel thinking toward circular, self-reinforcing systems that compound over time. By analyzing current metrics and channel inventories, this skill helps map existing mechanics, identify leakage points, and design new Trigger-Action-Reward-Investment cycles. It provides a structured framework for prioritizing experiments based on defensibility and strategic fit, ensuring that every growth initiative is backed by explicit KPIs and respects platform-specific constraints like App Store policies or blockchain economics.

Key Features

01Compounding loop mapping for acquisition and retention

02Trigger-Action-Reward-Investment framework design

03Strategic prioritization scoring for growth experiments

04Detailed instrumentation and KPI blueprinting

05Platform-compliant architecture for App Stores and Web3

060 GitHub stars

Use Cases

01Optimizing user retention by identifying and fixing leakage in engagement cycles

02Designing sustainable reward economies for consumer games and dApps

03Transitioning a product from a paid acquisition funnel to organic viral loops

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add tjboudreaux/cc-plugin-product-strategist product-growth-loops

For use in Claude.ai and ChatGPT

Download Skill