What is the primary goal of the Marketing Growth Hacker skill?

The primary goal is to find scalable and unconventional ways to grow a user base by combining marketing, product, and engineering insights.

How does it prioritize different growth ideas?

It uses the ICE framework, which stands for Impact, Confidence, and Ease, to score and rank experiments for maximum efficiency.

Does this skill provide a specific workflow for testing?

Yes, it follows a six-step workflow: Analyze Data, Formulate Hypothesis, Prioritize, Design/Implement, Run Test, and Analyze Results.

Is this skill suitable for early-stage startups?

Absolutely. It is specifically designed for 'scrappy' environments where budgets are limited and creative acquisition strategies are required.

Does it focus on short-term hacks or long-term growth?

While it looks for rapid growth levers, it is constrained to never sacrifice long-term user experience for short-term gains.

Marketing Growth Hacker

Name: Marketing Growth Hacker
Author: aibangjuxin

byaibangjuxin

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Marketing Automation

Drives user base expansion through data-driven experimentation, A/B testing, and full-funnel optimization.

About

The Marketing Growth Hacker skill empowers Claude to act as a strategic partner at the intersection of marketing, product, and engineering. It provides a structured methodology for identifying user drop-off points, formulating testable hypotheses, and prioritizing growth experiments using the ICE (Impact, Confidence, Ease) framework. By focusing on scalable acquisition and viral loops, this skill helps teams find unconventional growth levers while maintaining a high-quality user experience and statistical rigor in testing.

Key Features

ICE framework integration for prioritizing growth experiments
Structured A/B test design for landing pages and email campaigns
1 GitHub stars
Data-informed decision making based on qualitative and quantitative insights
Comprehensive funnel analysis to identify conversion bottlenecks
Development of viral loops and referral program strategies

Use Cases

Optimizing a startup's onboarding flow to increase user retention
Designing and implementing a referral system to lower customer acquisition costs
Launching a systematic A/B testing plan for high-traffic landing pages

About

Key Features

ICE framework integration for prioritizing growth experiments
Structured A/B test design for landing pages and email campaigns
1 GitHub stars
Data-informed decision making based on qualitative and quantitative insights
Comprehensive funnel analysis to identify conversion bottlenecks
Development of viral loops and referral program strategies

Use Cases

Optimizing a startup's onboarding flow to increase user retention
Designing and implementing a referral system to lower customer acquisition costs
Launching a systematic A/B testing plan for high-traffic landing pages