What is a growth loop in this context?

Unlike linear funnels that have diminishing returns, loops are closed systems where outputs (like a new user) feed back into inputs (like content or invites), creating compounding growth.

Can I use this for B2B SaaS?

Absolutely; it specifically emphasizes Product-Led Growth (PLG) where the product itself drives acquisition, activation, and monetization through self-serve workflows.

Does it support email deliverability?

Yes, it includes technical checklists for SPF, DKIM, and DMARC to ensure that lifecycle messaging and growth experiments reach the user's inbox.

How does this skill help with A/B testing?

It provides a structured intake system using RICE/ICE scoring and ensures every test has a clear hypothesis, success metrics, guardrail metrics, and defined kill criteria.

Is it compliant with modern privacy laws?

Yes, it focuses on first-party data, server-side signals, and incrementality testing to adapt to measurement constraints like reduced cross-site tracking.

Growth Strategy & Product-Led Growth

Name: Growth Strategy & Product-Led Growth
Author: ClementWalter

byClementWalter

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Marketing Automation

Accelerates product growth by implementing compounding loops, disciplined experimentation frameworks, and data-driven optimization strategies.

About

The Growth Strategy skill equips Claude with a sophisticated framework for modern growth hacking, moving beyond linear funnels to focus on compounding product loops and product-led growth (PLG). It provides structured guidance for designing GTM plans, conducting RICE-scored A/B tests, and optimizing activation or retention flows while adhering to strict privacy and deliverability standards. Whether you are building viral features, programmatic SEO strategies, or lifecycle messaging, this skill ensures growth initiatives are data-backed, ethical, and aligned with a singular North Star Metric.

Key Features

Structured RICE/ICE experimentation engine for A/B testing
2 GitHub stars
Product-led growth (PLG) frameworks for B2B and SaaS scaling
Ethical growth guardrails and privacy-first measurement strategies
Compounding growth loop design for Viral, UGC, and Paid channels
Programmatic SEO and high-deliverability lifecycle messaging playbooks

Use Cases

Optimizing user activation and onboarding flows to reduce time-to-value.
Building ethical, compounding viral loops that strengthen core product metrics.
Planning and scoring A/B tests for pricing, packaging, or referral features.

About

Key Features

Structured RICE/ICE experimentation engine for A/B testing
2 GitHub stars
Product-led growth (PLG) frameworks for B2B and SaaS scaling
Ethical growth guardrails and privacy-first measurement strategies
Compounding growth loop design for Viral, UGC, and Paid channels
Programmatic SEO and high-deliverability lifecycle messaging playbooks

Use Cases

Optimizing user activation and onboarding flows to reduce time-to-value.
Building ethical, compounding viral loops that strengthen core product metrics.
Planning and scoring A/B tests for pricing, packaging, or referral features.