Design growth experiments with ICE scoring and success criteria.
npx skills add https://github.com/citedy/adclaw --skill growth-hacker-citedy
Please help me install this Agent Skill. Skill: growth-hacker Source: https://github.com/citedy/adclaw/tree/main/src/adclaw/agents/skills/growth-hacker Command: npx skills add https://github.com/citedy/adclaw --skill growth-hacker-citedy
accelerate growth by systematically running experiments to identify scalable, repeatable acquisition and retention tactics, reducing guesswork and wasted marketing spend.
Design and run a growth experiment to improve activation rate and retention in the onboarding funnel.
High-intent search queries and answers about installing and using this skill.
Growth experiments accelerate user activation and retention by applying a structured framework to design, test, and iterate onboarding funnels. You use ICE scoring to prioritize high-impact hypotheses and define clear success criteria to measure outcomes.
The pirate metrics AARRR funnel tracks acquisition, activation, retention, revenue, and referrals to identify scalable channels. Viral loop design uses this framework to measure virality and systematically scale repeatable growth tactics across your product.
ICE scoring prioritizes growth experiments by evaluating impact, confidence, and ease. Aligning experiments with your North Star metric ensures you select high-impact tests that drive measurable optimization across the funnel rather than isolated vanity metrics.
You can run an A/B test to optimize onboarding and increase activation rate by defining a clear hypothesis, setting a required sample size, and establishing success criteria. This structured testing approach validates tactics within a targeted timeframe.
This growth experimentation framework applies to digital products by guiding channel selection across onboarding, activation, retention, revenue, and referrals. It provides experiment templates and guardrails to systematically test and scale channels.
Growth experiments fail when they lack clear hypotheses, adequate sample sizes, or North Star alignment. Using experiment templates, guardrails, and defined success criteria ensures tests are structured to produce measurable optimization outcomes.
bwerneckmAnalyze and visualize AARRR funnel metrics for SaaS and B2B platforms.
Imd11Design ICE-scored growth experiments and viral loop playbooks.
dinoudonDesign and optimize conversion funnels with AIDA, Pirate Metrics, and A/B testing.
jc180105Design and execute data-driven growth experiments for user acquisition and retention.
