What problem does it solve?
This Skill provides the tools and patterns to implement robust experimentation, feature flagging, and product-led growth strategies, enabling data-driven decision-making and accelerated user acquisition.
Core Features & Use Cases
- Feature Flagging: Implement and manage feature flags using systems like LaunchDarkly or PostHog for phased rollouts and A/B testing.
- A/B Testing Infrastructure: Design, execute, and analyze A/B tests with clear guidelines on experiment design and statistical significance.
- Product-Led Growth (PLG) Patterns: Apply proven strategies for user activation, viral loops, and conversion optimization.
- Use Case: You need to roll out a new onboarding flow to 10% of users to test its effectiveness before a full launch, while simultaneously running an A/B test on the pricing page to see which variant converts better.
Quick Start
Use the growth-engineering skill to set up a new A/B test for the homepage with two variants, 'control' and 'new_hero', targeting 50% of users and tracking sign-ups as the primary metric.