growth-engineering

Implement Firebase Analytics funnels, onboarding tracking, and retention loops for mobile apps.

Updated Apr 13, 2026
One-click install
npx skills add https://github.com/fosejary/simple-todo --skill growth-engineering-fosejary
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: growth-engineering
Source: https://github.com/fosejary/simple-todo/tree/main/.claude/skills/growth-engineering
Command: npx skills add https://github.com/fosejary/simple-todo --skill growth-engineering-fosejary

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It prevents mobile product teams from guessing by providing a repeatable way to instrument analytics, define funnels, improve onboarding conversion, and retain users with measurable engagement loops.

Core Features & Use Cases

  • Firebase Analytics event tracking: Implement core event taxonomy (auth, feature usage, conversion, retention) and avoid event spam while enabling data-driven decisions.
  • Core funnel definition: Measure drop-offs across install → signup → onboarding complete → first key feature use → repeat usage → purchase.
  • Onboarding optimization: Design a short onboarding flow, persist completion state, and track onboarding completion rate.
  • Retention mechanics: Add local reminder notifications and goal/behavior loops such as streaks and daily goals to increase return behavior.
  • A/B test infrastructure: Use Remote Config feature flags to run controlled experiments on onboarding and monetization.
  • Referral and sharing: Enable share-based acquisition with deep-link tracking and referral persistence.

Quick Start

Ask an AI assistant to generate a growth instrumentation plan for your app that maps funnel events, onboarding steps, retention triggers, and A/B test variants to concrete Firebase/Remote Config implementation steps.

Frequently Asked Questions about growth-engineering

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I track onboarding drop-off using Firebase Analytics?▼

To reduce onboarding drop-off, implement a short onboarding flow, persist completion state locally, and track completion rates using Firebase Analytics events mapped to each specific onboarding step.

What is the best way to run A/B tests on mobile app onboarding flows?▼

Using Firebase Remote Config feature flags is the best way to run controlled A/B testing experiments on mobile onboarding variations, allowing you to measure conversion impacts dynamically without app store updates.

How do I set up retention loops with local reminders and streaks?▼

You set up retention loops by implementing local reminder notifications and behavior mechanics like daily streaks or goals, measuring the resulting repeat usage behavior through Firebase Analytics retention events.

Can I track deep-link attribution and referrals with Firebase?▼

Yes, you can enable share-based acquisition by implementing deep-link tracking and referral persistence, capturing the install attribution source within your Firebase Analytics event taxonomy.

How do I avoid Firebase Analytics event spam when instrumenting mobile growth?▼

To avoid Firebase Analytics event spam, implement a structured event taxonomy aligned strictly to the install-to-purchase funnel rather than tracking every interaction, applying privacy-safe consent gating to control data collection.