A vibe coding boilerplate that ships
AI Mobile Launcher is an AI-native React Native boilerplate built for vibe coding. Unlike a plain boilerplate, it includes explicit rules, strict TypeScript, and mobile-expert patterns that tell Cursor and Claude exactly how your app is built, so they write clean, shippable code instead of guessing. Built on 9 years of mobile engineering and AI tooling experience.
Built by Malik Chohra, AI-First Mobile Engineer with 9 years of React Native and AI tooling experience.
Why vibe coding breaks in a blank React Native project
Cursor and Claude are powerful, but they need to know how your app is built to write reliable mobile code. Without that, three things go wrong every time:
The AI doesn't know how your app is built
In a blank project, Cursor guesses at navigation patterns, state management, and file structure. On mobile, those guesses are almost always wrong.
It guesses at native modules
Native modules (camera, biometrics, push notifications) have platform-specific setup. Without rules, the AI writes code that compiles but crashes at runtime.
Navigation memory leaks
React Navigation has specific patterns for screen mounting and cleanup. Without context, the AI writes screens that leak memory as you move between them.
What makes this codebase Cursor-ready?
The AI context that comes built into AI Mobile Launcher:
- .cursorrules + CLAUDE.md. Explicit instruction files read by Cursor, Claude Code, and GitHub Copilot. Architecture rules, naming conventions, and mobile-specific constraints are all defined here.
- Strict TypeScript, no implicit any. Strict typing removes the guesswork. The AI infers types, respects interfaces, and writes code that fits the existing layer instead of guessing at it.
- Feature-first folder structure. Each feature is self-contained. The AI knows where to add files, which layers to touch, and which patterns to follow. Consistent across every feature.
- U-AMOS 2.0 memory system. A 9-file memory system (architecture, design, state, navigation, security, testing, offline, i18n, gamification) that the AI reads as persistent context to stay consistent.
- Mobile-expert native patterns. Navigation lifecycle, platform-specific code splitting, performance limits: all written as rules so the AI writes real mobile code, not web code running on a phone.
Blank project vs. AI Mobile Launcher
| Scenario | Blank project | AI Mobile Launcher |
|---|---|---|
| Cursor adds a new screen | Guesses structure, breaks navigation | Follows established pattern exactly |
| Claude adds a Redux slice | Invents naming conventions | Matches existing slice architecture |
| AI wires a native module | Compiles but crashes on device | Follows documented platform patterns |
| AI generates a paywall | Reimplements RevenueCat from scratch | Extends the pre-wired hook |
Get access to the vibe coding codebase
We're in Beta. Submit your details and we'll grant GitHub repository access within 24 to 48 hours.
Request Beta Access
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Frequently asked questions: vibe coding React Native
What is vibe coding and why does it break in a blank React Native project?
Vibe coding is describing a feature to Cursor or Claude and having the AI write it. In a blank project, the AI doesn't know how your app is built. It guesses at navigation patterns, state management, and native modules, and on mobile those guesses are usually wrong. The result: broken code you spend hours fixing. AI Mobile Launcher gives the AI the context that keeps vibe coding from breaking.
What is a vibe coding boilerplate?
A vibe coding boilerplate is a codebase built for AI to write in, not just for humans to read. It has explicit rules for the AI, strict typing that removes the guesswork, and consistent patterns the AI can extend without breaking the rest. Most React Native boilerplates are written for developers. A vibe coding boilerplate is also written for Cursor and Claude.
How is this different from Ignite or create-expo-app?
Ignite and create-expo-app are good starting points built for human developers. AI Mobile Launcher is built for AI-assisted development: it includes .cursorrules, a memory system (U-AMOS 2.0), and mobile-expert rules that tell Cursor and Claude exactly how your app is built, so they write clean, shippable code instead of guessing.
Does the vibe coding codebase work with Claude Code?
Yes. The codebase includes a CLAUDE.md file that Claude Code reads as context. It defines the same rules as the .cursorrules file, so whether you vibe code in Cursor or Claude Code, the AI writes code that matches the rest of the app.
Can a founder with no mobile expertise use this to vibe code an MVP?
Yes, and this is one of the main use cases. The hard architecture decisions are already made by a developer with 9 years of mobile engineering and AI tooling experience, so you don't need to understand React Navigation internals or native module setup. You describe what you want, the AI writes it within the established patterns, and you get a real MVP you can ship instead of a prototype that breaks at scale.
How do I get access?
We're in Beta. Submit your name, email, and GitHub username using the form on this page. We review requests and grant GitHub repository access within 24 to 48 hours.