Can I manually teach the skill specific patterns?

Yes, you can use the /instinct-observe command followed by a description of the pattern to manually add it to the learning engine's database.

Which mobile frameworks does it support?

It is optimized for modern mobile development, including Jetpack Compose, Koin, StateFlow, MVI/MVVM architectures, and common navigation patterns.

How does Mobile Instinct v2 learn my coding style?

It uses session hooks to analyze your code changes, the problem context, and your solution approach at the end of every session, building a pattern library over time.

What is the difference between V1 and V2?

V1 focuses on immediate code write triggers and single files, while V2 focuses on cross-file architectural patterns and long-term observational learning across many sessions.

Mobile Instinct v2

Name: Mobile Instinct v2
Author: ahmed3elshaer

byahmed3elshaer

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Mobile Development

Extracts and applies recurring architectural patterns from mobile development sessions to enhance code consistency through observational learning.

Mobile Instinct v2 is an advanced observational learning engine for Claude Code designed specifically for mobile developers. Unlike simple snippet tools, it analyzes your development workflow across multiple sessions using sliding windows to identify recurring architectural decisions, problem-solving approaches, and code organization patterns. By detecting usage of frameworks like Koin for dependency injection or MVI for state management, it evolves from an experimental observer to a best-practice advisor, ensuring that your mobile applications maintain a high standard of structural integrity and pattern consistency over time.

주요 기능

01Post-session hooks for deep analysis of code changes and context

0227 GitHub stars

03Automated detection of MVI, MVVM, Koin DI, and Compose patterns

04Cross-session observational learning for architectural pattern extraction

05Manual observation commands to explicitly teach domain-specific logic

06Sliding window confidence tracking from experimental to best practice

사용 사례

01Automating the identification of reusable UI components and state-management strategies

02Maintaining architectural consistency across complex Android or iOS feature modules

03Onboarding Claude to custom internal libraries and specific mobile design patterns

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ahmed3elshaer/everything-claude-code-mobile mobile-instinct-v2

For use in Claude.ai and ChatGPT

Download Skill