How does this skill learn from my code?

It uses session hooks like PreCompact and Stop to analyze your recent interactions and extract recurring patterns into local storage.

Where are the learned patterns stored?

All patterns are saved locally within your project's .claude/instincts/ directory for privacy and persistence.

Can I share my learned mobile patterns?

Yes, you can use the /instinct-export command to package your learned skills for sharing with teammates or across different projects.

What kind of patterns does it recognize?

It specifically targets UI component structures (Compose), architectural layers, error handling strategies, testing mocks, and build configurations.

Mobile Continuous Learning

Name: Mobile Continuous Learning
Author: ahmed3elshaer

byahmed3elshaer

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Mobile Development

Automates pattern extraction and skill generation from mobile development sessions to create personalized, reusable coding instincts.

About

The Mobile Continuous Learning skill enhances Claude Code by automatically analyzing your development workflows to identify and codify recurring patterns in Jetpack Compose, app architecture, and testing. By hooking into session transitions, it captures your specific implementation styles and saves them as 'instincts' in your local environment. This allows your AI assistant to evolve alongside your codebase, ensuring that future suggestions align perfectly with your established architectural decisions, error-handling strategies, and UI component structures.

Key Features

Local 'instinct' storage in the .claude directory
Manual commands for learning, exporting, and evolving skills
Jetpack Compose and state management pattern recognition
Automated pattern extraction from active coding sessions
Architectural decision clustering for consistent module organization
1 GitHub stars

Use Cases

Standardizing Jetpack Compose UI patterns across a large mobile project
Maintaining consistent error handling and API mapping strategies within a team
Training Claude to follow specific testing and mocking approaches unique to your app

About

Key Features

Local 'instinct' storage in the .claude directory
Manual commands for learning, exporting, and evolving skills
Jetpack Compose and state management pattern recognition
Automated pattern extraction from active coding sessions
Architectural decision clustering for consistent module organization
1 GitHub stars

Use Cases

Standardizing Jetpack Compose UI patterns across a large mobile project
Maintaining consistent error handling and API mapping strategies within a team
Training Claude to follow specific testing and mocking approaches unique to your app