continuous-learning

Extract reusable patterns from mobile development sessions into .claude/instincts/.

61|17|Updated Feb 2, 2026
One-click install
npx skills add https://github.com/ahmed3elshaer/everything-claude-code-mobile --skill continuous-learning-ahmed3elshaer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: continuous-learning
Source: https://github.com/ahmed3elshaer/everything-claude-code-mobile/tree/main/skills/continuous-learning
Command: npx skills add https://github.com/ahmed3elshaer/everything-claude-code-mobile --skill continuous-learning-ahmed3elshaer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Pattern extraction from mobile development sessions is manual and error-prone. This Skill automates discovering reusable patterns to accelerate future work and improve consistency.

Core Features & Use Cases

  • Session Hooks: Post-session analysis extracts patterns that reflect coding approaches, architectures, and common problems.
  • Pattern Storage: Patterns are stored to .claude/instincts/ for persistence and reuse.
  • Skill Evolution: Related patterns cluster into evolving skills that you can apply across projects.
  • Use Case: While coding an Android app, the Skill learns layout patterns and testing strategies to inform new modules.

Quick Start

Use the /learn command to extract patterns from your latest mobile development session. Then use /instinct-status to view learned patterns, and /evolve to cluster into skills.

Frequently Asked Questions about continuous-learning

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

FAQPage Schema
How do I automatically extract reusable patterns from mobile development sessions?

Pattern extraction analyzes your coding sessions across Android, iOS, and Kotlin Multiplatform to identify reusable patterns. Use the /learn command after development work to automatically discover layout patterns, testing strategies, and architectural approaches, storing them in .claude/instincts/ for future reuse.

Can I use pattern extraction across Android, iOS, and Kotlin Multiplatform projects?

Yes, pattern extraction works across Android, iOS, and Kotlin Multiplatform. The skill analyzes sessions from all three platforms and builds a unified pattern library, enabling you to apply consistent coding approaches and solutions learned from one platform to another.

What happens after patterns are extracted from mobile coding sessions?

Extracted patterns are stored in .claude/instincts/ and automatically clustered into related skills through the /evolve command. Related patterns group together to form evolving skills you can apply across future projects, accelerating development and improving consistency.

How do I view and manage patterns learned from my development work?

Use the /instinct-status command to view all learned patterns stored in your .claude/instincts/ directory. This shows extracted coding approaches and solutions from previous sessions, helping you track pattern evolution and reuse opportunities across projects.

Does pattern extraction work for both layout design and testing strategies in mobile apps?

Yes, pattern extraction captures both design and testing patterns. It learns layout patterns alongside testing strategies and architectural approaches from your sessions, creating a comprehensive library applicable to new modules and features.