Continuous Learning
- 22 installs
- 60 repo stars
- Updated June 14, 2026
- ahmed3elshaer/everything-claude-code-mobile
continuous-learning is a Claude Code skill that extracts patterns from mobile development sessions and generates reusable skills automatically via hooks.
About
continuous-learning is a Claude Code skill that extracts recurring patterns from mobile development sessions and turns them into reusable skills. It saves patterns such as Compose structures, architecture decisions, and error handling into a .claude/instincts store, then clusters related patterns into skills. It runs automatically through PreCompact and Stop hooks and exposes commands like /learn, /instinct-status, and /evolve.
- Extracts reusable patterns from mobile dev sessions into skills
- Stores patterns in .claude/instincts and clusters them into skills
- Runs automatically via PreCompact and Stop hooks with /learn commands
Continuous Learning by the numbers
- 22 all-time installs (skills.sh)
- Ranked #448 of 782 Skill Development skills by installs in the Skillselion catalog
- Data as of Aug 4, 2026 (Skillselion catalog sync)
continuous-learning capabilities & compatibility
- Capabilities
- pattern extraction · skill generation · meta learning
- Use cases
- memory · orchestration
- Pricing
- Free
What continuous-learning says it does
Pattern extraction and skill generation for mobile development sessions. Automatically learns from your coding patterns.
The more you code, the smarter your agent becomes.
npx skills add https://github.com/ahmed3elshaer/everything-claude-code-mobile --skill continuous-learningAdd your badge
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| Installs | 22 |
|---|---|
| repo stars | ★ 60 |
| Last updated | June 14, 2026 |
| Repository | ahmed3elshaer/everything-claude-code-mobile ↗ |
What it does
Automatically capture patterns from coding sessions and evolve them into reusable Claude Code skills over time.
Who is it for?
Automatically turning recurring coding patterns from sessions into reusable Claude Code skills.
Skip if: One-off code generation or non-Claude-Code agents; it relies on Claude Code session hooks and the instincts store.
When should I use this skill?
You want to extract patterns from sessions, view learned instincts, or cluster them into skills.
What you get
A growing library of learned instincts that cluster into reusable Claude Code skills.
- Extracted session patterns
- Generated or evolved skills
Files
Continuous Learning for Mobile
Extract patterns from your mobile development sessions to create reusable skills.
How It Works
1. Session Hooks - Post-session analysis extracts patterns 2. Pattern Storage - Patterns saved to .claude/instincts/ 3. Skill Evolution - Related patterns cluster into skills
Pattern Types
- Compose patterns - UI component structures, state management
- Architecture decisions - Module organization, layer patterns
- Error handling - API error mapping, fallback strategies
- Testing patterns - Test structure, mocking approaches
- Build patterns - Dependency management, configuration
Commands
/learn # Extract patterns now
/instinct-status # View learned patterns
/instinct-export # Export for sharing
/evolve # Cluster into skillsIntegration
Runs automatically via hooks:
PreCompact- Saves session contextStop- Extracts patterns from session
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Remember: The more you code, the smarter your agent becomes.
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How does continuous-learning run?
Automatically via PreCompact and Stop hooks, plus commands like /learn and /evolve.
Where are learned patterns stored?
In the .claude/instincts directory, then clustered into skills.