pattern-learning
Enables autonomous pattern recognition, storage, and retrieval at project level with self-learning capabilities for continuous improvement
Profile →npx skills add majiayu000/claude-skill-registry --skill pattern-learning-bejranonda-llm-autonomous-agent --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
## Overview This skill provides the framework for autonomous pattern learning and recognition at the project level. It enables Claude agents to: - Automatically detect and store successful task execution patterns - Build a knowledge base of project-specific approaches - Recommend skills and strategies based on historical success - Continuously improve through self-assessment and adaptation ## Pattern Recognition System ### Automatic Pattern Detection **Task Categorization**: Automatically classify tasks into categories: - `refactoring`: Code restructuring and improvement - `bug-fix`: Error resolution and debugging - `feature`: New functionality implementation - `optimization`: Performance improvements - `documentation`: Docs creation and updates - `testing`: Test suite development - `security`: Security analysis and fixes **Context Extraction**: Automatically extract context from: - Programming languages used (file extensions) - Frameworks detected (package.json, requirements.txt, etc.) - Project structure patterns (MVC, microservices, etc.) - Complexity indicators (file count, LOC, dependencies) ### Pattern Storage Structure **Directory Setup**: ``` .claude-patterns/ ├── patterns.
- Overview
- Pattern Recognition System
- Automatic Pattern Detection
- Pattern Storage Structure
- Skill Auto-Selection Algorithm
- Decision Process
- Selection Examples
- Pattern Storage Workflow
- Automatic Storage Process
- Storage Implementation
- Self-Assessment & Quality Metrics
- Quality Score Calculation
- Continuous Improvement
- Pattern Retrieval & Recommendation
What does the pattern-learning skill do?
Enables autonomous pattern recognition, storage, and retrieval at project level with self-learning capabilities for continuous improvement
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill pattern-learning-bejranonda-llm-autonomous-agent --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.