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pattern-recognition

Official

Learn from success, build faster with proven patterns.

Software Engineering#automation#AI agent#learning#patterns#efficiency#knowledge#adaptive
AuthorVAMFI
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill transforms every successful implementation into reusable knowledge, preventing repetitive work and accelerating future development. It proactively suggests proven patterns, ensuring consistency and efficiency across projects.

Core Features & Use Cases

  • Adaptive Pattern Suggestion: Before starting a task, Claude suggests high-confidence patterns based on past successful implementations, tailored to your current context.
  • Automated Knowledge Capture: After a successful implementation, the Skill analyzes the work, identifies reusable patterns, and documents them in your knowledge-core.md.
  • Bayesian Confidence Scoring: Patterns are ranked by success rate, recency, and evidence, ensuring only the most reliable and relevant patterns are suggested.
  • Use Case: When you ask Claude to "Add payment processing with Stripe," this Skill might suggest a "Stripe Checkout Integration" pattern, complete with code examples and best practices learned from previous projects, making the implementation 30-40% faster.

Quick Start

The system automatically suggests patterns based on context

/workflow Add payment processing with Stripe

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: pattern-recognition
Download link: https://github.com/VAMFI/claude-user-memory/archive/main.zip#pattern-recognition

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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