contextual-pattern-learning

Contextual Pattern Learning Skill

Provides advanced pattern recognition capabilities that understand project context, compute semantic similarities, and identify transferable patterns across different codebases and domains.

Core Capabilities

Project Fingerprinting

Multi-dimensional Project Analysis:

• Technology Stack Detection: Languages, frameworks, libraries, build tools
• Architectural Patterns: MVC, microservices, monolith, serverless, etc.
• Code Structure Analysis: Module organization, dependency patterns, coupling metrics
• Team Patterns: Coding conventions, commit patterns, testing strategies
• Domain Classification: Business domain, problem space, user type

Fingerprint Generation:

project_fingerprint = {
    "technology_hash": sha256(sorted(languages + frameworks + libraries)),