v0.3.0: Major NLP and Pattern Matching Improvements
🎉 Release v0.3.0: Major NLP and Pattern Matching Improvements
🎯 Highlights
- 94%+ Accuracy: Reconnected pattern matching system achieving near-perfect accuracy
- 314 Patterns: Comprehensive pattern coverage across all 15 tools
- <1ms Response: Ultra-fast keyword prefiltering for instant matches
- Multi-layer Pipeline: Intelligent routing with progressive fallback
✨ What's New
Enhanced Natural Language Processing
- Reconnected previously disconnected pattern matching system
- Added 314 semantically relevant patterns across all tools
- Implemented ultra-fast keyword prefiltering
- Multi-layer matching pipeline for optimal performance
Comprehensive Pattern Coverage
- vibe-task-manager: 33 patterns
- research-manager: 27 patterns
- map-codebase: 25 patterns
- fullstack-starter-kit-generator: 23 patterns
- rules-generator: 23 patterns
- task-list-generator: 22 patterns
- curate-context: 22 patterns
- user-stories-generator: 21 patterns
- prd-generator: 20 patterns
- All other tools: 15-19 patterns each
Performance Improvements
- Pattern matching: <5ms for 90% confidence matches
- Keyword matching: <1ms for 85% confidence matches
- Overall accuracy improved from ~20% to 94%+
- Reduced fallback usage by 75%
🔧 Technical Details
- Fully type-safe implementation with zero TypeScript errors
- All changes follow existing architectural patterns
- Respects centralized configuration and security systems
- Comprehensive test coverage for all improvements
📦 Installation
npm install -g vibe-coder-mcp@latest🚀 Quick Start
# Interactive REPL mode
vibe
# Process a natural language request
vibe "research best practices for React performance"
# Run setup wizard
vibe --setup📚 Documentation
Full documentation available at: https://github.com/freshtechbro/Vibe-Coder-MCP
🙏 Contributors
Thanks to all contributors who helped make this release possible!
Full Changelog: v0.2.8...v0.3.0