Coffee Vault 5.0

The complete coffee intelligence platform with supply chain transparency, advanced ML, and comprehensive tracking.

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New User? Start Here

👉 START-HERE.md - 5-minute quick start guide
🆕 Documentation/MIGRATION-GUIDE-5.0.md - Upgrading from 4.0

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What is Coffee Vault?

An intelligent coffee platform that combines:

• Comprehensive Tracking - 17 entity types covering every aspect of coffee
• Supply Chain Transparency - Track from producer to cup
• Advanced Machine Learning - 6 ML models for predictions and optimization
• Enhanced Analytics - 13 dashboards including real-time brewing assistance
• Graph Relationships - Interconnected data with relationship tracking
• Goal Management - Personal development and achievement tracking
• Automation - 28+ scripts for intelligent workflows
• Rich Visualizations - 23+ interactive tools including 3D flavor space
• Education - 150+ scientific references and guides

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System Status

Version: 5.0.0 Release: October 28, 2025 Status: Production Ready

Components:

• 13 Analytics Dashboards (ML-powered, real-time)
• 23 Interactive Visualizations (HTML5/Canvas/WebGL)
• 28 Automation Scripts (JavaScript with ML)
• 13 Templates (Intelligent, context-aware)
• 17 Entity Types (11 original + 6 new)
• 500+ Properties across all entity types
• 150+ Scientific References
• Complete Documentation Suite
• Graph Relationship System
• 6-Level Hierarchical Tagging

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Quick Links

For End Users:

• START-HERE.md - Quick start guide
• Configuration/User-Configuration-Guide.md - Detailed setup

For Developers/AI Assistants:

• Documentation/VAULT-ARCHITECTURE-REFERENCE.md - Technical deep-dive
• Configuration/Property-Schema.md - Data structure
• Configuration/Template-Framework-Standards.md - Development standards

Complete Documentation:

• Documentation/COFFEE-VAULT-4.0-COMPLETE-DELIVERY.md - Full feature list and delivery report

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System Requirements

Required:

• Obsidian 1.4.0+
• Datacore plugin
• Templater plugin

Optional:

• Node.js 16+ (for automation scripts)
• Modern web browser (for visualizations)
• Calendar plugin
• Tasks plugin

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First Steps

1. Install Datacore + Templater plugins
2. Create your first coffee log using Templates/Coffee-Log-v3.md
3. After 5 logs, explore Analytics/Analytics-Analysis-Layout/1-Monthly-Analytics-Dashboard.md
4. Try visualizations in Visualizations/ folder
5. Read documentation as needed
6. Review manual operations in Configuration/Manual-Operations-Guide.md (run node Scripts/manual-review-checklist.js after major updates)

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Folder Structure

Coffee Vault 5.0/
├── Coffee Logs/          # Your brew records
├── Beans Library/        # Bean variety profiles
├── Producers/            # NEW 5.0 - Producer/farm profiles
├── Cupping Sessions/     # NEW 5.0 - Formal cupping sessions
├── Recipes/              # NEW 5.0 - Reusable brewing recipes
├── Equipment Models/     # NEW 5.0 - Equipment database
├── Coffee Events/        # NEW 5.0 - Coffee experiences
├── Coffee Goals/         # NEW 5.0 - Personal development
├── Templates/            # 13 intelligent templates
├── Analytics/            # 13 ML dashboards
├── Visualizations/       # 23+ interactive tools
├── Scripts/              # 28 automation utilities
├── Configuration/        # System setup & schemas
├── Documentation/        # Complete guides
├── Scientific References/# Coffee science library
├── Brewing Guides/       # Method-specific guides
├── Origins/              # Geographic profiles
├── Roasters/             # Roaster profiles
└── Reviews & Articles/   # Research organization

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Features by Skill Level

Beginner (1-20 logs):

• Basic statistics and tracking
• Consistency analysis
• Simple visualizations
• Flavor compass, grind calculator

Intermediate (20-50 logs):

• Correlation analysis
• Trend detection
• Method optimization
• Cost-performance tracking

Advanced (50+ logs):

• ML quality predictions
• K-Means clustering
• Anomaly detection
• Full automation suite

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Technology Stack

• Platform: Obsidian.md (local-first knowledge management)
• Query Engine: Datacore plugin
• Templates: Templater plugin
• Automation: JavaScript (Node.js, CommonJS)
• Visualizations: HTML5 Canvas, vanilla JavaScript
• ML Algorithms: KNN, K-Means, Decision Trees (pure JS)
• Statistics: 25+ functions (correlation, regression, outliers)

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Support

Documentation: See START-HERE.md and linked guides

Troubleshooting:

• Templates not working? Install Templater, set folder to "Templates"
• Queries empty? Install Datacore, create test log with type: coffee-log
• Need help? See Configuration/User-Configuration-Guide.md

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What's New in 5.0

New Entity Types (6):

• Producer/Farm Profiles - Supply chain transparency
• Cupping Sessions - Formal cupping tracking
• Recipe Profiles - Reusable brewing recipes
• Equipment Models - Equipment research database
• Coffee Events - Experience tracking
• Coffee Goals - Personal development

Enhanced Features:

• Graph relationship system - Interconnected data
• 6-level hierarchical tagging - Better organization
• 470+ new properties - Richer data capture
• 5 new analytics dashboards - Deeper insights
• 6 new ML models - Smarter predictions
• Context-aware templates - Intelligent logging
• Supply chain tracking - Full transparency
• Real-time brewing assistance - Live guidance

Backward Compatible: All 4.0 features work unchanged

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License

MIT License - Free and open source

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Credits

Built on Obsidian.md with Datacore and Templater plugins. Inspired by the specialty coffee community and coffee science research.

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Version: 4.0.0 | Updated: 2025-10-26 | Status: Production Ready

Start brewing intelligently today → START-HERE.md