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README.md

MetaGraph Core Features

This directory contains the complete feature specification for MetaGraph - the mathematical core that provides the foundation for TurtlGraph and other graph-based asset management systems.

Feature Overview

Feature ID Name Priority Dependencies
F.001 Core MetaGraph Data Model Critical F.010, F.011
F.002 Binary Bundle Format Critical F.001, F.007, F.011
F.003 Memory-Mapped I/O Operations Critical F.010, F.009, F.011
F.004 BLAKE3 Cryptographic Integrity High F.002, F.010, F.011
F.005 Graph Traversal Engine Critical F.001, F.008, F.011
F.006 Dependency Resolution Algorithm Critical F.001, F.005, F.011
F.007 Asset ID and Addressing Critical F.010, F.011
F.008 Thread-Safe Graph Access High F.001, F.010, F.011
F.009 Memory Pool Management High F.010, F.011
F.010 Platform Abstraction Foundation None
F.011 Error Handling and Validation Foundation None
F.012 Bundle Creation and Serialization High F.001, F.002, F.004, F.006, F.011
F.013 DPOI Matcher & QCA Evolution Loop Critical F.001, F.003, F.008, F.009, F.011

Implementation Roadmap

Phase 1: Foundation (Weeks 1-2)

  • F.010 - Platform Abstraction
  • F.011 - Error Handling and Validation

Phase 2: Core Data Structures (Weeks 3-4)

  • F.001 - Core MetaGraph Data Model
  • F.007 - Asset ID and Addressing
  • F.009 - Memory Pool Management

Phase 3: I/O and Serialization (Weeks 5-6)

  • F.002 - Binary Bundle Format
  • F.003 - Memory-Mapped I/O Operations
  • F.004 - BLAKE3 Cryptographic Integrity

Phase 4: Algorithms and Concurrency (Weeks 7-8)

  • F.005 - Graph Traversal Engine
  • F.008 - Thread-Safe Graph Access
  • F.006 - Dependency Resolution Algorithm

Phase 5: Builder and Integration (Week 9)

  • F.012 - Bundle Creation and Serialization

Phase 6: Forge Dynamics (Week 10+)

  • F.013 - DPOI Matcher & QCA Evolution Loop

Feature Dependencies

graph TD
    F010[F.010 Platform Abstraction] --> F001[F.001 MetaGraph Data Model]
    F010 --> F007[F.007 Asset ID & Addressing]
    F010 --> F009[F.009 Memory Pool Management]
    F010 --> F003[F.003 Memory-Mapped I/O]
    F010 --> F008[F.008 Thread-Safe Access]
    F010 --> F004[F.004 BLAKE3 Integrity]

    F011[F.011 Error Handling] --> F001
    F011 --> F002[F.002 Binary Bundle Format]
    F011 --> F003
    F011 --> F004
    F011 --> F005[F.005 Graph Traversal]
    F011 --> F006[F.006 Dependency Resolution]
    F011 --> F007
    F011 --> F008
    F011 --> F009
    F011 --> F012[F.012 Bundle Creation]

    F001 --> F002
    F001 --> F005
    F001 --> F006
    F001 --> F008
    F001 --> F012

    F007 --> F002
    F009 --> F003

    F002 --> F004
    F002 --> F012

    F005 --> F006
    F008 --> F005

    F004 --> F012
    F006 --> F012

    F001 --> F013[F.013 DPOI & QCA Loop]
    F003 --> F013
    F008 --> F013
    F009 --> F013
    F011 --> F013

    classDef foundation fill:#e1f5fe
    classDef critical fill:#fff3e0
    classDef high fill:#f3e5f5

    class F010,F011 foundation
    class F001,F002,F003,F005,F006,F007,F013 critical
    class F004,F008,F009,F012 high
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MetaGraph vs TurtlGraph Boundary

MetaGraph Responsibilities

  • Mathematical meta-graph data structures
  • Binary serialization and deserialization
  • Memory-mapped I/O operations
  • Cryptographic integrity verification
  • Core graph algorithms (traversal, dependency resolution)
  • Platform abstraction (basic file I/O, threading, memory)
  • Thread-safe concurrent access primitives
  • Error handling and validation

TurtlGraph Builds Upon MetaGraph

  • Streaming and prefetching systems
  • Platform-specific optimizations (DirectStorage, PS5, mobile)
  • CDN integration and delta patching
  • Hot reload and live updates
  • Asset transform pipelines
  • Neural optimization and ML features
  • Developer tools and IDE integrations
  • Build system integrations
  • Enterprise features and marketplace

Feature Document Template

Each feature document follows this structure:

  1. Feature Overview - Purpose and importance
  2. User Stories - "As a X, I want Y, so that Z" with formal IDs
  3. Acceptance Criteria - Specific, testable requirements
  4. API Design - C function signatures and data structures
  5. Implementation Notes - Technical considerations
  6. Test Plan - Validation strategy
  7. Dependencies - What this feature requires
  8. Mermaid Diagrams - Visual representations

Getting Started

Begin with the foundation features (F.010, F.011) and work through the dependency graph. Each feature document provides comprehensive specifications for implementation.