Jothestargzr/DARWIN

0

stars

42

commits

TypeScript

primary language

Aug 18, 2026

updated

README

🌿 DARWIN OS: Sovereign Capability Engine

A 4D Spatiotemporal Knowledge Architecture & Standalone Agent Browser Engine


πŸ›οΈ Architecture Overview

DARWIN OS is a sovereign capability platform that integrates high-performance native C++ execution, 4D spatiotemporal graph persistence based on the Akan Ontological Schema, and an adapted standalone browser agent environment powered by BrowserOS.

                           β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
                           β”‚      macOS Native Meta-OCR Menu Bar Controller          β”‚
                           β”‚   [Status: Active | Mode: Full Desktop | Rate: 1m]      β”‚
                           β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                                                        β”‚
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”     β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”     β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚        C++ Sovereign Engine          β”‚     β”‚  Akan Metaphysical  β”‚     β”‚   DARWIN Standalone Browser Engine   β”‚
β”‚       (Core/CPP/darwin_router)       β”œβ”€β”€β”€β”€β–Ίβ”‚   Ontology Schema   │◄─────  (BrowserOS App UI + Server 9105)   β”‚
β”‚   Entropy Routing on Port 8000       β”‚     β”‚(Okra/Kyinna/Ahodin) β”‚     β”‚      Agent Tab Execution Layer       β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜     β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜     β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                                                        β”‚
                                             β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
                                             β”‚ TerminusDB 4D Graph β”‚
                                             β”‚(http://localhost:6363)β”‚
                                             β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

⚑ Key Systems & Features

1. 🌌 The Akan Ontological Schema

Data is represented according to the Akan metaphysical framework:

  • Okra (Intent Anchor): Root origin nodes representing planned goals, directives, and persistent targets.
  • Sunsum (Executive Spirit): Active executive dynamic measuring structural entropy and guiding transitions.
  • Kyinna (Physical Action): Execution event nodes recording terminal commands, CDP browser events, and keystrokes.
  • Nnyini (Growth & Capability): Cognitive friction and active skill acquisition tracking.
  • Ahodin (Verified Mastery): Proof-of-output nodes for completed builds and verified deliverables.

2. ⏳ 4D Spatiotemporal Knowledge Graph (TerminusDB)

  • Stores reality state transitions inside TerminusDB (http://localhost:6363).
  • Constructs 4D hypergraph objects: PhaseState (4D coordinates + metric energy tracking), CapabilityAnchor (intent hashes), and PropagationEdge (cause-and-effect vectors).

3. πŸš€ C++ Sovereign Intelligence Core (Core/CPP/)

  • darwin_router: C++ AI Router running on port 8000 performing low-latency structural entropy routing.
  • darwin_telemetry: C++ macOS telemetry daemon tracking native process execution and memory state.
  • darwin_mcp: Native C++ Model Context Protocol bridge.

4. 🌐 DARWIN Standalone Browser Engine (BrowserOS/)

  • Adapted from the open-source BrowserOS platform.
  • Provides a dedicated AI-agent browser interface with multi-tab isolation, CDP protocol hooks, and MCP integration (http://localhost:3001).

5. 🌿 Native macOS Meta-OCR Menu Bar Controller (Core/darwin_menubar.py)

  • Ambient top menu bar controller (🌿 DARWIN) with built-in OPSEC privacy gates (filtering 1Password, AWS keys, and system credentials).
  • Automatically categorizes cross-application activity (BrowserOS, Terminal, Xcode, Cursor) into the Akan Ontology.

πŸš€ Quick Start

Boot the Engine

To start all 5 core DARWIN services with a single command:

./boot_darwin.sh

This automatically initializes:

  1. TerminusDB Graph Database (port 6363)
  2. C++ Telemetry Daemon
  3. C++ AI Router (port 8000)
  4. macOS Meta-OCR Menu Bar Controller (🌿 DARWIN)
  5. DARWIN Standalone App Server & UI (http://localhost:3001)

πŸ“‚ Repository Layout

DARWIN/
β”œβ”€β”€ Core/
β”‚   β”œβ”€β”€ CPP/                     # C++ Sovereign Engine (darwin_router, darwin_telemetry, darwin_mcp)
β”‚   β”œβ”€β”€ darwin_menubar.py        # Native macOS Menu Bar Meta-OCR Controller
β”‚   β”œβ”€β”€ darwin_ocr_logger.py    # Screen OCR & Akan Ontology GLM-5.1 Classifier
β”‚   └── darwin_logger.py        # Terminal & Process Capability Logger
β”œβ”€β”€ BrowserOS/                   # Standalone Browser Engine & Agent Server
β”‚   β”œβ”€β”€ packages/browseros      # bos_build Chromium builder & patches
β”‚   └── packages/browseros-agent# Bun server (apps/server) & App UI (apps/app)
β”œβ”€β”€ aws_build/                   # Remote build and cloud deployment scripts
β”œβ”€β”€ DOCX_Documentation/          # System architecture specs and security assessments
β”œβ”€β”€ boot_darwin.sh               # Master engine startup script
└── README.md                    # Project documentation

πŸ› οΈ Building Releases

To build a standalone macOS installer bundle (DARWIN_OS_v1.0_macOS.dmg):

PYTHONPATH=BrowserOS/packages/browseros python3 -m bos_build build --preset release --skip download_resources,sign_macos,sparkle_sign,upload

Automated cloud builds are managed via GitHub Actions in .github/workflows/build-darwin-os.yml.


πŸ“œ License & Acknowledgments

Built with BrowserOS, TerminusDB, GLM-5.1, and the Akan Metaphysical Framework.

Contributors

Jothestargzr

42 commits

Jothestargzr/DARWIN

0

stars

42

commits

TypeScript

primary language

Aug 18, 2026

updated

README

🌿 DARWIN OS: Sovereign Capability Engine

A 4D Spatiotemporal Knowledge Architecture & Standalone Agent Browser Engine


πŸ›οΈ Architecture Overview

DARWIN OS is a sovereign capability platform that integrates high-performance native C++ execution, 4D spatiotemporal graph persistence based on the Akan Ontological Schema, and an adapted standalone browser agent environment powered by BrowserOS.

                           β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
                           β”‚      macOS Native Meta-OCR Menu Bar Controller          β”‚
                           β”‚   [Status: Active | Mode: Full Desktop | Rate: 1m]      β”‚
                           β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                                                        β”‚
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”     β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”     β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚        C++ Sovereign Engine          β”‚     β”‚  Akan Metaphysical  β”‚     β”‚   DARWIN Standalone Browser Engine   β”‚
β”‚       (Core/CPP/darwin_router)       β”œβ”€β”€β”€β”€β–Ίβ”‚   Ontology Schema   │◄─────  (BrowserOS App UI + Server 9105)   β”‚
β”‚   Entropy Routing on Port 8000       β”‚     β”‚(Okra/Kyinna/Ahodin) β”‚     β”‚      Agent Tab Execution Layer       β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜     β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜     β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                                                        β”‚
                                             β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
                                             β”‚ TerminusDB 4D Graph β”‚
                                             β”‚(http://localhost:6363)β”‚
                                             β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

⚑ Key Systems & Features

1. 🌌 The Akan Ontological Schema

Data is represented according to the Akan metaphysical framework:

  • Okra (Intent Anchor): Root origin nodes representing planned goals, directives, and persistent targets.
  • Sunsum (Executive Spirit): Active executive dynamic measuring structural entropy and guiding transitions.
  • Kyinna (Physical Action): Execution event nodes recording terminal commands, CDP browser events, and keystrokes.
  • Nnyini (Growth & Capability): Cognitive friction and active skill acquisition tracking.
  • Ahodin (Verified Mastery): Proof-of-output nodes for completed builds and verified deliverables.

2. ⏳ 4D Spatiotemporal Knowledge Graph (TerminusDB)

  • Stores reality state transitions inside TerminusDB (http://localhost:6363).
  • Constructs 4D hypergraph objects: PhaseState (4D coordinates + metric energy tracking), CapabilityAnchor (intent hashes), and PropagationEdge (cause-and-effect vectors).

3. πŸš€ C++ Sovereign Intelligence Core (Core/CPP/)

  • darwin_router: C++ AI Router running on port 8000 performing low-latency structural entropy routing.
  • darwin_telemetry: C++ macOS telemetry daemon tracking native process execution and memory state.
  • darwin_mcp: Native C++ Model Context Protocol bridge.

4. 🌐 DARWIN Standalone Browser Engine (BrowserOS/)

  • Adapted from the open-source BrowserOS platform.
  • Provides a dedicated AI-agent browser interface with multi-tab isolation, CDP protocol hooks, and MCP integration (http://localhost:3001).

5. 🌿 Native macOS Meta-OCR Menu Bar Controller (Core/darwin_menubar.py)

  • Ambient top menu bar controller (🌿 DARWIN) with built-in OPSEC privacy gates (filtering 1Password, AWS keys, and system credentials).
  • Automatically categorizes cross-application activity (BrowserOS, Terminal, Xcode, Cursor) into the Akan Ontology.

πŸš€ Quick Start

Boot the Engine

To start all 5 core DARWIN services with a single command:

./boot_darwin.sh

This automatically initializes:

  1. TerminusDB Graph Database (port 6363)
  2. C++ Telemetry Daemon
  3. C++ AI Router (port 8000)
  4. macOS Meta-OCR Menu Bar Controller (🌿 DARWIN)
  5. DARWIN Standalone App Server & UI (http://localhost:3001)

πŸ“‚ Repository Layout

DARWIN/
β”œβ”€β”€ Core/
β”‚   β”œβ”€β”€ CPP/                     # C++ Sovereign Engine (darwin_router, darwin_telemetry, darwin_mcp)
β”‚   β”œβ”€β”€ darwin_menubar.py        # Native macOS Menu Bar Meta-OCR Controller
β”‚   β”œβ”€β”€ darwin_ocr_logger.py    # Screen OCR & Akan Ontology GLM-5.1 Classifier
β”‚   └── darwin_logger.py        # Terminal & Process Capability Logger
β”œβ”€β”€ BrowserOS/                   # Standalone Browser Engine & Agent Server
β”‚   β”œβ”€β”€ packages/browseros      # bos_build Chromium builder & patches
β”‚   └── packages/browseros-agent# Bun server (apps/server) & App UI (apps/app)
β”œβ”€β”€ aws_build/                   # Remote build and cloud deployment scripts
β”œβ”€β”€ DOCX_Documentation/          # System architecture specs and security assessments
β”œβ”€β”€ boot_darwin.sh               # Master engine startup script
└── README.md                    # Project documentation

πŸ› οΈ Building Releases

To build a standalone macOS installer bundle (DARWIN_OS_v1.0_macOS.dmg):

PYTHONPATH=BrowserOS/packages/browseros python3 -m bos_build build --preset release --skip download_resources,sign_macos,sparkle_sign,upload

Automated cloud builds are managed via GitHub Actions in .github/workflows/build-darwin-os.yml.


πŸ“œ License & Acknowledgments

Built with BrowserOS, TerminusDB, GLM-5.1, and the Akan Metaphysical Framework.

Contributors

Jothestargzr

42 commits

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