Unified Deep Tree Echo Cognitive Ecosystem
A comprehensive platform combining Delta Chat secure messaging with advanced cognitive AI architecture, featuring the revolutionary Dove9 "Everything is a Chatbot" operating system paradigm.
┌─────────────────────────────────────────────────────────────────────────────┐
│ DELTECHO ECOSYSTEM │
├─────────────────────────────────────────────────────────────────────────────┤
│ │
│ ┌─────────────────────────────────────────────────────────────────────┐ │
│ │ UNIFIED COGNITIVE LAYER │ │
│ │ │ │
│ │ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ │ │
│ │ │ @deltecho/ │ │ @deltecho/ │ │ @deltecho/ │ │ │
│ │ │ cognitive │ │ reasoning │ │ shared │ │ │
│ │ │ │ │ (AGI Kernel) │ │ │ │ │
│ │ └──────┬───────┘ └──────┬───────┘ └──────────────┘ │ │
│ │ │ │ │ │
│ │ ┌──────┴───────┐ ┌──────┴───────┐ │ │
│ │ │deep-tree- │ │ dove9 │ │ │
│ │ │ echo-core │ │(Triadic Loop)│ │ │
│ │ └──────────────┘ └──────────────┘ │ │
│ └─────────────────────────────────────────────────────────────────────┘ │
│ │ │
│ ┌───────────────────────────────┼───────────────────────────────────┐ │
│ │ ORCHESTRATION LAYER │ │
│ │ │ │ │
│ │ ┌────────────────────────────┴─────────────────────────────────┐ │ │
│ │ │ deep-tree-echo-orchestrator │ │ │
│ │ │ ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐ │ │ │
│ │ │ │DeltaChat │ │ Dovecot │ │ IPC │ │ Webhooks │ │ │ │
│ │ │ │Interface │ │Interface │ │ Server │ │ Server │ │ │ │
│ │ │ └──────────┘ └──────────┘ └──────────┘ └──────────┘ │ │ │
│ │ └──────────────────────────────────────────────────────────────┘ │ │
│ └───────────────────────────────────────────────────────────────────┘ │
│ │ │
│ ┌───────────────────────────────┼───────────────────────────────────┐ │
│ │ APPLICATION LAYER │ │
│ │ │ │ │
│ │ ┌────────────────────────────┴─────────────────────────────────┐ │ │
│ │ │ Desktop Applications │ │ │
│ │ │ ┌──────────────────┐ ┌──────────────────────────────────┐ │ │ │
│ │ │ │ delta-echo-desk │ │ deltecho2 │ │ │ │
│ │ │ │ (with AI Hub) │ │ (with Inferno Kernel) │ │ │ │
│ │ │ └──────────────────┘ └──────────────────────────────────┘ │ │ │
│ │ └──────────────────────────────────────────────────────────────┘ │ │
│ └───────────────────────────────────────────────────────────────────┘ │
│ │
│ ┌───────────────────────────────────────────────────────────────────┐ │
│ │ INFRASTRUCTURE LAYER │ │
│ │ ┌──────────────────────────────────────────────────────────────┐ │ │
│ │ │ dovecot-core │ │ │
│ │ │ (Mail Server - IMAP/SMTP) │ │ │
│ │ └──────────────────────────────────────────────────────────────┘ │ │
│ └───────────────────────────────────────────────────────────────────┘ │
│ │
└─────────────────────────────────────────────────────────────────────────────┘
The deltecho cognitive system is built on a rigorous operadic composition that formalizes the Sys6 Triality architecture:
Sys6 := σ ∘ (φ ∘ μ ∘ (Δ₂ ⊗ Δ₃ ⊗ id_P))
Key Components:
- Δ₂: Prime-power delegation (2³ → 8-way cubic concurrency)
- Δ₃: Prime-power delegation (3² → 9-phase triadic convolution)
- μ: LCM synchronizer (LCM(2,3,5) = 30-step global clock)
- φ: Double-step delay fold (2×3 → 4 compression)
- σ: Stage scheduler (5 stages × 6 steps)
Architecture Mappings:
- Neural: C₈ as Mixture-of-Experts, K₉ as phase-conditioned kernels
- Hardware: 8-lane SIMD + 3-core rotation + 5-stage pipeline (~16 cores optimal)
- Scheduling: 42 synchronization events per 30-step cycle
See packages/sys6-triality/src/operadic/ for complete implementation.
| Package | Description | Status |
|---|---|---|
deep-tree-echo-core |
Core cognitive modules: LLM services, memory (RAG + hyperdimensional), personality | ✅ Building |
dove9 |
Dove9 OS - Triadic cognitive loop with 3 concurrent streams and 12-step cycle | ✅ Building |
deep-tree-echo-orchestrator |
System daemon coordinating all services | ✅ Building |
| Package | Description | Status |
|---|---|---|
@deltecho/sys6-triality |
Sys6 Operadic Architecture: 30-step cycle with prime-power delegation and nested neural networks | ✅ Complete |
@deltecho/cognitive |
Unified cognitive interface integrating core + dove9 + reasoning | 🔲 Planned |
@deltecho/reasoning |
AGI kernel with AtomSpace, PLN, MOSES, OpenPsi (extracted from inferno-kernel) | 🔲 Planned |
@deltecho/shared |
Shared types, utilities, constants for all packages | 🔲 Planned |
@deltecho/ui-components |
React components for Deep Tree Echo bot and AI Companion Hub |
| Application | Description | Status |
|---|---|---|
delta-echo-desk |
Delta Chat Desktop with AI Companion Hub | ✅ Building |
deltecho2 |
Delta Chat Desktop with Inferno Kernel integration | ✅ Building |
dovecot-core |
Dovecot mail server for email transport | ✅ Available |
# Install dependencies
pnpm install
# Build all packages in correct order
pnpm run build:all
# Or build core packages individually
pnpm build:shared && pnpm build:core && pnpm build:dove9 && pnpm build:cognitive
# Run tests
pnpm test:core
# Start the orchestrator daemon
pnpm start:orchestrator
# Run desktop app in dev mode
pnpm dev:desktopFor detailed build instructions, see BUILD_ORDER.md.
The system implements a revolutionary cognitive architecture inspired by hexapod tripod gait locomotion:
- 3 Concurrent Streams: Operating at 120° phase offset
- 12-Step Cycle: Complete cognitive loop per cycle
- Self-balancing: Feedback loops maintain stability
- Feedforward Anticipation: Predictive processing
- Salience Landscape: Shared attention mechanism
Stream 1: SENSE → ... → ... → SENSE
Stream 2: ... → PROCESS → ... → PROCESS
Stream 3: ... → ... → ACT → ... → ACT
─────────────────────────────→ Time
See individual package README files for specific development instructions:
- DEEP-TREE-ECHO-ARCHITECTURE.md - Comprehensive architecture documentation
- A_NOTE_TO_MY_FUTURE_SELF.md - Philosophical foundation
- IMPLEMENTATION-SUMMARY.md - Phase 1 implementation status
- ANALYSIS_REPORT.md - Repository analysis
- REPAIR_OPTIMIZATION_REPORT.md - Technical repairs and optimizations
- EVOLUTION_ENHANCEMENTS.md - Evolutionary enhancements
- BUILD_ORDER.md - Package build order and troubleshooting
- QUICK_START.md - Quick start guide
- DESKTOP_INTEGRATION_GUIDE.md - Desktop integration guide
- IPC_STORAGE_GUIDE.md - IPC and storage guide
Repairs Completed:
- ✅ Fixed TypeScript errors in LLMService (Anthropic API response typing)
- ✅ Fixed TypeScript errors in @deltecho/cognitive (sentiment metadata)
- ✅ All 7 core packages now build successfully
- ✅ Added BUILD_ORDER.md documentation
- ✅ Added build:all script for correct build order
- ✅ Tests: 189/198 passing (95.5% pass rate)
Build Status:
- ✅ @deltecho/shared - Built
- ✅ deep-tree-echo-core - Built
- ✅ dove9 - Built
- ✅ @deltecho/cognitive - Built
- ✅ @deltecho/reasoning - Built
- ✅ deep-tree-echo-orchestrator - Built
- ✅ @deltecho/ui-components - Built
Previous Repairs (December 23, 2025):
- ✅ Fixed git tag requirement for version information
- ✅ Resolved TypeScript module resolution issues
- ✅ Fixed import paths for NodeNext compatibility
- ✅ Organized documentation structure
- ✅ Incremental TypeScript compilation enabled
- ✅ Build system optimized
- ✅ Dependency management verified
- ✅ Code quality improvements
- Core packages (deep-tree-echo-core, dove9, deep-tree-echo-orchestrator) building successfully
- Desktop applications building with git tags
- UI components require architecture refactoring for proper package boundaries
- Ready for Phase 2 integration work
See CONTRIBUTING.md for development guidelines.
GPL-3.0-or-later
v1.0.0-alpha.1 - Initial tagged release with repairs and optimizations