Deltecho Monorepo

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.

Architecture Overview

┌─────────────────────────────────────────────────────────────────────────────┐
│                         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)                       │ │     │
│  │  └──────────────────────────────────────────────────────────────┘ │     │
│  └───────────────────────────────────────────────────────────────────┘     │
│                                                                             │
└─────────────────────────────────────────────────────────────────────────────┘

Sys6 Operadic Architecture

Mathematical Foundation

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 Structure

Core Cognitive Packages

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

Unified Packages (`packages/`)

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	⚠️ In Progress

Applications

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

Quick Start

# 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:desktop

For detailed build instructions, see BUILD_ORDER.md.

Triadic Cognitive Architecture (Dove9)

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

Development

See individual package README files for specific development instructions:

Documentation

Architecture

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 & Development

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

Recent Updates (December 24, 2025)

✅ Phase 1-3 Complete: All Packages Building Successfully

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

Optimizations Applied

✅ Incremental TypeScript compilation enabled
✅ Build system optimized
✅ Dependency management verified
✅ Code quality improvements

Current Status

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

Contributing

See CONTRIBUTING.md for development guidelines.

License

GPL-3.0-or-later

Version

v1.0.0-alpha.1 - Initial tagged release with repairs and optimizations

Name		Name	Last commit message	Last commit date
Latest commit History 280 Commits
.github		.github
_archived		_archived
assets		assets
benchmarks		benchmarks
bin		bin
deep-tree-echo-core		deep-tree-echo-core
deep-tree-echo-orchestrator		deep-tree-echo-orchestrator
delta-echo-desk		delta-echo-desk
deltecho2		deltecho2
deploy		deploy
design		design
docker/dovecot		docker/dovecot
docs		docs
dove9		dove9
dovecot-core		dovecot-core
dtecho-nakama-airi		dtecho-nakama-airi
e2e-logs		e2e-logs
examples		examples
native-libs		native-libs
packages		packages
research		research
test		test
tests/e2e		tests/e2e
tools		tools
.env.example		.env.example
.eslintrc.json		.eslintrc.json
.eslintrc.override.json		.eslintrc.override.json
.gitignore		.gitignore
.prettierrc.json		.prettierrc.json
ANALYSIS_DEC_25_2025.md		ANALYSIS_DEC_25_2025.md
AUTONOMY_ASSESSMENT.md		AUTONOMY_ASSESSMENT.md
BUILD_ORDER.md		BUILD_ORDER.md
CHANGELOG.md		CHANGELOG.md
CI_WORKFLOW_UPDATES.md		CI_WORKFLOW_UPDATES.md
CLAUDE.md		CLAUDE.md
COMPLETION_REPORT_DEC_25_2025.md		COMPLETION_REPORT_DEC_25_2025.md
CONTRIBUTING.md		CONTRIBUTING.md
DEEP_TREE_ECHO_ANALYSIS.md		DEEP_TREE_ECHO_ANALYSIS.md
DEEP_TREE_ECHO_IMPLEMENTATION.md		DEEP_TREE_ECHO_IMPLEMENTATION.md
Dockerfile		Dockerfile
EVOLUTION_ENHANCEMENTS.md		EVOLUTION_ENHANCEMENTS.md
EVOLUTION_REPORT_DEC_25_2025.md		EVOLUTION_REPORT_DEC_25_2025.md
EXECUTIVE_SUMMARY.md		EXECUTIVE_SUMMARY.md
FINAL_PROGRESS_REPORT.md		FINAL_PROGRESS_REPORT.md
FINAL_SUMMARY_JAN_05_2026.md		FINAL_SUMMARY_JAN_05_2026.md
IMPLEMENTATION_NEXT_STEPS.md		IMPLEMENTATION_NEXT_STEPS.md
IMPLEMENTATION_SUMMARY.md		IMPLEMENTATION_SUMMARY.md
NEXT_STEPS.md		NEXT_STEPS.md
NEXT_STEPS_STATUS.md		NEXT_STEPS_STATUS.md
OPTIMIZATION_EVOLUTION_PLAN.md		OPTIMIZATION_EVOLUTION_PLAN.md
PHASE4_IMPLEMENTATION_STATUS.md		PHASE4_IMPLEMENTATION_STATUS.md
PHASE5_COGNITIVE_INTEGRATION_REPORT.md		PHASE5_COGNITIVE_INTEGRATION_REPORT.md
PROGRESS_REPORT_DEC_23_2025.md		PROGRESS_REPORT_DEC_23_2025.md
README.md		README.md
REPAIR_COMPLETION_REPORT.md		REPAIR_COMPLETION_REPORT.md
REPAIR_LOG_JAN_02_2026.md		REPAIR_LOG_JAN_02_2026.md
REPAIR_LOG_JAN_04_2026.md		REPAIR_LOG_JAN_04_2026.md
REPAIR_LOG_JAN_04_2026_v2.md		REPAIR_LOG_JAN_04_2026_v2.md
REPAIR_LOG_JAN_04_2026_v3.md		REPAIR_LOG_JAN_04_2026_v3.md
REPAIR_LOG_JAN_04_2026_v4.md		REPAIR_LOG_JAN_04_2026_v4.md
REPAIR_OPTIMIZATION_REPORT.md		REPAIR_OPTIMIZATION_REPORT.md
REPAIR_OPTIMIZATION_REPORT_JAN_05_2026.md		REPAIR_OPTIMIZATION_REPORT_JAN_05_2026.md
REPAIR_REPORT_DEC_25_2025.md		REPAIR_REPORT_DEC_25_2025.md
SECURITY_AUDIT.md		SECURITY_AUDIT.md
SYNC_SUMMARY.md		SYNC_SUMMARY.md
SYS6_IMPLEMENTATION_REPORT.md		SYS6_IMPLEMENTATION_REPORT.md
docker-compose.yml		docker-compose.yml
fix_eslint_issues.sh		fix_eslint_issues.sh
fix_typescript_issues.py		fix_typescript_issues.py
jest.config.js		jest.config.js
jest.config.root.js		jest.config.root.js
jest.e2e.config.js		jest.e2e.config.js
package-lock.json		package-lock.json
package.json		package.json
pnpm-lock.yaml		pnpm-lock.yaml
pnpm-workspace.yaml		pnpm-workspace.yaml
test-ipc-storage.mjs		test-ipc-storage.mjs
tsconfig.json		tsconfig.json
tsconfig.test.json		tsconfig.test.json

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Deltecho Monorepo

Architecture Overview

Sys6 Operadic Architecture

Mathematical Foundation

Package Structure

Core Cognitive Packages

Unified Packages (`packages/`)

Applications

Quick Start

Triadic Cognitive Architecture (Dove9)

Development

Documentation

Architecture

Build & Development

Recent Updates (December 24, 2025)

✅ Phase 1-3 Complete: All Packages Building Successfully

Optimizations Applied

Current Status

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Deltecho Monorepo

Architecture Overview

Sys6 Operadic Architecture

Mathematical Foundation

Package Structure

Core Cognitive Packages

Unified Packages (packages/)

Applications

Quick Start

Triadic Cognitive Architecture (Dove9)

Development

Documentation

Architecture

Build & Development

Recent Updates (December 24, 2025)

✅ Phase 1-3 Complete: All Packages Building Successfully

Optimizations Applied

Current Status

Contributing

License

Version

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