By Gonya990
Alerts agent when new mail arrives via agent-mail-mcp after subagent tasks complete
Guides Python feature work with Dave Farley–style TDD, ports-and-adapters design, and uv-based workflows; use when implementing or refactoring business logic or APIs.
Enforces Dave Farley–style fast feedback by defining Python unit, adapter, contract, and acceptance testing playbooks; use when planning or diagnosing tests.
Information hiding at every scale - from functions to microservices - preventing "big balls of mud" and leaky abstractions; use when designing interfaces, APIs, or detecting coupling issues.
Guides keeping related concepts together and unrelated concepts apart using Kent Beck's principle; use when designing classes, organizing code, or diagnosing unclear modules.
Reduces coupling to effective minimum while understanding coupling types - tight coupling OK within modules, loose coupling between modules; use when designing module interactions or managing dependencies.
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Distributed AI Cluster — Мозги, Руки и Сердце в одной системе.
| 📂 Section | 🔗 Link | 📝 Description |
|---|---|---|
| 🧠 Knowledge Base | Agent_Context/Knowledge_Base/ | Centralized AI context, sessions, and scripts |
| 💻 AI Core (Main) | Projects/AI_Core/ | Gonya Telegram Bot — personal AI assistant with smart home, calendar, tasks & multi-model chat |
| ⚙️ Scripts | Scripts/ | Deployment, automation, expect scripts |
| 🏗 Architecture | Architecture Docs | System design and handoff guides |
| 🛰️ VASER Hub | docs/architecture/VASER_HUB.md | VASER Hub architecture and security model |
graph LR
subgraph Tailscale Mesh
A[📱 iPhone Commander] --> B[💻 MacBook Admin]
B --> C[🖥️ AI Core (Main)]
B --> D[🐧 igor-gaming-1 WSL2]
B --> E[📦 Proxmox PVE]
end
C --> F[🧠 Ollama GPU]
D --> G[🏠 Home Assistant]
| Node | MagicDNS | IP (TS) | Role |
|---|---|---|---|
| igor-gaming-1 | igor-1... | 100.78... | Primary AI Workstation |
| igor-gaming | igor... | 100.127... | AI Core / GPU |
| MacBook-Air | mac... | 100.93... | Admin & Dev |
| pve | pve... | 100.74.137.122 | Hypervisor |
| iphone-15 | iph... | 100.86... | Mobile |
├── Projects/
│ ├── AI_Core/ # Telegram bot source
│ └── telegram_bot/ # Documentation & plans
├── Scripts/ # Deployment & automation
└── README.md # ← You are here
# Clone & navigate
git clone https://github.com/Gonya990/Unified_System_Core.git
cd Unified_System_Core
# Check system status (from any node)
tailscale status
# SSH to main workstation
ssh gonya@igor-gaming-1
# Start MCP server
cd Agent_Context/Knowledge_Base/mcp-server && npm start
🎉 7 Major Features Added in One Session:
See CHANGELOG.md for full details.
The Unified AI Bot is now a complete life management system:
Quick Start: See Projects/AI_Core/README.md
All agents operating in this system follow the English Translation Protocol:
Having issues? Check out:
python3 Scripts/Utilities/system_health_check.pyPowered by Antigravity Agent 🚀
npx claudepluginhub gonya990/unified_system_coreMemory compression system for Claude Code - persist context across sessions
Ultra-compressed communication mode. Cuts ~75% of tokens while keeping full technical accuracy by speaking like a caveman.
Standalone image generation plugin using Nano Banana MCP server. Generates and edits images, icons, diagrams, patterns, and visual assets via Gemini image models. No Gemini CLI dependency required.
Multi-model consensus engine integrating OpenAI Codex CLI, Gemini CLI, and Claude CLI for collaborative code review and problem-solving.
Streamline people operations — recruiting, onboarding, performance reviews, compensation analysis, and policy guidance. Maintain compliance and keep your team running smoothly.
Write feature specs, plan roadmaps, and synthesize user research faster. Keep stakeholders updated and stay ahead of the competitive landscape.