Omni-Orchestrator
ARES - Autonomous Reasoning & Execution System 轻量级任务调度中间件，通过 MCP 协议连接各种执行器
Features
- Task routing (根据任务特征选择执行器: Claude Code / OpenClaw / Moltworker)
- LiteLLM model routing (免费/付费模型优先级)
- SQLite state management (任务状态机，支持断点恢复)
- Dual fault handling (LiteLLM 降级模式 + 脑干模式)
- MCP protocol integration (连接 OpenClaw, Claude Code 等)
Quick Start
Prerequisites
- Python 3.11+
- uv (Python package manager)
Local Setup
# Clone
git clone
cd omni-vibe
# Install dependencies
uv sync
# Configure
cp config.yaml.example config.yaml
# Edit config.yaml with your API keys
# Run tests
uv run pytest
# Run main program
uv run python -m src.main
Docker
# Build
docker build -t omni-orchestrator .
# Run
docker run --rm omni-orchestrator
Configuration
Copy config.yaml.example to config.yaml and configure:
| Key | Description |
|---|
github_key | Backup API key (env: GITHUB_LITELLM_KEY) |
lite_llm_url | LiteLLM proxy URL |
mcp_servers | MCP server connections |
fault_handler | Failure thresholds |
router | Routing settings |
Architecture
┌─────────────────────────────────────────┐
│ Omni-Orchestrator │
│ ┌───────────┐ ┌──────────────────┐ │
│ │ MCP Client│ │ State Manager │ │
│ └───────────┘ └──────────────────┘ │
│ ┌───────────┐ ┌──────────────────┐ │
│ │ Fault │ │ Router Decision │ │
│ │ Handler │ │ │ │
│ └───────────┘ └──────────────────┘ │
└──────┬──────────────┬──────────┬────────┘
│ │ │
▼ ▼ ▼
┌──────────┐ ┌───────────┐ ┌──────────┐
│ OpenClaw │ │Claude Code│ │Moltworker│
└──────────┘ └───────────┘ └──────────┘
System States
| State | Trigger | Behavior |
|---|
| Normal | All systems healthy | Route via LiteLLM + MCP |
| Degraded | LiteLLM fails | Direct API with backup key |
| Brainstem | Cloud APIs down | Suspend tasks, local-only |
Testing
# All tests
uv run pytest
# Unit tests only
uv run pytest tests/unit/
# Integration tests only
uv run pytest tests/integration/
# With coverage
uv run pytest --cov=src --cov-report=html
Docker 部署到 Mac mini
# 切换 Docker Context（指向 Mac mini）
docker context use macmini-frps
# 构建并启动
docker compose up -d
# 查看日志
docker compose logs -f omni-orchestrator
# 停康检查
docker compose ps
Tailscale 远程访问
# 确保 Tailscale 服务在 Mac mini 上运行
ssh chenyi@bghunt.cn "tailscale serve --background"
# 客户端连接地址
ws://macmini.tailed323a.ts.net:18765
Tech Stack
| Component | Technology |
|---|
| Language | Python 3.11+ |
| Package Manager | uv |
| Model Routing | LiteLLM |
| Protocol | MCP (Model Context Protocol) |
| State Storage | SQLite |
| Testing | pytest + pytest-asyncio |
License
MIT
