---
title: Arena Learning
emoji: 🏟️
colorFrom: blue
colorTo: purple
sdk: docker
pinned: false
---
# IniClaw + OpenMAIC Integration

This repository integrates **IniClaw** (NVIDIA NemoClaw) as a sandboxed agent runtime for the **OpenMAIC** classroom engine.

## 📁 Repository Structure

- `ini_claw/`: The sandboxed agent runtime (HTTP Gateway).
- `OpenMAIC/`: The multi-agent AI classroom engine (Next.js App).
- `scripts/`: Integration utilities and tests.

## 🛠️ Getting Started

### Prerequisites

- Node.js 18+
- Docker & Docker Compose
- [OpenShell CLI](https://github.com/THU-MAIC/OpenShell)

### Quick Start (Docker)

1. **Clone and Configure**:
   ```bash
   git clone --recursive https://github.com/THU-MAIC/iniclaw-openmaic.git
   cd iniclaw-openmaic
   cp .env.example .env
   # Edit .env and set your BRIDGE_SECRET
   ```

2. **Deploy**:
   ```bash
   ./scripts/deploy.sh
   ```

### Manual Development

1. **Start IniClaw Gateway**:
   ```bash
   cd ini_claw
   npm install
   npm run dev:gateway
   ```

2. **Start OpenMAIC**:
   ```bash
   cd OpenMAIC
   npm install
   npm run dev
   ```

## 🧪 Testing

Run the cross-service smoke test:
```bash
./scripts/smoke-test.sh
```

## 🔒 Security

- All agent LLM calls are routed through the IniClaw sandbox.
- Security policies are defined in `ini_claw/policies/openmaic.yaml`.
- Audit logs are stored in `ini_claw/.classroom-cache/audit.jsonl`.