ZeusHammer – “국부적으로 사고하는” AI 에이전트 개발

The Super AI Agent Built from Three Open Source Giants Think Locally. Speak Freely. Remember Everything. | Feature | OpenClaw | Hermes | ZeusHammer | ZeusHammer Advantage | |---|---|---|---|---| | Local Brain | ❌ | ❌ | ✅ | 80% tasks without LLM, intent recognition + skill matching | | Voice-First | Partial (Voice Wake) | Partial | ✅ | Whisper+Edge TTS full-stack, wake word, auto language detection | | Three-Tier Memory | ❌ | ❌ | ✅ | Short-term (LRU)+Long-term (SQLite)+Working memory | | Meditation Mode | ❌ | ❌ | ✅ | Auto analysis/pattern extraction/skill upgrade on idle | | Deep Reflection | ❌ | ❌ | ✅ | Causal chain analysis/insight generation | | Workflow Engine | Standing Orders | Cron/SubAgent | ✅ | Complete orchestration+skill matching+skill learning | | Circuit Breaker | ❌ | ✅ Circuit breaker | ✅ | Complete security system | | OSV Scanning | ❌ | ❌ | ✅ | Command/file malware detection | | China LLM Native | Needs config | Partial | ✅ | Built-in DeepSeek/Qwen/GLM/Moonshot/ERNIE/Doubao/MiniMax | | Tool Detector | ❌ | ❌ | ✅ | Auto-detect 80+ system CLI tools | | Cost Tracking | ❌ | Partial | ✅ | Built-in LLM cost tracking | | Smart Model Router | ✅ | ✅ | ✅ | Intelligent routing+fallback chain+cost optimization | | WebRTC Real-time Audio | ❌ | ❌ | ✅ | Real-time voice streaming | | Collaboration Rooms | ❌ | ❌ | ✅ | Multi-user collaboration | | Apple Ecosystem | ✅ | ✅ | ✅ | Apple Notes/Reminders/iMessage/Screenshot | | Vector Memory Store | LanceDB/QMD | External plugins (8) | ✅ | Built-in Chroma, native integration | | Skill Auto-Generation | ❌ | ❌ | ✅ | Local Brain auto-generates new skills | | RL Training | ❌ | ✅ Tinker-Atropos | ✅ | SWE-Bench/RL/trajectory compression | | Install Convenience | npm/global | pip | Homebrew/pipx/Docker | Best for macOS users | | Message Channels | 30+ | 20+ | 13+ | OpenClaw has most | | Built-in Tools | 20+ | 40+ | 50+ | ZeusHammer has most | | AI Models | 35+ | 15+ | 20+ | OpenClaw has most | | Skills | Plugin market | 70+ | 50+ | Hermes has most | | MCP Support | ✅ | ✅ | ✅ | All three have | | ACP/IDE Integration | ✅ | ✅ | ✅ | All three have | | Browser Automation | ✅ | ✅ | ✅ | All three have | | Community Scale | 400+ contributors, ClawHub | Nous Research support | New project | OpenClaw most mature | ZeusHammer has the following unique differentiators compared to OpenClaw and Hermes: - Local Brain Architecture — The biggest differentiator. 80% of tasks complete via intent recognition + skill matching locally, without calling expensive LLM APIs, significantly reducing costs and improving response speed. - Voice-First Design — Complete voice-first experience from wake word, STT, TTS to auto language detection, supporting background Daemon mode for continuous listening. - Three-Tier Memory System — Short-term (LRU) + Long-term (SQLite FTS5) + Working memory, plus vector storage (Chroma), providing the most complete memory capabilities. - Meditation Mode + Deep Reflection — Industry-rare self-evolution capability. AI automatically analyzes memory patterns, extracts rules, and upgrades skills during idle time. - Workflow Engine — Includes skill matching and skill learning. Not just scheduling existing skills, but also auto-generating new skills. - Security System — Four layers: OSV malware scanning, circuit breaker, credential guard, and config protection. - Tool Detector — Auto-discovers ~80 common CLI tools in the system, no manual configuration needed. - China LLM Native Support — Built-in unified clients for Chinese mainstream models like DeepSeek/Qwen/GLM/Moonshot/ERNIE/Doubao/MiniMax, accessible via chinawhapi.com. - Homebrew Installation — macOS users can install with one command: brew install zeushammer , providing the best user experience. - 50+ Built-in Tools — More out-of-box tools than OpenClaw and Hermes combined. Weaknesses: Ecosystem scale (contributors, skill marketplace) not as mature as OpenClaw; message channels (13+) less than OpenClaw (30+) and Hermes (20+); as a new project, community and documentation maturity need verification. ZeusHammer is a true fusion of three top-tier open source AI agent projects, combining their best features into one unified super agent: | Project | Core Contribution | License | |---|---|---| | ClaudeCode | Tool execution engine, concurrent partitioning, OTel telemetry | Anthropic | | Hermes | Memory system, security, tools, MCP protocol | MIT | | OpenClaw | Multi-channel gateway, Canvas, skills management | MIT | partitionToolCalls() - Concurrent partitioning algorithmisConcurrencySafe() - Concurrency safety checksToolResult - Unified tool result format- OTel structured logging and tracing - Memory System: Short-term + Long-term + Vector memory with FTS5 search - Security: OSV malware scanner, credential guard, circuit breaker - Tools: Tool registry, MCP protocol stack, skill auto-improvement - Skills: Agent-curated skill creation and management - Multi-Channel: Telegram, Discord, Slack, WhatsApp gateway - Canvas: Live Canvas rendering system - Skills: SkillHub with marketplace integration - Config: Protected paths and tamper-proof configuration brew install zeushammer Or with cURL: curl -sSL https://raw.githubusercontent.com/pengrambo3-tech/ZeusHammer/master/install.sh | bash Or manual install: git clone https://github.com/pengrambo3-tech/ZeusHammer.git cd ZeusHammer pip install -r requirements.txt ┌─────────────────────────────────────────────────────────────────┐ │ ZeusHammer │ ├─────────────────────────────────────────────────────────────────┤ │ ┌───────────────────────────────────────────────────────────┐ │ │ │ Fusion Core │ │ │ │ ┌─────────────┐ ┌─────────────┐ ┌─────────────────────┐ │ │ │ │ │ClaudeCode │ │ Hermes │ │ OpenClaw │ │ │ │ │ │────────────│ │────────────│ │────────────────────│ │ │ │ │ │Tool Engine │ │ Memory │ │ Channel Gateway │ │ │ │ │ │Partition │ │ Security │ │ Canvas System │ │ │ │ │ │Telemetry │ │ MCP │ │ Skills Hub │ │ │ │ │ └─────────────┘ └─────────────┘ └─────────────────────┘ │ │ │ └───────────────────────────────────────────────────────────┘ │ │ ┌───────────────────────────────────────────────────────────┐ │ │ │ Local Brain │ │ │ │ Intent Recognition → Skill Match → LLM Work → Learn │ │ │ └───────────────────────────────────────────────────────────┘ │ │ ┌───────────────────────────────────────────────────────────┐ │ │ │ Voice System │ │ │ │ Wake Word "Zues/宙斯" → STT → Language → TTS │ │ │ └───────────────────────────────────────────────────────────┘ │ │ ┌───────────────────────────────────────────────────────────┐ │ │ │ Three-Tier Memory │ │ │ │ Short-term (LRU) → Long-term (SQLite) → Working │ │ │ └───────────────────────────────────────────────────────────┘ │ ├─────────────────────────────────────────────────────────────────┤ │ LLM Providers: ChinaWhapi • Anthropic • OpenAI • Local │ └─────────────────────────────────────────────────────────────────┘ The fusion brings together the most powerful features from each project: | Feature | From | Description | |---|---|---| | Tool Partition | ClaudeCode | Concurrent tool execution with dependency analysis | | Circuit Breaker | Hermes | Fail-fast pattern for stable operation | | Multi-Channel | OpenClaw | Connect via Telegram, Discord, Slack, etc. | | OSV Scanner | Hermes | Detect malware patterns in code | | Credential Guard | Hermes | Prevent credential leakage | | Memory System | Hermes | Persistent cross-session memory | | Skill Learning | Hermes | Auto-create skills from experience | | Canvas | OpenClaw | Live interactive canvas | | OTel Telemetry | ClaudeCode | Structured logging and tracing | # ZeusHammer's Local Brain workflow: 1. User gives instruction 2. Local Brain receives instruction 3. Pattern matching against skill library 4. Match found → Execute skill directly (NO LLM needed!) 5. No match → Call LLM for solution 6. Work complete → Learn new skill 7. Next time → Use learned skill (instant, no LLM) | Component | Technology | Benefit | |---|---|---| | Speech-to-Text | Whisper (local) | Offline capable, no data sent | | Text-to-Speech | Edge TTS | Natural, free voices | | Wake Word | Custom detector | "Zues" or "宙斯" activation | | Language Detection | Auto-detection | Auto-switch Chinese/English | | Smart Responses | Context-aware | Reply based on model/memory status | | Provider | Models | Features | |---|---|---| | DeepSeek | V3, Coder | Best value, coding focused | | Qwen (Alibaba) | Turbo, Plus, Max | Long context support | | GLM (Zhipu) | GLM-4, GLM-4V | Vision support | | Moonshot | 8K, 32K, 128K | Ultra long context | | ERNIE (Baidu) | Bot 4.0, Bot Long | Enterprise grade | | Doubao (ByteDance) | Pro, Lite | Fast, cost effective | | MiniMax | ABAB6 Chat/GSPT | Conversational AI | | Provider | Models | |---|---| | Anthropic | Claude 3.5 Sonnet, Opus, Haiku | | OpenAI | GPT-4o, GPT-4 Turbo, GPT-3.5 | | Local | Ollama, LM Studio, vLLM | # Option 1: ChinaWhapi (recommended for Chinese users) echo "OPENAI_API_KEY=your_key" >> ~/.zeushammer/.env echo "API_BASE=https://api.chinawhapi.com/v1" >> ~/.zeushammer/.env echo "MODEL=deepseek-chat" >> ~/.zeushammer/.env # Option 2: Anthropic Claude echo "ANTHROPIC_API_KEY=sk-ant-xxx" >> ~/.zeushammer/.env echo "MODEL=claude-3-5-sonnet-20241022" >> ~/.zeushammer/.env # Option 3: OpenAI echo "OPENAI_API_KEY=sk-xxx" >> ~/.zeushammer/.env echo "MODEL=gpt-4o" >> ~/.zeushammer/.env python3 -m src.main --mode cli # CLI mode python3 -m src.main --mode web # Web UI python3 -m src.main --mode voice # Voice (recommended!) | Level | Description | |---|---| safe | All operations require confirmation | semi_open | Safe operations auto-execute, dangerous operations warn | full_open | Unrestricted (beast mode) | Built-in protections (from Hermes): - OSV malware pattern scanning - Credential leakage detection - Circuit breaker for abnormal operations - Protected paths from OpenClaw - Config tamper protection # Run tests pytest tests/ # Code format black src/ ruff check src/ ZeusHammer/ ├── src/ │ ├── fusion/ # Three project fusion │ │ ├── claude_code/ # ClaudeCode core │ │ │ └── tools_engine.py │ │ ├── hermes/ # Hermes core │ │ │ └── security.py │ │ └── openclaw/ # OpenClaw core │ │ └── channels.py │ ├── brain/ # Local brain │ ├── voice/ # Voice system │ ├── memory/ # Memory system │ └── tools/ # Tools ├── FUSION.md # Fusion documentation ├── README.md └── README_zh.md Issues and Pull Requests welcome! MIT License Built with ❤️ by fusing ClaudeCode + Hermes + OpenClaw [Think Locally. Speak Freely. Remember Everything.]