agent-architecture-patterns

# Agent Architecture Patterns This skill provides a comprehensive library of AI Agent architecture patterns to help developers: - Design single-agent architectures (ReAct, Reflection, Self-Critique, Plan-and-Solve, Tree of Thoughts) - Design multi-agent collaboration systems (Manager-Worker, Peer-to-Peer, Hierarchical, Market-Based, Pipeline) - Apply system design principles (separation of concerns, fault tolerance, scalability) - Implement best practices based on OpenClaw --- ## Patterns ### Single-Agent Patterns (5) 1. **ReAct** - Reasoning + Acting alternation 2. **Reflection** - Self-reflection and iterative improvement 3. **Self-Critique** - Self-criticism and error correction 4. **Plan-and-Solve** - Plan first, then execute 5. **Tree of Thoughts** - Multi-path exploration ### Multi-Agent Patterns (5) 1. **Manager-Worker** - 1 manager coordinates multiple workers 2. **Peer-to-Peer** - Equal agents collaborate 3. **Hierarchical** - Multi-level management structure 4. **Market-Based** - Task bidding and allocation 5. **Pipeline** - Sequential multi-stage processing --- ## Usage ### Option 1: Consult AI-Agent Ask questions like: - "Design a multi-agent code review system" - "How to implement ReAct pattern?" - "Which agent collaboration pattern should I use?" ### Option 2: Reference Documentation Browse `patterns/` directory for detailed pattern docs. ### Option 3: Use Code Examples Run example code from `examples/` directory. --- ## Examples ### ReAct Pattern Example ```javascript const agent = new ReActAgent({ tools: [search, calculate], maxSteps: 10 }); const answer = await agent.execute("What's the temperature in Beijing today?"); ``` ### Manager-Worker Pattern Example ```javascript const workers = [ new WorkerAgent('worker-1', ['javascript'], { codeReview: true }), new WorkerAgent('worker-2', ['python'], { dataAnalysis: true }) ]; const manager = new ManagerAgent(workers); const result = await manager.coordinate("Review this codebase"); ``` --- ## Installation ```bash clawhub install agent-architecture-patterns ``` --- ## Testing ```bash npm test # Runs 30 test cases for ReAct and Manager-Worker implementations ``` --- ## License MIT --- ## Author AI-Agent