Introduction
SkinFlow is a flexible flow engine for intelligent multi-agent applications that supports complex task decomposition, intelligent planning, memory management, and tool integration.
What is SkinFlow?
SkinFlow is designed to provide developers with a powerful framework for building sophisticated AI applications that can:
- Decompose complex tasks automatically into manageable subtasks
- Coordinate multiple specialized agents to work together efficiently
- Maintain context and memory across interactions
- Integrate various tools and APIs seamlessly
- Process information in real-time with streaming capabilities
Key Features
🧠 Intelligent Multi-Agent System
- Planning Agent: Automatically breaks down complex tasks and creates execution plans
- Professional Sub-Agents: Specialized in research, programming, data analysis, content creation
- Intelligent Coordination: Automatically selects the most suitable agents for specific tasks
- Context Isolation: Ensures secure collaboration between agents
💾 Advanced Memory System
- Short-term Memory: Session context and temporary information management
- Long-term Memory: Persistent knowledge storage and historical records
- User Preferences: Personalized settings and habit learning
- Semantic Search: Vector-based intelligent memory retrieval
🛠️ Unified Tool System
- YAML/XML Tool Definitions: Declarative tool configuration, easy to extend
- Virtual File System: Secure file operation environment
- MCP Protocol Support: Standardized tool integration
- Custom Tools: Flexible tool development and integration mechanism
🔄 Stream Processing Engine
- Asynchronous Stream Processing: High-performance concurrent execution
- Real-time Response: Supports streaming output and real-time feedback
- Workflow Orchestration: Intelligent management of complex workflows
🛡️ Enterprise-Grade Reliability
- Degradation Mechanism: Multi-layer error recovery strategies
- Circuit Breaker: Automatic fault isolation and recovery
- Health Monitoring: Real-time system status tracking
- Detailed Logging: Complete debugging and audit information
Who Should Use SkinFlow?
SkinFlow is designed for developers and organizations that need to:
- Build intelligent assistants and chatbots
- Create automated workflow systems
- Develop content generation applications
- Implement data analysis pipelines
- Construct multi-agent AI systems
Architecture Overview
┌─────────────────────────────────────────────────────────────┐
│ SkinFlow Framework │
├─────────────────────────────────────────────────────────────┤
│ Multi-Agent System │
│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │
│ │ Planning │ │ Sub-Agents │ │ Coordination│ │
│ │ Agent │ │ Manager │ │ System │ │
│ └─────────────┘ └─────────────┘ └─────────────┘ │
├─────────────────────────────────────────────────────────────┤
│ Core Services │
│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │
│ │ LLM │ │ Memory │ │ Tool │ │
│ │ Abstraction │ │ System │ │ Registry │ │
│ └─────────────┘ └─────────────┘ └─────────────┘ │
├─────────────────────────────────────────────────────────────┤
│ Infrastructure │
│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │
│ │ Fallback │ │ Virtual │ │ Stream │ │
│ │ Manager │ │ FileSystem │ │ Engine │ │
│ └─────────────┘ └─────────────┘ └─────────────┘ │
└─────────────────────────────────────────────────────────────┘Next Steps
- Getting Started - Learn how to install and set up SkinFlow
- Core Features - Explore the main capabilities
- Architecture - Understand the system design
- Examples - See practical implementations
Community
- GitHub Issues: Report bugs and request features
- GitHub Discussions: Join community discussions
- Documentation: Complete documentation and guides
License
SkinFlow is released under the MIT License. See the LICENSE file for details.