diff --git a/docs/tasks/phase1.md b/docs/tasks/phase1.md index 898cea3..223b86c 100644 --- a/docs/tasks/phase1.md +++ b/docs/tasks/phase1.md @@ -7,11 +7,11 @@ ## 🎯 Phase 1 Objectives -- **CLI Interface**: Working `agents-cli` command with basic workflow execution +- **CLI Interface**: Working `agents-cli` command with single-agent execution - **MCP Server**: Basic server that IDEs can connect to and execute tools -- **Configuration System**: JSON-based agent and workflow definitions +- **Configuration System**: JSON-based agent and tool definitions - **Security Framework**: Safe tool execution with sandboxing -- **OpenAI Integration**: Adapter pattern for SDK integration +- **Basic SDK Integration**: Single-agent execution foundation for Phase 2 - **Testing & Quality**: Comprehensive test suite and CI/CD ## 📅 Timeline & Schedule @@ -173,38 +173,53 @@ gantt --- -### ⚡ **6. OpenAI SDK Integration & Adapter (Days 9-13)** -> **Critical Path** - Core workflow execution capability - -#### 6.1 Adapter Pattern Implementation -- [ ] **6.1.1** Create `IAgentRuntime` interface for SDK isolation -- [ ] **6.1.2** Implement `OpenAIAgentRuntime` with full SDK integration -- [ ] **6.1.3** Create `IAgent` wrapper interface for abstraction -- [ ] **6.1.4** Add runtime capability detection and validation - -#### 6.2 Agent Creation & Management -- [ ] **6.2.1** Create `AgentFactory` with security policy integration -- [ ] **6.2.2** Implement agent configuration translation and validation -- [ ] **6.2.3** Add comprehensive agent lifecycle management -- [ ] **6.2.4** Create agent registry for workflow orchestration - -#### 6.3 Basic Workflow Execution -- [ ] **6.3.1** Create `WorkflowEngine` with handoff chain support -- [ ] **6.3.2** Implement basic handoff logic using SDK native capabilities -- [ ] **6.3.3** Add workflow state tracking and turn management -- [ ] **6.3.4** Create result aggregation and structured formatting - -#### 6.4 Tool Integration Bridge -- [ ] **6.4.1** Create tool adapter for SDK integration -- [ ] **6.4.2** Implement security-wrapped tool execution -- [ ] **6.4.3** Add tool result formatting for agent consumption -- [ ] **6.4.4** Create comprehensive tool error handling - -#### 6.5 Integration Testing -- [ ] **6.5.1** Create end-to-end workflow tests with real OpenAI API -- [ ] **6.5.2** Test agent creation from various configurations -- [ ] **6.5.3** Validate handoff chains work correctly -- [ ] **6.5.4** Test tool execution through full stack +### ⚡ **6. Basic OpenAI SDK Integration (Days 9-11)** **[SIMPLIFIED]** +> **Foundation** - Single-agent execution for Phase 1 MVP + +#### 6.1 Basic SDK Integration +- [ ] **6.1.1** Set up OpenAI Agents SDK dependency + - Install and configure OpenAI Agents SDK + - Set up API client with authentication + - Basic connection testing and validation + - Error handling for API failures + +- [ ] **6.1.2** Create simple `AgentRunner` class + - Single agent creation from configuration + - Basic message sending and response handling + - Simple tool execution integration + - Basic error handling and logging + +- [ ] **6.1.3** Implement basic tool integration + - Register MCP tools with agent + - Tool execution through SDK + - Result formatting for CLI output + - Error propagation to user + +#### 6.2 Configuration Integration +- [ ] **6.2.1** Agent creation from JSON config + - Parse agent configuration from schema + - Convert to SDK format + - Model and parameter validation + - Clear error messages for invalid configs + +- [ ] **6.2.2** Single-agent workflow execution + - Execute one agent with given input + - Tool execution during agent run + - Collect and format results + - Handle execution errors gracefully + +#### 6.3 CLI Integration +- [ ] **6.3.1** Integrate with CLI `run` command + - Load agent from configuration file + - Execute single-agent workflow + - Display results in CLI + - Proper exit codes for success/failure + +- [ ] **6.3.2** Basic testing and validation + - Unit tests for agent creation + - Integration test with real OpenAI API + - Example single-agent configuration + - Error scenario testing --- @@ -239,12 +254,12 @@ gantt ## ✅ Definition of Done - Phase 1 **🎯 Must Complete:** -- [ ] ✅ CLI runs `agents-cli run --config example.json` successfully +- [ ] ✅ CLI runs `agents-cli run --config single-agent.json` successfully - [ ] ✅ MCP server starts and registers tools for IDE connection - [ ] ✅ Security policies prevent unauthorized operations -- [ ] ✅ OpenAI SDK integration executes basic workflows +- [ ] ✅ Single-agent execution works with OpenAI SDK - [ ] ✅ Configuration validation provides clear error messages -- [ ] ✅ Integration tests cover CLI → MCP → SDK → Agent flow +- [ ] ✅ Integration tests cover CLI → MCP → SDK → Single Agent flow **📊 Quality Gates:** - [ ] All unit tests pass (>80% code coverage) @@ -265,19 +280,20 @@ gantt ## 🔄 Next Steps After Phase 1 Upon completion, Phase 1 delivers: -- **Working CLI** with basic workflow execution +- **Working CLI** with single-agent execution - **MCP Server** ready for IDE integration - **Security Framework** for safe tool execution -- **OpenAI SDK Integration** with adapter pattern -- **Example Configurations** for common workflows +- **Basic OpenAI SDK Integration** foundation +- **Example Single-Agent Configurations** -**Phase 2 Preview**: Advanced tool integrations, parallel workflows, full MCP protocol compliance, and production-ready features. +[Phase 2: Advanced Multi-Agent Workflows](phase2.md) with handoffs, orchestration, and production features. --- ## 📚 Related Documents - **[Phase 0: Repository Foundation](phase0.md)** - Prerequisites and setup +- **[Phase 2: Advanced Multi-Agent Workflows](phase2.md)** - Next phase features - **[Project PRD](../PRD.md)** - Overall project requirements and vision - **[OpenAI Agents SDK Knowledge](../AGENTS.md)** - SDK reference and examples diff --git a/docs/tasks/phase2.md b/docs/tasks/phase2.md new file mode 100644 index 0000000..adea7aa --- /dev/null +++ b/docs/tasks/phase2.md @@ -0,0 +1,69 @@ +# Phase 2: Advanced Multi-Agent Workflows +**Duration: TBD** | **Goal**: Production-Ready Multi-Agent Orchestration + +> **Status**: Planning phase +> **Depends on**: [Phase 1](phase1.md) completion +> **Previous Phase**: [Phase 1: Core Development Foundation](phase1.md) + +## 🎯 Phase 2 Objectives + +- **Multi-Agent Workflows**: Agent handoffs and orchestration patterns +- **Advanced Orchestration**: Parallel execution, conditional routing, loops +- **Workflow Engine**: Comprehensive workflow state management +- **Production Features**: Scalability, monitoring, and optimization +- **Advanced Tool Integration**: Complex tool patterns and custom frameworks +- **IDE Enhancements**: Advanced IDE integration features + +## 📋 Major Components + +### 🔄 **1. Multi-Agent Workflow Engine** +- Advanced `WorkflowEngine` with multiple execution patterns +- Agent handoff chains and conditional routing +- Parallel agent execution and coordination +- Workflow state tracking and persistence +- Dynamic workflow generation and modification + +### 🏗️ **2. Advanced Agent Management** +- Comprehensive agent lifecycle management +- Agent registry with pools and resource management +- Agent health monitoring and automatic recovery +- Load balancing and dynamic scaling +- Multi-provider support (OpenAI, Anthropic, local models) + +### 🔧 **3. Production Tool Framework** +- Advanced tool orchestration and dependency management +- Custom tool development framework and SDK +- Tool result caching and optimization +- Complex tool integration patterns +- Tool marketplace and discovery + +### 📊 **4. Production Operations** +- Performance monitoring and metrics collection +- Workflow debugging and inspection tools +- Advanced caching and optimization +- Compliance and audit features +- Production deployment patterns + +## 🔗 Foundation + +**Built on Phase 1:** +- Single-agent execution capability +- Basic MCP server and tool integration +- Security framework foundation +- CLI and configuration system + +**Enables:** +- Complex multi-agent workflows +- Production-scale deployments +- Advanced IDE integration features +- Enterprise-ready features + +--- + +## 📚 Related Documents + +- **[Phase 1: Core Development](phase1.md)** - Foundation requirements +- **[Project PRD](../PRD.md)** - Overall project vision +- **[Multi-Agent Patterns](../agents/multi-agent-patterns.md)** - Advanced workflow patterns + +This Phase 2 document will be expanded with detailed task breakdowns once Phase 1 is complete. \ No newline at end of file