graph TD A[WorkflowOrchestrator Start] --> B[Generate Main Workflow Structure] B --> C[Create Python Skeleton] C --> D[Setup Environment Variables] C --> E[Initialize Scheduling Logic] C --> F[Define Main Function] F --> G[Integrate DataFetcherFilter] G --> H[Setup gmgn.ai API Connection] G --> I[Implement Token Filters] G --> J[Store Filtered Results] F --> K[Integrate DueDiligenceAgent] K --> L[Setup External API Connections] K --> M[Implement Quality Checks] K --> N[Generate Due Diligence Reports] F --> O[Integrate SniperIntegrationAgent] O --> P[Setup Toxi Solana Bot Connection] O --> Q[Implement Purchase Logic] O --> R[Handle Transaction Logging] F --> S[Integrate MemecoinDiscoveryAgent] S --> T[Setup PumpFun/GMGN Connections] S --> U[Implement Memecoin Analysis] S --> V[Link to Purchase System] B --> W[Error Handling Setup] W --> X[API Failure Handlers] W --> Y[Transaction Error Handlers] W --> Z[Network Issue Handlers] B --> AA[Logging System] AA --> AB[Transaction Logs] AA --> AC[Error Logs] AA --> AD[Performance Metrics] F --> AE[Final Assembly] AE --> AF[Merge All Components] AE --> AG[Validate Integration] AE --> AH[Output Complete Script] AH --> AI[WorkflowOrchestrator End]