graph TD Start[Start PlanMaker Agent] --> Input1[Read keyword_metrics.csv] Start --> Input2[Read business_profile.json] Input1 --> Silo1[SILO 1: Cluster & Select] Input2 --> Silo1 Silo1 --> Task1[LLM Task: Cluster keywords] Task1 --> Task2[LLM Task: Select primary keywords] Task2 --> Task3[Generate clusters.json] Task3 --> Silo2[SILO 2: Assemble CSV] Input2 --> Silo2 Silo2 --> Task4[LLM Task: Generate page slugs] Task4 --> Task5[Format CSV rows] Task5 --> Task6[Deduplicate supporting keywords] Task6 --> Task7[Write local_keyword_plan.csv] Task7 --> End[End PlanMaker Agent] classDef default fill:#f9f,stroke:#333,stroke-width:2px classDef silo fill:#bbf,stroke:#333,stroke-width:2px class Silo1,Silo2 silo