graph TD S[StepSelector Agent Start] --> I[Input Handling] I --> IT[Import Transcription File] I --> IP[Import Purpose/Topic] IT --> SILO1[SILO 1: ANALYSIS] IP --> SILO1 SILO1 --> A1[Run LLM #223] A1 --> A2[Analyze Transcription] A2 --> A3[List All Potential Steps] A3 --> SILO2[SILO 2: SELECTION] SILO2 --> B1[Run LLM #223] B1 --> B2[Select Top 6 Steps] B2 --> B3[Match Timestamps] B3 --> SILO3[SILO 3: FORMATTING] SILO3 --> C1[Run LLM #223] C1 --> C2[Structure JSON Data] C2 --> C3[Validate Format] C3 --> O[Output JSON File] subgraph JSON Structure O --> D1[step_number] O --> D2[title] O --> D3[description] O --> D4[timestamp] end