graph TD START[Start Step ID Agent] --> INPUT[Receive Input Data] INPUT --> A1[Load Transcription File] INPUT --> A2[Load Video Duration] INPUT --> A3[Load Tutorial Title] A1 --> S1[SILO 1: Initial Analysis] A2 --> S1 A3 --> S1 S1 --> B1[Parse Transcription] B1 --> B2[Identify All Tutorial Steps] B2 --> B3[Map Timestamps to Steps] B3 --> S2[SILO 2: Step Selection] S2 --> C1[Analyze Step Importance] C1 --> C2[Select Top 6 Steps] C2 --> C3[Generate Step Descriptions] C3 --> S3[SILO 3: Format Output] S3 --> D1[Clean Timestamps] D1 --> D2[Structure Step Data] D2 --> D3[Generate JSON] D3 --> OUTPUT[Output JSON File] OUTPUT --> END[End Step ID Agent] subgraph Skills Used SK1[Skill 223: LLM Analysis] SK2[Skill 190: Text Processing] SK3[Skill 185: JSON Formatting] end B2 --- SK1 C1 --- SK1 D1 --- SK2 D3 --- SK3