graph TD A[Input: Timestamped Transcription] --> B[Initialize StepSelector Subagent] B --> C[Prepare LLM Prompt] C --> D[Combine Transcription with Fixed Prompt] D --> E{Execute LLM Skill #223} E --> F[Process LLM Response] F --> G[Validate Output has 6 Steps] G --> H{Check Step Components} H --> |Missing Components| E H --> |Complete| I[Format as Structured Output] I --> J[Final Output: six-steps-summary] subgraph Validation Checks G H end subgraph Core Processing E F end subgraph Input Processing C D end