graph TD A[Start] --> B[Receive Media References] B --> C[Collect Website Screenshot Video URL] B --> D[Collect YouTube Screenshot Video URL] B --> E[Collect Image URLs Array] B --> F[Collect News Screenshot Video URLs] C --> G[JSON Assembly Task] D --> G E --> G F --> G G --> H[SKILL #223: LLM JSON Generation] H --> I[Validate JSON Structure] I --> J[Generate final_output.json] J --> K[End] subgraph Input Collection B C D E F end subgraph JSON Processing G H I end subgraph Output Generation J end