graph TD A[Input: JSON Product Data] --> B[SILO 1: Research & Analysis] A1[Input: Review Data JSON] --> B A2[Input: Image URLs] --> B A3[Input: Affiliate Data] --> B B --> B1[Research Topic #216] B --> B2[Oracle Questions #224] B1 --> C[SILO 2: Outline Generation] B2 --> C C --> C1[Generate Outline #223] C1 --> D[SILO 3: Content Creation] D --> D1[Main Review Content #185] D --> D2[Spec Tables #190] D --> D3[Headlines #186] D1 --> E[SILO 4: Markdown Formatting] D2 --> E D3 --> E E --> E1[Final Markdown #190] E1 --> F[Output: Complete .md File] subgraph Output Contents F --> G[Review Text] F --> H[Headers H1-H3] F --> I[Spec Tables] F --> J[Pros/Cons Lists] F --> K[Star Ratings] F --> L[Image Placeholders] F --> M[Link Placeholders] F --> N[Schema Instructions] end