graph TD A[BacklinkPlacementManager Start] --> B[Input Processing] B --> C[Load target-website URL] B --> D[Read potential-sites-csv] B --> E[Read backlink-templates] C --> F[Data Consolidation] D --> F E --> F F --> G[LLM Processing - Skill #223] G --> H[Select Anchor Text per Site] G --> I[Generate Placement Date] G --> J[Create Status Notes] H --> K[Record Assembly] I --> K J --> K K --> L[Format Text Record] L --> M[Generate placed-backlinks-record] M --> N[BacklinkPlacementManager End]