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]