graph TD
S[Start RecurringKeywordAnalyzer] --> A[Input Validation]
A --> B{Valid JSON Format?}
B -->|No| C[Return Error]
B -->|Yes| D[Parse Input Data]
D --> E[Initialize Text Analysis]
E --> F[Extract Text Content]
F --> G1[Process Titles]
F --> G2[Process Bullet Points]
F --> G3[Process Descriptions]
G1 & G2 & G3 --> H[Combine Text Data]
H --> I[LLM Analysis - Skill #223]
I --> J[Extract Keywords]
J --> K[Calculate Frequencies]
K --> L[Generate Theme Groups]
L --> M[Create Summary Report]
M --> N{Report Generated?}
N -->|No| O[Retry Analysis]
O --> I
N -->|Yes| P[Format Output]
P --> Q[Return Keyword Report]
Q --> R[End RecurringKeywordAnalyzer]
C --> R
subgraph Input Processing
A
B
D
end
subgraph Text Analysis
E
F
G1
G2
G3
H
end
subgraph Keyword Processing
I
J
K
L
end
subgraph Output Generation
M
N
O
P
Q
end