graph TD
A[Start: Channel URL Input] --> B[Task #226: Extract Channel Metrics]
B --> C[channelStructuredData]
C --> D[Task #224: Oracle Query Channel Analysis]
C --> E[extendedChannelInfo]
E --> F[Task #218: Generate Keywords]
E --> G[nicheKeywords]
G --> H[Task #224: Find Similar Channels]
E --> H
H --> I[similarChannels]
C --> J[Task #223: Data Consolidation]
E --> J
G --> J
I --> J
J --> K[Final Output: channel-analysis-output]
subgraph Silo 1: Channel Data Extraction
B
D
end
subgraph Silo 2: Niche & Similar Channels
F
H
end
subgraph Silo 3: Consolidation
J
end