graph TD A[Start] --> B[ResearchCollector] B --> C[OutlineBuilder] C --> D[SectionWriter] D --> E[CitationManager] E --> F[FinalCompiler] F --> G[End] B --> H[Deep Research 30-day window] H --> I[Create JSON array] I --> J[research.json] C --> K[Read research.json] K --> L[Generate YAML outline] L --> M[digest_outline.yaml] D --> N[Write sections using style guide] N --> O[Embed placeholder footnotes] O --> P[Combine sections] P --> Q[draft_sections.md] E --> R[Extract URLs & metadata] R --> S[Build citations.md] S --> T[Replace footnote tokens] T --> U[Create change log] U --> V[citation-package.md] F --> W[Generate title & intro] W --> X[Concatenate all components] X --> Y[Validation checks] Y --> Z[AI_Insiders_Digest_YYYY-MM.md]