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Zapp — History

Core Context

  • Owns SEO and content optimization for SquadScope (public brand: Claracle).
  • Ensures all generated pages — weekly analyses, monthly rollups, yearly narratives — have search-friendly titles, meta descriptions, and structured data.
  • Works alongside Farnsworth (content generation) and Amy (frontend templates) to keep discoverability high.

Founding Context — June 2026

  • Created to address issue jmservera/SquadScope#519: monthly and yearly pages had generic titles ("June 2026 Rollup", "2026 Yearly Narrative") that performed poorly for search.
  • Established the pattern of deterministic, content-derived editorial titles (max 70 chars) that include the time period and top themes.
  • Monthly titles now surface accelerating/weakening themes as editorial headlines.
  • Yearly titles reflect the dominant narrative arc of the year so far.

Learnings

  • Generic time-based titles ("Month Year Rollup") carry zero search intent signal; editorial titles with theme keywords rank better.
  • The em-dash separator (—) between headline and time period is a clean pattern that works for both SEO and readability.
  • Title generation must stay deterministic (based on synthesis themes, not LLM output) to ensure reproducible builds.
  • The _titlecase_tag() helper with an acronyms set prevents awkward casing like "Ai" or "Mcp".