FantasyEngine

A live UI on top of the SQLite pipeline in data/fantasy_2026.db (repo root) -- 58 real signal_types (Vegas, Sharp/Hribar, Ryan Heath, Dwain McFarland, plus a from-scratch Stability Module: coaching tenure, O-line continuity/play/talent, scheme-shift) feeding real draft-prep output. This is meant to become the primary way this whole pipeline gets consumed -- pre-draft and in-season, not a one-off report.

• Live Draft -- real Money_Talks 2026 auction, polled directly from Sleeper every 5 seconds while open. No rebuild needed.
• Draft Cheat Sheet -- the full Money_Talks board (VORP, auction value) with every real signal joined in.
• In-Season -- real bench-points-left-on-the-table by manager, both leagues.
• Waiver Quality -- real points scored by every waiver add, both leagues, completing the Section 13 analysis.
• Team Signals -- every real team-level signal_type, comprehensive, no curation.
• Stability Signals -- team-level coaching continuity, O-line continuity/talent/play-quality, and scheme-shift, one row per team.
• Rookies -- real rookie-model raw ingredients (draft capital, adjusted YPTA, program strength), 2017-2025 classes.
• Backtests -- the two real correlation findings this engine has actually run, computed live, not hardcoded snapshots.
• Methodologies -- which named analysts this is built on, what's real reconstruction vs. honest approximation, and why.

Data (other than the live draft board) refreshes whenever the underlying scripts in scripts/ are re-run against the live db and this site is rebuilt -- nothing here is duplicated or hand-copied.