ahump20

Baseball fundamentals: rules and scoring, wOBA, wRC+, FIP and sample-size reliability computed by a tested script with FanGraphs constants, MLB and college run environments, and free data sources.

Basketball fundamentals: rules, possessions, offensive and defensive rating, Four Factors and true shooting from real box scores for the NBA and college, and free data sources.

Source-attributed NCAA baseball observations and explicit-input metric interpretation.

Audit claim provenance, quotations, freshness and arithmetic.

Football fundamentals for the NFL and college: rules, EPA and success rate from nflverse and sportsdataverse play-by-play, quarterback evaluation, passer rating and NCAA efficiency, and free data sources.

Build sourced game packets with tested status and score handling.

Source-attributed Texas baseball scouting, opponent previews and editorial briefings.