Captures QP totals, completed event results, surface Elo, and Monte Carlo
simulator output for every in-flight qualifying-points sports_season.
Used across Phase 1a-4 to verify no scoring drift.
Note: simulators don't currently accept a seed, so simulator output
fixtures are non-deterministic (noted in the script header).
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
