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Author SHA1 Message Date
jedarden
3b94b7eccb feat(matchmaker): add map fairness monitoring and auto-retirement (§14.6)
Implements the full map lifecycle audit as a hourly ticker in the
matchmaker:

1. updateMapFairnessStats: recompute per-slot win counts from completed
   matches into the map_fairness table
2. flagUnfairMaps: flag maps where any slot deviates >10pp from expected
   (1/N) across 80+ matches → status='probation'
3. retireDislikedMaps: force-retire maps with >20 net negative votes
4. pruneLowEngagementMaps: monthly bottom-10% engagement prune per tier
5. promoteClassicMaps: top-5 all-time engagement, 3+ months → 'classic'

Matchmaker already filters retired maps and gives probation maps 50%
reduced selection probability in selectMapLRU.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-04-22 18:19:24 -04:00