Data Store
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Fetches player stats for any completed game not yet stored. Adds to the dataset — never overwrites. Rate-limited (~15 calls/min).
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Retrains only from historical pre-game features. Bookmaker lines are never used as model inputs.
Runs Claude as a bounded context adjuster after Model V3. Rebuild the week cache first after retraining.