category-allocation-best-response

category-allocation-best-response is an Entertainment & games skill for AI agents, published by lyndonkl in the claude repository on GitHub. Skillspace rates category-allocation-best-response C (71/100) and it passed the safety scan; the rating is based on static analysis only.

Computes the best-response allocation of roster resources across categories in a Head-to-Head Categories matchup. Given our per-category capacity, the opponent's projected output, per-category win probabilities (from matchup-win-probability-sim), and a K-of-N winning threshold, classifies categories into pushed / contested / conceded buckets, emits per-category leverage weights for downstream lineup and streaming decisions, computes the resulting K-of-N win probability, and writes a plain-English rationale. Domain-neutral — portable to any fantasy sport with H2H Cats scoring (MLB 10-cat, NBA 9-cat, NHL 10-cat). Use when you need push/punt decisions, dominated-strategy elimination, leverage weights per cat, or best-response allocation; or when the user mentions "category allocation", "push or punt", "K of N cats", "dominated strategy elimination", "best response allocation", "Blotto fantasy", "leverage weights per cat", or "which cats to push".

Grade

C

Quality

71 / 100

Safety

Passed

GitHub stars

133

Unproven: rated by static analysis only, not yet compared head-to-head.

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