# Category Allocation Best Response

> Computes the best-response allocation of roster resources across categories in a Head-to-Head Cat…

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".

- Page: https://ss33.ai/skills/lyndonkl/category-allocation-best-response-12491884196
- Publisher: lyndonkl
- Category: [Creative & Media](https://ss33.ai/skills/category/creative-and-media-0j3x01) › [Games](https://ss33.ai/skills/category/creative-and-media-0j3x01/games-gpt7ue)
- Source: https://github.com/lyndonkl/claude/blob/4acc337d4dbdb19da6469eb2504c16669c1cafa1/skills/category-allocation-best-response/SKILL.md

## Skill

This skill's licence does not allow redistribution, so the store does not serve its text. Get it from the author: https://github.com/lyndonkl/claude/blob/4acc337d4dbdb19da6469eb2504c16669c1cafa1/skills/category-allocation-best-response/SKILL.md