home/categories/machine-learning/discountedcookie-10x-mapmaster-opencode-skills-game-scoring-skill-md
machine-learningdata-ai
game-scoring
Use when working with candidate scoring, confidence calculation, softmax aggregation, or guess decision logic. Load for understanding how candidates are ranked, when the system decides to guess, and how semantic + geographic scores combine. Covers temperature tuning, entropy thresholds, and margin logic.
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discountedcookie
Updated 1/19/2026
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quick start
Installation and usage
Use when working with candidate scoring, confidence calculation, softmax aggregation, or guess decision logic. Load for understanding how candidates are ranked, when the system decides to guess, and how semantic + geographic scores combine. Covers temperature tuning, entropy thresholds, and margin logic.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use game-scoring