home/categories/philosophy-ethics/adu2021-skillxiv-skills-skillxiv-v0-0-2-claude-opus-4-6-ares-entropy-shaping-skill-md
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ares-entropy-shaping

Calibrate exploration effort in reasoning traces based on problem difficulty by detecting high-entropy windows and applying hierarchical entropy rewards. Reduces unnecessary reasoning on easy tasks while increasing exploration on hard tasks.

ADu2021
maintainer
ADu2021
Обновлено 3/24/2026
Звёзды
2
Форки
0
quick start

Installation and usage

Calibrate exploration effort in reasoning traces based on problem difficulty by detecting high-entropy windows and applying hierarchical entropy rewards. Reduces unnecessary reasoning on easy tasks while increasing exploration on hard tasks.

Установка
$ install --globalskills.sh
Использование

После установки вы можете использовать этот skill, выполнив следующую команду в терминале:

skills use ares-entropy-shaping