home/categories/philosophy-ethics/adu2021-skillxiv-skills-skillxiv-v0-0-2-claude-opus-4-6-terminator-early-stopping-cot-skill-md
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terminator-early-stopping-cot
Learn when to terminate chain-of-thought reasoning by predicting answer arrival patterns. Train an early-exit mechanism on empirical first-answer positions to reduce reasoning length by 14-55% while maintaining or improving accuracy.
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ADu2021
Atualizado 3/24/2026
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quick start
Installation and usage
Learn when to terminate chain-of-thought reasoning by predicting answer arrival patterns. Train an early-exit mechanism on empirical first-answer positions to reduce reasoning length by 14-55% while maintaining or improving accuracy.
Instalação
$ install --globalskills.sh
Uso
Depois de instalar, você pode usar esta skill executando o seguinte comando no terminal:
skills use terminator-early-stopping-cot