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.
maintainer
ADu2021
अपडेट किया गया 3/24/2026
स्टार
2
फोर्क
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.
इंस्टॉलेशन
$ install --globalskills.sh
उपयोग
इंस्टॉल करने के बाद, आप टर्मिनल में यह कमांड चलाकर इस स्किल का उपयोग कर सकते हैं:
skills use ares-entropy-shaping