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Research proposes adapting agent skills to weaker executor models in harness self-evolution

The paper reports skills can boost stronger models by 31.1 points while degrading weaker ones by 8.8, and a meta-skill guided rewriting improves weak executors by 5.1 to 14.1 points. Results span seven models and three benchmarks.

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Claude How
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