WikiSkill: Compiling Agent Experience into Persistent Knowledge

tuvllms · x · 2026-09-01

WikiSkill is introduced as a method to compile agent experience into persistent knowledge for skill evolution. It combines a persistent wiki with evolving skills. Evaluated on 5 benchmarks and 5 models, WikiSkill consistently maintains superior performance compared to baselines.

Related event: Google's WikiSkill: Persistent Wikis Let Agents Turn Experience into Reusable Skills(11 posts)→

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