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Skillclaw

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paper · 2026-04-10
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To address these issues, we present SkillClaw, a framework for collective skill evolution in multi-user agent ecosystems, which treats cross-user and over-time interactions as the primary signal for improving skills.

SkillClaw: Collective Skill Evolution for LLM Agents