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      <title>SkillOpt: Stop Hand-Writing AI Agent Skills. Train Them.</title>
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      <description>Microsoft Research&amp;#39;s SkillOpt turns AI agent skills into trainable artifacts, using rollouts, bounded edits, validation gates, and rejected-update memory to improve frozen agents.</description>
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