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#agent-skills

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01 ·Agents·★ MEMBER·PAPER·15 min read Paper Walkthrough: Training Agents to Evolve with Their Harness Why compact models break when you rewrite prompts and tool definitions every week, and what the team behind Taobao Live's AI avatar streamers does about it. A ground-up walkthrough of Harness-Aware Training, from intuition to equations to measured numbers and stated limits. 02 ·Agents·★ MEMBER·PAPER·12 min read Paper Explained: Repo-To-Skill — Distilling GitHub Repositories Into Skills an AI Can Use A third layer that is neither the model nor the harness: operational knowledge, distilled from 1,000 GitHub repositories into 5,353 verified skills. What DisCo and the AREX-Skill Library actually do, what 31.11%→72.89% on MLE-bench is made of, and where the skills failed.