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arXiv cs.CLPaper

Repo-To-Skill: Distilling GitHub Repositories Into AI4AI Skills

This directly addresses a real constraint in agent design: the gap between knowing a technique and making it work in code. By distilling repositories into compact, verified skills, research agents can reuse field knowledge instead of rediscovering it each run. For agents to do ML research end-to-end, this layer is essential. Worth watching if you're building agent scaffolding.