arXiv:2605.03353v3 Announce Type: replace-cross Abstract: LLM agents increasingly rely on reusable skills (e.g., $SKILL.md$ ) to execute complex tasks, yet these artifacts lack portability: agent frameworks are highly sensitive to prompt formatting, leading to a large performance variation for the same skill. Nevertheless, most skills are...
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