这篇论文把技能安装拆成三件事，解释为啥长尾技能用不上，搞Agent开发可以看看。
该论文针对Agent技能安装的痛点：现有56,804个公共技能竞争不到100个提示词触发槽位。论文提出将安装拆分为内容、持久化和自动触发三部分，只有触发需占用提示词。路径可指向任意技能或集合，读取即用；目录作为菜单，避免全有或全无。Vendoring可将技能复制进Git树。论文编号arxiv.org/abs/2608.12610。
Recommended paper for agent skill builders. There are 56,804 public agent skills today, all competi...
Recommended paper for agent skill builders. There are 56,804 public agent skills today, all competing for fewer than 100 reliable trigger slots in the system prompt. Your own playbooks compete for that same space, and the long tail never gets used. skills separates the three things installation bundles together. Content, persistence, and automatic triggering. Only triggering needs to sit in the prompt. A path addresses any skill, subtree, or collection, and reading it is enough to use it. A directory becomes a menu, so bundles stop being all-or-nothing. Vendoring copies a skill into your Git tree at the same path, so your team owns and adapts it. No manifest, no lockfile, no registration, and SKILL.md is unchanged. Paper: arxiv.org/abs/2608.12610 Track more trending AI papers in our academy: academy.dair.ai 💬 3 🔄 1 ❤️ 18 👀 1651 📊 8 ⚡