机械工程技能：面向设计、分析与制造的开源 Agent 技能库
原标题：Mechanical Engineering Skills: An Open Library of Agent Skills for Design, Analysis and Manufacturing
AI 摘要
该论文提出 Mechanical Engineering Skills，一个包含 33 个 agent skill 的开源库，覆盖机械设计、分析与制造任务，其中 19 个技能封装了该实验室已发表或预印本研究成果，14 个覆盖核心工程与教学任务。每个技能打包操作说明、可执行工具与验证流程，由语言模型理解需求、选择技能并协调工作流，确定性工具负责计算并返回带校验的结果。用户无需学习各工具接口或本地运行模型，即可通过单次对话（文本或语音）使用，技能按需加载、一条命令安装。论文通过五个案例研究（如晶格均匀化、火箭顶点高度误差在 4% 内、方程拟合精度提升 9 倍等）验证效果，但明确将有/无技能的对照实验留待未来工作。
正文节选
Mechanical Engineering Skills: An Open Library of Agent Skills for Design, Analysis and Manufacturing Abstract Mechanical engineers rely on dozens of specialized tools—CAD kernels, finite-element and CFD solvers, flight simulators, process maps, thermodynamic databases and research models—each with its own interface, installation and learning curve. We present Mechanical Engineering Skills, an open library of 33 agent skills for design, analysis and manufacturing that makes this breadth availabl