人工智能驱动的机械工程复习技能，适用于CAD、有限元分析（FEA）、DFM（有限元分析）、DFA（数字流体力学）和装配分析。
概览
上传STEP装配。理解设计。审查工程风险。生成报告。 机械AI技能专注于工程——而不是几何生成。它是一个结构化的工程审查层，让AI代理（Claude Code、Codex、Cursor）对机械装配进行推理。换句话说：它不是CAD工具，不是仿真工具，也不是DFM工具，而是介于AI代理和这些之间的推理层。 机械组件对人工智能代理来说很难推理。一个大型STEP组件可以包含： - 数百个组件 - 复杂的配合关系 - 隐藏机制 - 制造风险 - 组装复杂性 因此，AI代理可以从原始CAD文件到对设计的理解和真正的工程审查——前提是工程师会有的诚实假设和注意事项。这就是开放的、完全独立运行的平台。
概述（AI 翻译）
人工智能机械工程复习技能
上传STEP装配。理解设计。审查工程风险。生成报告。
**又一个CAD副驾驶。机械AI技能侧重于工程理解和复习——而不是几何生成。它是一个结构化的工程审查层，让AI代理（Claude代码、Codex、光标）推理机械组件。
换句话说：它是第一个AI原生的机械装配工程审查层——不是CAD工具，不是仿真工具，也不是DFM工具，而是介于AI代理和这些之间的推理层。
为什么
机械组件对人工智能代理来说很难推理。一个大型STEP组件可以包含：
- 数百个组件
- 复杂的交配关系
- 隐藏机制
- 制造风险
- 装配复杂度
机械AI技能提供结构化的工程审查层，使AI代理可以从原始CAD文件到对设计的理解和真正的工程审查——并附带工程师所附带的诚实假设和注意事项。这是开放的社区版，独立功能完整。
本页由 AI 翻译，技术细节请以原文为准。
README
以下为原文 README 节选，完整内容请查看原文。
AI Mechanical Engineering Review Skill
Upload a STEP assembly. Understand the design. Review engineering risks. Generate reports.
Not another CAD copilot. Mechanical AI Skill focuses on engineering understanding and review — not geometry generation. It’s a structured engineering-review layer that lets an AI agent (Claude Code, Codex, Cursor) reason about a mechanical assembly.
Put differently: it’s the first AI-native engineering review layer for mechanical assemblies — not a CAD tool, not a simulation tool, not a DFM tool, but the reasoning layer that sits between an AI agent and all of those.
Upload assembly → Understand assembly → Engineering review → Engineering report
Why
Mechanical assemblies are hard for AI agents to reason about. A large STEP assembly can contain:
- Hundreds of components
- Complex mating relationships
- Hidden mechanisms
- Manufacturing risks
- Assembly complexity
Mechanical AI Skill provides a structured engineering review layer so an AI agent can go from a raw CAD file to an understanding of the design and a real engineering review — with the honest assumptions and caveats an engineer would attach. This is the open Community Edition, fully functional on its own.
What it is — and is not
Mechanical AI Skill is not:
- ❌ A CAD modeling copilot
- ❌ A generative / geometry-creation tool
- ❌ A drawing or feature-modeling assistant
Mechanical AI Skill is:
- ✅ Assembly understanding (structure, BOM, mechanisms)
- ✅ Engineering review (interference, DFM/DFA, risk)
- ✅ Mechanical diagnostics (clashes, clearances, complexity)
- ✅ Engineering reporting (PDF / HTML)
Example — one STEP in, a full review out
Input: a real 39 MB SolidWorks-exported STEP of a dual-station robotic welding cell. No SolidWorks, no geometry kernel — just the Community Edition reading the STEP. Every figure is the actual output; nothing is invented.
Output (review_summary, written to mech_review/review_summary.md next to the STEP)
EXECUTIVE SUMMARY推荐工具
换一个关键词，或者移除筛选条件。
安装
npx skillfish add almightyshui/mechanical-ai-skill