机械工程、航空航天工程和泵设计工作流程的全面代理技能合集。该库为Claude提供了专业工程分析、设计和仿真所需的专业知识、工具和方法论。

概述

Claude 工程技能库提供分为五大类别的 100+ 技能：

• 数据库（10项技能）——访问流体性质、材料数据、泵性能曲线和热力学表
• 软件包（15项技能）——用于数值计算、优化、可视化和流体力学的Python库
• 集成（7项技能）——与CAD和仿真软件（ANSYS、OpenFOAM、SolidWorks、COMSOL）的连接
• 助手（6项技能）——用于单位转换、泵选择、属性计算和错误处理的实用工具
• 思维（9项技能）——流体动力学、泵设计、热力学和结构分析的结构化工作流程

快速启动

安装

1. 克隆此仓库：

2. 安装推荐的Python包：

3. 当该仓库在你的工作空间中时，Claude会自动获得技能。

运用技能

Claude Engineering Skills Library

A comprehensive collection of Agent Skills for mechanical engineering, aerospace engineering, and pump design workflows. This library equips Claude with specialized knowledge, tools, and methodologies for professional engineering analysis, design, and simulation.

Overview

The Claude Engineering Skills Library provides 100+ skills organized across five categories:

• Databases (10 skills) – Access to fluid properties, material data, pump performance curves, and thermodynamic tables
• Packages (15 skills) – Python libraries for numerical computation, optimization, visualization, and fluid mechanics
• Integrations (7 skills) – Connections to CAD and simulation software (ANSYS, OpenFOAM, SolidWorks, COMSOL)
• Helpers (6 skills) – Utilities for unit conversion, pump selection, property calculation, and error handling
• Thinking (9 skills) – Structured workflows for fluid dynamics, pump design, thermodynamics, and structural analysis

Quick Start

Installation

1. Clone this repository:

git clone https://github.com/Soljourner/claude-engineering-skills.git
cd claude-engineering-skills

2. Install recommended Python packages:

pip install numpy scipy sympy matplotlib pint fluids thermo CoolProp pyvista networkx

3. Skills are automatically available to Claude when this repository is in your workspace.

Using Skills

Skills follow a progressive disclosure pattern:

• Level 1: Claude sees skill names and descriptions automatically
• Level 2: Claude loads full SKILL.md when relevant to your task
• Level 3: Additional resources loaded on-demand (examples, references, code)

Simply describe your engineering task to Claude, and relevant skills will be activated automatically.

Example Workflows

Pump Performance Analysis

Analyze a centrifugal pump design for water at 20°C with a flow rate of 100 m³/h
and 50m head. Calculate efficiency, specific speed, and check for cavitation risk.

Claude will activate:

• coolprop-db or nist-refprop for water properties
• pump-design/centrifugal-pumps for design equations
• pump-design/cavitation-analysis for NPSH calculations
• fluids-package for Reynolds number and friction
• matplotlib-visualization for performance curves

Fluid Dynamics Simulation Setup

Set up an OpenFOAM simulation for turbulent flow through a pipe bend with
water at 5 m/s inlet velocity. Use k-omega SST turbulence model.

Claude will activate:

• openfoam-cfd for case setup
• thinking/fluid-dynamics for boundary conditions
• turbulence-models-db for k-omega parameters
• coolprop-package for water properties

System Design Optimization

Design a multi-pump system to deliver 500 m³/h against 80m total head.
Minimize energy consumption and cost.

Claude will activate:

• pump-selection-helper for pump type recommendations
• scipy-optimization for multi-objective optimization