기계 공학, 항공 공학 및 펌프 설계 워크플로우에 대한 에이전트 스킬의 종합 컬렉션. 이 라이브러리는 전문 지식, 도구 및 전문 엔지니어링 분석, 디자인 및 시뮬레이션에 대한 방법론을 갖추고 있습니다.

개요

Claude Engineering Skills Library는 5가지 범주에 걸쳐 조직된 100개 이상의 기술을 제공합니다:

• Databases (10 기술) - 유체 특성, 재료 데이터, 펌프 성능 곡선 및 열역학 테이블에 액세스
• **패키지 ** (15 기술) - 숫자 계산, 최적화, 시각화 및 유체 기계에 대한 파이썬 라이브러리
• ** 통합 ** (7 기술) - CAD 및 시뮬레이션 소프트웨어에 연결 (ANSYS, OpenFOAM, SolidWorks, COMSOL)
• Helpers (6 기술) - 단위 변환, 펌프 선택, 속성 계산 및 오류 처리를위한 유틸리티
• Thinking (9 기술) - 유체 동적, 펌프 설계, 열역학 및 구조 분석을위한 구조 워크

빠른 시작

설치

1. Clone 이 저장소:

2. 권장 Python 패키지 설치:

3. 기술이 작업 공간에 있을 때 Claude에 자동으로 사용할 수 있습니다.

기술 사용

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