fluid-dynamics-workflow

Automate CFD workflows from problem definition to validation.

45|14|Updated Nov 7, 2025
One-click install
npx skills add https://github.com/Soljourner/claude-engineering-skills --skill fluid-dynamics-workflow
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: fluid-dynamics-workflow
Source: https://github.com/Soljourner/claude-engineering-skills/tree/main/skills/thinking/fluid-dynamics
Command: npx skills add https://github.com/Soljourner/claude-engineering-skills --skill fluid-dynamics-workflow

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Fluid Dynamics Workflow provides a structured, end-to-end methodology for performing CFD analyses from problem formulation to validation, ensuring rigorous physics, proper discretization, and reproducible results.

Core Features & Use Cases

  • Systematic problem definition, governing equations selection, and boundary/initial conditions planning for CFD tasks.
  • Mesh strategy guidance, turbulence model selection, solver setup, convergence/validation workflows.
  • Use cases include external aerodynamics, internal ducts, and heat-transfer problems, with example workflows such as flow over a cylinder, pipe flow with heat transfer, and airfoil analysis.

Quick Start

Provide a CFD task description and execute the workflow steps from problem definition through validation to obtain verified results.

Frequently Asked Questions about fluid-dynamics-workflow

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I set up an end-to-end CFD workflow from problem definition to validation?

An end-to-end CFD workflow guides problem formulation, governing equations selection, boundary and initial conditions planning, mesh strategy, solver configuration, and verification to produce validated fluid dynamics results.

What turbulence model should I select for my CFD analysis?

Turbulence model selection is determined during the solver setup phase by evaluating your specific fluid dynamics problem type, whether involving external aerodynamics, internal ducts, or heat-transfer scenarios.

How do I plan mesh strategy and boundary-layer resolution for external aerodynamics?

Mesh strategy for external aerodynamics requires defining geometry, establishing mesh quality metrics, and configuring boundary-layer resolution to accurately capture flow gradients before executing the solver.

Can I use this CFD workflow for internal pipe flow with heat transfer?

Yes, the CFD workflow supports internal ducts and heat-transfer problems, providing example workflows for pipe flow with heat transfer including boundary conditions and convergence criteria setup.

What convergence criteria and verification steps are needed for CFD validation?

CFD validation requires defining solver controls, monitoring convergence criteria, and executing a verification workflow to document that results are reproducible and physically accurate.