cfd-pipeline

Automate CFD research pipelines from literature review to publication.

40|4|Updated Feb 12, 2026
One-click install
npx skills add https://github.com/csml-rpi/AI-CFD-Scientist --skill cfd-pipeline
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: cfd-pipeline
Source: https://github.com/csml-rpi/AI-CFD-Scientist/tree/main/cfd-skills/cfd-pipeline
Command: npx skills add https://github.com/csml-rpi/AI-CFD-Scientist --skill cfd-pipeline

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the entire CFD research process from initial literature review to publication, reducing manual effort and increasing reproducibility.

Core Features & Use Cases

  • Comprehensive CFD Workflow Automation: Manages literature gathering, hypothesis formulation, mesh generation, simulation, analysis, and paper drafting.
  • Skill-driven Flexibility: Enables users to invoke complex CFD tasks via markdown skills, seamlessly integrating with language models and custom scripts.
  • Use Case: A researcher wants to perform a complete CFD study, automating each step from topic input to publication, with minimal manual intervention.

Quick Start

Invoke this skill with a CFD research topic to automatically run literature review, hypothesis, mesh generation, simulation, analysis, and drafting processes.

Frequently Asked Questions about cfd-pipeline

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

FAQPage Schema
How do I automate a CFD research pipeline from literature review to publication?

Automating a CFD research pipeline involves coordinating literature analysis, hypothesis testing, mesh refinement, simulation runs, and result synthesis. This Skill streamlines that entire workflow into an automated process for scientific publication.

Can I run mesh generation and simulation analysis automatically for fluid dynamics studies?

Yes, automated mesh generation and simulation analysis are core components of this CFD pipeline. It manages these simulation workflows seamlessly alongside literature review and result synthesis.

What is the best way to integrate custom scripts into an automated simulation workflow?

The best way to integrate custom scripts into an automated simulation workflow is through Skill-driven flexibility, which allows you to invoke complex CFD tasks via markdown skills and coordinate scripts directly.

Does this CFD automation approach require specific scientific computing environments?

Yes, coordinating complex simulation workflows and integrating multiple sub-skills requires scientific computing environments. The pipeline relies on these environments to execute the automated CFD research processes.

Are there limitations to automating hypothesis testing and paper drafting in CFD research?

While the pipeline automates hypothesis testing and paper drafting, limitations include the need to integrate multiple sub-skills and scripts. Complex simulation workflows require proper setup to ensure reproducibility and accuracy.