cfd-paper

Automates CFD research paper writing including LaTeX drafting and iterative reviews.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires PyVista, bibtexparser, langchain, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill streamlines the creation of scientific CFD research papers by automating figure planning, generation, validation, drafting, and revision processes.

Core Features & Use Cases

  • Comprehensive Paper Automation: Coordinates figure layout, image quality assurance, LaTeX drafting, compilation, and iterative reviews.
  • Iterative Revision: Uses AI agents to refine content and visuals through multiple review loops until publication standards are met.
  • Use Case: Researchers can produce publication-ready CFD papers efficiently, minimizing manual editing and review cycles.

Quick Start

Invoke this Skill with the output directory containing analysis and lit.json files, specifying the target research topic and preferred template to generate a complete CFD research paper ready for submission.

Frequently Asked Questions about cfd-paper

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

FAQPage Schema
How do I automate CFD research paper writing from simulation data?

Automated CFD research paper writing is achieved by coordinating AI agents to handle figure planning, quality assurance, LaTeX drafting, and iterative revisions until publication standards are met.

What is the process for generating LaTeX manuscripts from CFD analysis?

Generating LaTeX manuscripts from CFD analysis involves automated figure layout planning, image quality assurance, LaTeX drafting, compilation, and multiple AI-driven review loops to refine content and visuals.

Can I use bibtexparser and PyVista for automated figure generation in LaTeX papers?

Yes, automated figure generation in LaTeX papers integrates PyVista for visualization and bibtexparser for reference management, coordinating these dependencies to produce structured manuscripts.

Do I need literature data files to start automated paper generation?

Yes, automated paper generation requires an output directory containing CFD simulation analysis data and a lit.json literature file to initiate the drafting and figure planning processes.

How does iterative AI review improve CFD manuscript quality?

Iterative AI review improves CFD manuscript quality by using integrated agents to repeatedly assess and refine both textual content and visual figures through multiple review loops until ready for publication.

What are the limitations of using LangChain agents for scientific paper generation?

Limitations of using LangChain agents for scientific paper generation include dependency on structured input data quality and the necessity of multiple review cycles to meet strict publication standards.