cfd-orchestrator

Route CFD research requests into appropriate simulation, analysis, or documentation pipelines.

40|4|Updated Feb 12, 2026

Search Tags:#automation #workflow #research #routing #orchestration #CFD

Ready to run

npx skills add https://github.com/csml-rpi/AI-CFD-Scientist --skill cfd-orchestrator

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: cfd-orchestrator
Source: https://github.com/csml-rpi/AI-CFD-Scientist/tree/main/skills/cfd-orchestrator
Command: npx skills add https://github.com/csml-rpi/AI-CFD-Scientist --skill cfd-orchestrator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill simplifies complex CFD research workflows by intelligently routing user requests into appropriate pipeline paths, reducing manual decision-making and setup time.

Core Features & Use Cases

Workflow Routing: Automatically directs user topics to research, code modification, mesh independence, analysis, or paper drafting pipelines based on keyword detection.
Process Management: Coordinates multi-stage CFD studies, ensuring all mandatory steps like mesh independence and timeline logging are followed.
Use Case: A researcher submits a CFD simulation request, and this Skill determines whether to run a new study, modify code, analyze existing results, or generate a manuscript, orchestrating the entire process end-to-end.

Quick Start

Provide a CFD research topic to the Skill and it will route and initiate the appropriate pipeline according to your needs.

Frequently Asked Questions about cfd-orchestrator

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

FAQPage Schema

How do I automate routing for CFD research workflows?▼

Automating CFD research workflows involves routing user requests into appropriate pipelines like simulation, analysis, or paper drafting based on keyword detection. This ensures consistent protocol adherence and efficient task management across all stages.

What is CFD workflow orchestration and when do I need it?▼

CFD workflow orchestration coordinates multi-stage simulation studies by directing topics to research, code modification, or mesh independence pipelines. You need it to reduce manual decision-making and ensure mandatory steps like timeline logging are followed.

How do I start an end-to-end CFD simulation study using automation?▼

To start an automated CFD simulation study, provide your research topic to the orchestrator. It determines whether to run a new study, modify code, analyze existing results, or generate a manuscript, initiating the appropriate pipeline automatically.

Can I use automated routing to manage mesh independence and CFD analysis?▼

Yes, automated routing manages mesh independence and CFD analysis by coordinating these mandatory steps within the pipeline. It directs user topics to the correct processing path to ensure consistent protocol adherence and efficient task management.

Does CFD orchestration handle paper drafting and documentation?▼

Yes, CFD orchestration handles paper drafting and documentation by routing user requests to a manuscript generation pipeline. It coordinates multi-stage studies end-to-end, ensuring documentation follows simulation and analysis steps.