cfd-interpret

Analyze CFD diagnostic images and logs to validate simulation results.

40|4|Updated Feb 12, 2026

Search Tags:#validation #simulation #cfd #result analysis #auto-evaluation

Ready to run

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

💬 Prompt for ChatGPT / Claude Chat▼

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

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the assessment of CFD simulation results by analyzing output images and data to determine if the results meet the specified physical requirements and are free of numerical issues.

Core Features & Use Cases

Result Validation: Reads run outcomes and diagnostic figures to evaluate simulation success.
Scenario Matching: Checks if the simulation configuration aligns with the user requirement, ensuring scenario consistency.
Decision Making: Determines whether to proceed, revise, or rerun a CFD case based on visual and data analysis.
Use Case: A CFD engineer finishes a run and wants automatic validation; this skill interprets the results and suggests next steps to streamline the workflow.

Quick Start

Provide the case directory containing CFD output images and data; the skill will analyze the results and produce a JSON decision output.

Frequently Asked Questions about cfd-interpret

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

FAQPage Schema

How do I validate CFD simulation results automatically?▼

To validate CFD simulation results automatically, provide a case directory containing output images and data. The skill analyzes diagnostic figures and logs to verify physical validity, check scenario consistency, and flag numerical issues, producing a JSON decision output.

What is automated CFD result evaluation?▼

Automated CFD result evaluation reads run outcomes and diagnostic figures to determine simulation success. It checks if the configuration aligns with user requirements, identifies numerical problems, and suggests whether to proceed, revise, or rerun the case.

How do I check my CFD simulation for numerical issues and scenario consistency?▼

You can check CFD simulations for numerical issues and scenario consistency by submitting the case directory. The evaluator analyzes visual and data outputs against embedded prompts to verify alignment with physical requirements and flag potential problems.

Does automated CFD result analysis require specific solver dependencies?▼

Automated CFD result analysis requires no specific solver dependencies. It operates independently by reading output images and logs from the provided case directory to evaluate simulation success and recommend next troubleshooting steps.

What should I do when CFD simulation results fail physical validation checks?▼

When CFD simulation results fail physical validation checks, the automated evaluator provides recommendations for troubleshooting. It determines whether to proceed, revise the configuration, or rerun the case based on visual and data analysis.