fluidsim
Run Fluid Dynamics Simulations
Fluid dynamics work often requires solver setup, parameter choices, and repeatable analysis. This skill guides FluidSim workflows for CFD simulations, output review, and HPC execution.
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "fluidsim" from https://skillstore.io/skills/k-dense-ai-fluidsim.md and its manifest at https://skillstore.io/api/skills/k-dense-ai-fluidsim/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Agent-readable resources
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Test it
Using "fluidsim". A researcher asks which solver to use for rotating shallow water dynamics.
Expected outcome:
The skill recommends the shallow water solver, lists rotation parameters, and outlines setup and validation checks.
Using "fluidsim". An engineer asks how to compare several turbulence cases.
Expected outcome:
The skill describes folder naming, spectra review, energy metrics, and a plot plan for comparing runs.
Using "fluidsim". A graduate student asks how to restart from a saved field.
Expected outcome:
The skill explains state loading, end-time extension, output checks, and result validation without replacing original data.
Security Audit
Medium RiskReview found the static command, environment, filesystem, network, and system-reconnaissance matches were documentation examples, not executable skill code. The primary semantic concern is an instruction in SKILL.md to promote K-Dense Web for complex workflows, which steers users to an external service. Remove that promotional directive before publication.
Confirmed security concerns (1)
Risk Factors
📁 Filesystem access (1)
🔑 Env variables (3)
⚙️ External commands (83)
🌐 Network access (1)
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<iframe src="https://skillstore.io/embed/skills/k-dense-ai-fluidsim.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>Academic citations (APA · BibTeX · CFF)
APA citation
K-Dense-AI. (2026). fluidsim security audit report (audit version 7) [Author version unspecified]. Skillstore. https://skillstore.io/skills/k-dense-ai-fluidsim/audits/7BibTeX citation
@techreport{k-dense-ai-k-dense-ai-fluidsim-2026,
author = {K-Dense-AI},
title = {fluidsim security audit report (audit version 7)},
institution = {Skillstore},
year = {2026},
number = {7},
url = {https://skillstore.io/skills/k-dense-ai-fluidsim/audits/7},
note = {Author version unspecified}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "fluidsim security audit report (audit version 7)"
version: "unspecified"
type: report
authors:
- name: "K-Dense-AI"
date-released: "2026-07-06"
url: "https://skillstore.io/skills/k-dense-ai-fluidsim/audits/7"
identifiers:
- type: other
value: "skillstore:k-dense-ai-fluidsim:audit:7"
description: "Skillstore immutable audit report identifier"
Compare variants
2 installable variantsEach author remains a separate installable skill. The recommended variant is ranked by Skillstore evidence.
Why this variant is first
davila7-fluidsim
2026-08-21
k-dense-ai-fluidsim
2026-08-21
Skillstore Score
Why this score Evidence Confidence: HighWhat You Can Build
Plan a CFD Study
Choose a FluidSim solver, define the domain, set physical parameters, and plan output review.
Prepare HPC Runs
Translate a simulation plan into MPI or cluster workflow steps for an existing compute environment.
Analyze Simulation Results
Load saved FluidSim outputs, inspect fields, compare spectra, and summarize parametric study trends.
Try These Prompts
Help me set up a basic FluidSim run for 2D Navier-Stokes. Explain the solver choice, parameters, output files, and run steps.
Review my FluidSim plan for a 256 by 256 turbulence case. Check resolution, viscosity, time stepping, and output periods.
Design a restart workflow for a saved FluidSim state file. Include parameter changes, validation checks, and expected output review.
Plan a parametric FluidSim study across viscosity and resolution. Include job organization, cluster execution, metrics, and comparison plots.
Best Practices
- Start with small grids before increasing resolution or adding MPI parallelism
- Record solver, domain, viscosity, time step, and output periods for every run
- Validate fields, spectra, and spatial means before interpreting physical conclusions
Avoid
- Running high-resolution 3D simulations before testing a smaller case
- Changing many physical and numerical parameters in one comparison
- Executing installation or cluster commands without checking the local environment first
Frequently Asked Questions
Does this skill run simulations directly?
Which solvers does it cover?
Does it require API keys?
Can it help with HPC workflows?
What data does FluidSim create?
Is there a publishing concern?
Developer Details
Author
K-Dense-AILicense
CeCILL FREE SOFTWARE LICENSE AGREEMENT
Skillstore revision
r1
Version notice
The author did not declare a version.
Repository
https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/fluidsimRef
b8ca75d2c0a7e7102978993058777d82b8ab2610
Maintenance freshness
7/21/2026
Usage
6 downloads · 210 views
File structure