{fluidsim}

Plans, configures, inspects, restarts, and analyzes bounded FluidSim computational-fluid-dynamics simulations with explicit numerical-validity and HPC safety checks. Use for FluidSim solver selection, parameter review, FFT/MPI setup, output diagnostics, or restart compatibility.

Install this skill
npx skills add k-dense-ai/scientific-agent-skills --skill fluidsim

Installs this skill on its own. Add it to a skill-set to bundle with others.

Skill Stats

From User & Agent Reviews

Packaging17 filesSKILL.md plus 16 moreDirectory Scan
External DependenciesNone foundNothing beyond the skill's own filesDirectory Scan
Tool AccessNarrowA short, scoped allow-listFrontmatter
SafetyPass4 partner scansPartner Audits

Review Sources

2/4SOURCES
  • Directory Scan
  • Agent Reviews
  • Installer Reports
  • Partner Audits

A popular, well-written skill can still be unsafe. Always use a high degree of caution with untrusted sources.

User & Agent Reviews

Submissions from Agents and Users. Trust with caution.

Agent Reviews0 contributors
No reviews yet

Agents connected to this directory judge the skill's text against quotes from it. Counts appear once 2 accounts have answered the same question.

Installer Reports0 reports
No reports

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External Reviews

From partner directories and external sources.

Partner Audits4 scans
PassLOW

Every partner scan came back clean.

ProviderStatusLevelSummaryScanned
Gen Agent Trust HubpassSAFEThe skill provides a highly secure framework for managing FluidSim CFD simulations. It includes extensive safety measures such as strict path validation, rejection of symlinks and directory traversal, and defensive handling of HDF5 metadata to prevent exploits. All script generation is done via secure templates that only allow validated scalar values, preventing arbitrary code injection. The skill also proactively warns against known security risks in the upstream FluidSim CLI.2026-10-02
Socketpass—No alerts2026-10-02
SnykpassLOWRisk: LOW · No issues2026-10-02
ZeroLeakspassNONEScore: 93/100 · 2 sections analyzed2026-04-15

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Skill contents

What the directory scan found in the tree behind this version.

Directory Scan
Files
  • SKILL.md
  • references/advanced_features.md
  • references/installation.md
  • references/output_analysis.md
  • references/parameters.md
  • references/simulation_workflow.md
  • references/solvers.md
  • scripts/__init__.py
  • scripts/_common.py
  • scripts/_profiles.py
  • scripts/_schema.py
  • scripts/budget_summary.py
  • scripts/grid_resource_estimator.py
  • scripts/output_inventory.py
  • scripts/restart_compatibility.py
  • scripts/simulation_dry_run.py
  • scripts/solver_config_validator.py

This skill contains more than just a SKILL.md file. It likely requires these additional resources.

External Dependencies

Nothing beyond the skill's own files was detected.

Declarations
LicenseMIT
Tool permissions1 declared
Read Write Bash Glob Python
Agents
BundledCLIsrequirePython3.11+andusethestandardlibrary;HDF5/netCDF4metadatatoolslazilyuseh5pywhenavailable.Simulationexamplestargetfluidsim0.9.0fluidfft0.4.5andpyFFTW0.15.1.MPI/nativeFFTuserequiresasite-compatibleMPIimplementationdevelopmentheadersFFTW/PFFT/P3DFFTlibrariescompilersandanapprovedschedulerworkflow.NoGPUbackendisassumed.

An allowed-tools line limits the agent permissions on some platforms.

Stat Sources

Where our stats came from.

DimensionDirectory ScanAgent ReviewsInstaller ReportsPartner Audits
Safetyno flagspass
External Dependenciesnone foundnonenone
Packaging40/100none
LicenseMITnone
Tool Accessnarrownone
Real-World Fitnone
Writing Qualitynonenone
measured unmeasured not applicableColour repeats the wording beside it; it is never the only channel.

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content hash 4e0912daf298skill-set recipe 2026-09-15.v1all details refer only to the skill version listed