hooyao/vortex-funnel-gen

AI-driven design optimization of a 3D-printable anti-glugging vortex funnel. Automates the loop: parametric CadQuery geometry → OpenFOAM CFD (interFoam VOF multiphase via Docker) → multi-fidelity Bayesian optimization (scikit-optimize) — driven end-to-end by a Claude Code skill.

5 starsPythonMIT3d-printingagentic-aiautomotivebayesian-optimization

REVIEWED78/100

Scanned 2026-07-12 · gemini v1

Dimension breakdown

Security

55/100

3 findings

Quality

68/100

4 findings

License

89/100

1 finding

Completeness

90/100

1 finding

Findings (9)

HIGH: 2MEDIUM: 2LOW: 2INFO: 3

HIGHsecurityPotential Command Injection in External Tool Invocation
HIGHqualityLack of Automated Tests
MEDIUMsecurityPotential Path Traversal in Configuration Loading/File Generation
MEDIUMcompletenessLack of explicit geometric verification tests
LOWsecurityUse of `sys.path.insert`

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