aero-cfd

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Vehicle aerodynamics simulation and optimization expertise

MaTriXy By MaTriXy schedule Updated 3/10/2026

name: aero-cfd description: Vehicle aerodynamics simulation and optimization expertise allowed-tools:

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  • Bash metadata: version: "1.0" category: automotive-engineering tags:
    • vehicle-design
    • aerodynamics
    • cfd
    • simulation

Aerodynamics CFD Skill

Purpose

Provide vehicle aerodynamics simulation and optimization expertise for drag reduction, cooling airflow, and wind noise prediction.

Capabilities

  • Full vehicle CFD simulation (Star-CCM+, Fluent)
  • Drag and lift coefficient analysis
  • Underbody flow optimization
  • Cooling airflow management
  • Wind noise prediction
  • Soiling and water management
  • Rotating wheel modeling
  • Active aerodynamics simulation

Usage Guidelines

  • Use appropriate mesh resolution for aerodynamic features
  • Validate CFD against wind tunnel data
  • Optimize underbody for drag reduction
  • Ensure adequate cooling airflow to heat exchangers
  • Predict wind noise sources for NVH improvement
  • Document aerodynamic performance coefficients

Dependencies

  • Star-CCM+
  • ANSYS Fluent
  • PowerFLOW
  • ANSA

Process Integration

  • VSE-001: Vehicle Architecture Definition
  • TVL-001: Vehicle-Level Validation Testing
Install via CLI
npx skills add https://github.com/MaTriXy/babysitter-codex --skill aero-cfd
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