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Babysitter aero-cfd

Vehicle aerodynamics simulation and optimization expertise

install
source · Clone the upstream repo
git clone https://github.com/a5c-ai/babysitter
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/a5c-ai/babysitter "$T" && mkdir -p ~/.claude/skills && cp -r "$T/library/specializations/domains/science/automotive-engineering/skills/aero-cfd" ~/.claude/skills/a5c-ai-babysitter-aero-cfd && rm -rf "$T"
manifest: library/specializations/domains/science/automotive-engineering/skills/aero-cfd/SKILL.md
tags
#aerodynamics#cfd#vehicle-design#simulation#wind-tunnel#optimization
source content

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