Aerodynamics CFD Skill

SkillDev tools

Vehicle aerodynamics simulation and optimization expertise

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Aerodynamics CFD Skill skill

What this skill tells your AI

The instructions your AI receives, as published by a5c-ai/babysitter in library/specializations/domains/science/automotive-engineering/skills/aero-cfd/SKILL.md and read by ahel’s review.

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

Signals

GitHub stars
2k
Forks
112
Last commit
Sep 2026
Advanced
Item type
skill
Key
aero-cfd
Source
github.com/a5c-ai/babysitter