thermal-management

Vehicle and powertrain thermal management system design

509 stars

Best use case

thermal-management is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Vehicle and powertrain thermal management system design

Teams using thermal-management should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/thermal-management/SKILL.md --create-dirs "https://raw.githubusercontent.com/a5c-ai/babysitter/main/library/specializations/domains/science/automotive-engineering/skills/thermal-management/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/thermal-management/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How thermal-management Compares

Feature / Agentthermal-managementStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Vehicle and powertrain thermal management system design

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# Thermal Management Skill

## Purpose
Enable vehicle and powertrain thermal management system design for optimal component temperatures and cabin comfort.

## Capabilities
- 1D thermal system modeling (GT-SUITE, Amesim)
- Heat exchanger sizing
- Coolant circuit design
- HVAC system integration
- Battery thermal management
- Waste heat recovery analysis
- Thermal preconditioning strategy
- Cabin comfort optimization

## Usage Guidelines
- Model thermal system with appropriate fidelity
- Size components for worst-case thermal conditions
- Design coolant circuits for efficient heat transfer
- Integrate HVAC for cabin comfort and battery cooling
- Implement preconditioning for cold climate performance
- Validate thermal performance through testing

## Dependencies
- GT-SUITE
- Amesim
- STAR-CCM+
- CFD tools

## Process Integration
- PTE-001: Battery System Design and Validation
- PTE-002: Electric Drive Unit Development
- PTE-003: Hybrid Powertrain Integration

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