spinw-magnetic-simulator

SpinW spin wave simulation skill for magnetic materials, magnon dispersions, and neutron scattering analysis

509 stars

Best use case

spinw-magnetic-simulator is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

SpinW spin wave simulation skill for magnetic materials, magnon dispersions, and neutron scattering analysis

Teams using spinw-magnetic-simulator 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/spinw-magnetic-simulator/SKILL.md --create-dirs "https://raw.githubusercontent.com/a5c-ai/babysitter/main/library/specializations/domains/science/physics/skills/spinw-magnetic-simulator/SKILL.md"

Manual Installation

Download SKILL.md from GitHub
Place it in .claude/skills/spinw-magnetic-simulator/SKILL.md inside your project
Restart your AI agent — it will auto-discover the skill

How spinw-magnetic-simulator Compares

Feature / Agent	spinw-magnetic-simulator	Standard Approach
Platform Support	Not specified	Limited / Varies
Context Awareness	High	Baseline
Installation Complexity	Unknown	N/A

Frequently Asked Questions

What does this skill do?

SpinW spin wave simulation skill for magnetic materials, magnon dispersions, and neutron scattering analysis

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

# SpinW Magnetic Simulator

## Purpose

Provides expert guidance on SpinW spin wave calculations for magnetic materials, including magnon dispersions and neutron scattering cross-sections.

## Capabilities

- Magnetic structure definition
- Exchange coupling parameterization
- Linear spin wave theory calculations
- Neutron scattering cross-section computation
- Magnetic phase diagram exploration
- Powder averaging

## Usage Guidelines

1. **Structure Definition**: Define magnetic crystal structures
2. **Exchange Couplings**: Parameterize exchange interactions
3. **Spin Wave Theory**: Calculate magnon dispersions
4. **Neutron Scattering**: Compute cross-sections for comparison with experiments
5. **Phase Diagrams**: Explore magnetic phase transitions

## Tools/Libraries

- SpinW (MATLAB)
- magnopy