kwant-quantum-transport

Kwant quantum transport skill for mesoscopic physics, scattering matrix calculations, and nanostructure modeling

509 stars

Best use case

kwant-quantum-transport is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Kwant quantum transport skill for mesoscopic physics, scattering matrix calculations, and nanostructure modeling

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

Manual Installation

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

How kwant-quantum-transport Compares

Feature / Agentkwant-quantum-transportStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Kwant quantum transport skill for mesoscopic physics, scattering matrix calculations, and nanostructure modeling

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

# Kwant Quantum Transport

## Purpose

Provides expert guidance on Kwant quantum transport calculations for mesoscopic systems, including scattering matrix computations and nanostructure modeling.

## Capabilities

- System builder for arbitrary geometries
- Scattering matrix computation
- Landauer-Buttiker formalism
- Tight-binding Hamiltonian construction
- Band structure visualization
- Parallel transport calculations

## Usage Guidelines

1. **System Definition**: Build systems with leads and scattering regions
2. **Hamiltonians**: Define tight-binding Hamiltonians
3. **Scattering**: Compute scattering matrices and conductance
4. **Band Structure**: Calculate and visualize band structures
5. **Parallelization**: Use parallel computing for large systems

## Tools/Libraries

- Kwant
- NumPy
- SciPy

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