Free SKILL.md scraped from GitHub. Clone the repo or copy the file directly into your Claude Code skills directory.
npx versuz@latest install a5c-ai-babysitter-library-specializations-domains-science-physics-skills-monte-cargit clone https://github.com/a5c-ai/babysitter.gitcp babysitter/SKILL.MD ~/.claude/skills/a5c-ai-babysitter-library-specializations-domains-science-physics-skills-monte-car/SKILL.md---
name: monte-carlo-physics-simulator
description: Monte Carlo simulation skill for statistical physics, particle transport, and stochastic processes
allowed-tools:
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metadata:
version: "1.0"
category: physics
tags:
- monte-carlo
- statistical-physics
- particle-transport
- stochastic
---
# Monte Carlo Physics Simulator Skill
## Purpose
Provide Monte Carlo simulation capabilities for statistical physics, particle transport, and stochastic processes in physics applications.
## Capabilities
- Metropolis algorithm implementation
- Wang-Landau sampling
- Parallel tempering coordination
- Variance reduction techniques
- Autocorrelation analysis
- Error estimation and jackknife/bootstrap
## Usage Guidelines
- Choose appropriate sampling algorithms for the problem
- Implement variance reduction for rare events
- Monitor autocorrelation for independent samples
- Use proper error estimation techniques
## Dependencies
- Custom MC codes
- OpenMC
- Geant4
## Process Integration
- Monte Carlo Simulation Implementation
- Statistical Analysis Pipeline
- Monte Carlo Event Generation