# Monte Carlo Physics Simulator

> Monte Carlo simulation skill for statistical physics, particle transport, and stochastic processes

- Skill: `a5c-ai/monte-carlo-physics-simulator` (Agent Skill)
- Install (CLI): `npx skillmds@latest add a5c-ai/monte-carlo-physics-simulator`
- Raw SKILL.md: https://api.skillmd.com/api/skills/a5c-ai/monte-carlo-physics-simulator/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: a5c-ai (https://skillmd.com/u/a5c-ai)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/a5c-ai/monte-carlo-physics-simulator

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# 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