harrymunro

Vibe Modelling Skill — AI skill for Claude Code

AI community

Agent skill for building discrete-event simulations with SimPy and AI.

How to install Vibe Modelling Skill

This entry records only its repository, not the path inside it, so there is no exact command to give. Open harrymunro/vibe-modelling-skill and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Vibe Modelling Skill does

Agent skill for building discrete-event simulations with SimPy and AI. Based on Vibe Modelling: Build Digital Twins and Simulations with AI.

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README

🤖 Vibe Modelling Skill 🏭

**Turn your AI Agent into an Expert Simulation Modeller.** An open-standard skill for building discrete-event simulations using SimPy and AI.

[![Agent Skills](https://img.shields.io/badge/Standard-Agent_Skills-blue?style=for-the-badge)](https://agentskills.io) [![Python 3.8+](https://img.shields.io/badge/python-3.8+-blue.svg?style=for-the-badge)](https://www.python.org/downloads/) [![SimPy](https://img.shields.io/badge/SimPy-Simulation-orange?style=for-the-badge)](https://simpy.readthedocs.io/) [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg?style=for-the-badge)](https://opensource.org/licenses/MIT)

*Based on the book [Vibe Modelling: Build Digital Twins and Simulations with AI](https://a.co/d/0iKdgqba) by Harry Munro.*

🌟 Overview

The **Vibe Modelling Skill** is designed to give AI coding agents (like Claude Code, Gemini CLI, or GitHub Copilot) the specialized knowledge needed to build robust, discrete-event simulations using **SimPy**.

Instead of generating messy, unstructured scripts, this skill forces the agent to follow a strict **6-step AI Modelling and Simulation Process**. It transforms vague business problems into structured conceptual models, and ultimately into working Python code with what-if analysis built-in.

🎯 Why use this skill?

Zero-Code Simulation: Build complex operational digital twins simply by describing your business problem.
Structured Methodology: Incorporates the OSVC Framework (Objective, Scope, Variables, Constraints) to prevent hallucinations and scope creep.
Three Bricks Paradigm: Ensures the AI correctly identifies Entities, Resources, and Processes before writing a single line of code.
Autonomous Execution: Generates clean, modular SimPy code with Matplotlib visualisations and runs it locally using terminal tools.