What is a Causal Loop Diagram (CLD)?

A CLD is a visual representation used in systems thinking to show how different variables in a system affect one another through positive and negative feedback loops.

Does it support time-delayed effects?

Yes, it includes specialized declarations for delays, allowing you to model lags between cause and effect, such as R&D investment taking time to impact product quality.

Can I export my models to other software?

Yes, the skill supports exporting models to standard Vensim (.mdl) formats, making it compatible with industry-standard system dynamics tools.

Can I identify growth and stabilization patterns?

Yes, the skill automatically identifies Reinforcing (R) loops that drive exponential growth or collapse and Balancing (B) loops that seek equilibrium.

How does this skill handle mathematical simulation?

It utilizes Lotka-Volterra semantics to translate causal relationships into Ordinary Differential Equations (ODEs), allowing for quantitative dynamic simulation of qualitative models.

CatColab Causal Loop Systems Dynamics

Name: CatColab Causal Loop Systems Dynamics
Author: plurigrid

byplurigrid

•

Data Science & ML

Models complex feedback systems and strategic dynamics using reinforcing and balancing loops with Lotka-Volterra semantics.

This skill integrates Causal Loop Diagram (CLD) modeling into the Claude environment, allowing users to map variables, define positive and negative causal links, and identify feedback loops. Grounded in mathematical double theory and Lotka-Volterra differential equations, it enables sophisticated systems thinking, policy analysis, and strategic simulation for complex domains like market dynamics, ecology, and organizational behavior. It provides a structured framework for identifying high-leverage intervention points and predicting system behavior over time.

Key Features

017 GitHub stars

02Identify reinforcing (R) and balancing (B) feedback loops automatically

03Define polarized causal links between system variables

04Generate Lotka-Volterra ODEs for dynamic system simulation

05Model time-based delays and indeterminate influences

06Export diagrams to Vensim format for professional workflows

Use Cases

01Analyzing ecological or population dynamics using predator-prey semantics

02Identifying high-leverage intervention points in complex organizational workflows

03Strategic planning for market growth and competitive analysis

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add plurigrid/asi catcolab-causal-loop

For use in Claude.ai and ChatGPT

Download Skill