robustness-check

What problem does it solve?

This Skill provides systematic robustness analysis for models by evaluating sensitivity to parameter perturbations, stability of equilibria, and reliability under uncertainty.

Core Features & Use Cases

• Tornado Diagram: identify parameters with the largest impact on outputs.
• Phase Plane Analysis: visualize vector fields, equilibria, and trajectories for dynamical systems.
• Monte Carlo Robustness: quantify outcome variability under random parameter perturbations.
• Use Case: verify that a climate- or economy-model remains stable when inputs vary within plausible ranges and prepare sensitivity reports for review.

Quick Start

Run robustness_check on your model with a base parameter set to generate sensitivity, phase-plane plots, and robustness statistics; review outputs in results/robustness/.