Analyze chaotic systems and emergence
mfe-emergenceskillsetup L1★64
Tibsfox/gsd-skill-creator ↗What it does
Analyze chaos, fractals, neural networks
Best for
Analyzing chaos, bifurcations, fractals, and emergent behavior in nonlinear dynamical systems with quantified complexity metrics.
Inputs
- · dynamical system
- · parameter range
Outputs
- · Lyapunov exponent, bifurcation classification
Preconditions
- · System defined as ODE or discrete map
- · Initial conditions given
Failure modes
- · Lyapunov exponent diverges
- · Fractal dimension non-integer
Trust signals
- · Lyapunov exponent
- · period-doubling bifurcations
- · fractal self-similarity