SharathSPhD

attractor-flow

Monitor and steer multi-agent Claude Code trajectories using dynamical systems theory. Computes finite-time Lyapunov exponents (FTLE) over semantic embedding sequences to classify agent trajectory regimes (CONVERGING / CYCLING / EXPLORING / DIVERGING / STUCK / OSCILLATING / PLATEAU) and prescribe interventions before tasks derail.