Skill

advanced-pid-mpc

Use when designing or tuning control loops beyond a single PID — cascade (current/velocity/position) architectures, feedforward (gravity, Stribeck friction), gain scheduling, LQR, and Model Predictive Control. Provides bandwidth-separation rules, discretization-correct implementations, worked cartpo

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