Classification ($2 \times 2$ System)
Node: $\lambda_1, \lambda_2$ both real, same sign
Saddle: $\lambda_1 > 0$, $\lambda_2 < 0$ (different signs)
Focus/Spiral: Complex $\lambda = a \pm bi$ ($b \neq 0$)
Center: Pure imaginary $\lambda = \pm bi$
Stability
Stable (sink): $\text{Re}(\lambda) < 0$
Unstable (source): $\text{Re}(\lambda) > 0$
Marginally stable: $\text{Re}(\lambda) = 0$