Function policy 

pub fn policy(params: &StabilityParameters, max_attempts: usize) -> Policy

Build an [srbn::Policy] from SDK stability parameters.

The single descent tolerance rho_gate becomes the kernel’s min_descent, and the energy tolerance becomes the kernel’s score_tolerance. Descent is required and a stall stops the loop, producing a Stopped status that the SDK maps to a residual-certificate path.