We hypothesize that if the pipeline is correctly calibrated, it will independently recover the published structural signature of KP-10 without prior knowledge of it: specifically, sequence validation should pass cleanly, and conformational sampling should converge on the canonical β-turn motif in the C-terminal region that governs KIS1R receptor binding.