Ifriti

StepProof watches an expert complete a manual task and generates a structured step-by-step procedure. It then checks a learner’s attempt, using SAM 3.1 for visual evidence and a Muse model for reasoning, and flags skipped, wrong or out-of-order steps with the frame, the failed rule and a plain-language reason.