Failure Mode Diagnostic

Triage coating defects to ranked root causes and corrective actions.

Pick one of ten defects (ribbing, orange peel, crawling, pinholes, fish eyes, blooming, hazing, cratering, telegraphing, mottling) plus substrate and process context. Each defect has a hardcoded knowledge table of three causes with prior probabilities summing to 100%, rendered as labelled probability bars with a recommended corrective action under each.