Cut-Open Engine Oil-Filter Pleat Metallic-Glitter & Bearing-Debris Triage Scanner

Deterministic Specular metallic glint detection against matte cellulose background + HSV copper/brass vs silver-alloy vs black-RTV/carbon particle size histogram engine (.jpg, .heic, .dng, .pdf) built for Lycoming / Rotax, Mann-Filter, Mahle, Blackstone Labs Alt — zero-upload ephemeral Wasm RAM execution.

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