What problem does it solve? Quality engineers in regulated manufacturing (FDA, IATF 16949, AS9100) face complex non-conformance investigations, CAPA management, and SPC interpretation where mistakes create audit findings and regulatory risk. This Skill codifies 15+ years of senior quality engineering expertise into structured guidance for the full NCR lifecycle. ## Core Features & Use Cases - NCR Lifecycle Management: Guides identification, containment, documentation, MRB disposition (use-as-is, rework, repair, RTV, scrap), and closure per FDA 21 CFR 820.90 and IATF 16949 §8.7. - Root Cause Analysis & CAPA: Applies 5 Whys, Ishikawa, Fault Tree Analysis, and 8D methodology with red-flag detection for superficial investigations, plus CAPA effectiveness verification criteria. - SPC & Supplier Quality: Interprets control charts, Western Electric rules, capability indices (Cp/Cpk/Ppk), AQL sampling plans, and manages supplier escalation from SCAR through ASL removal. - Use Case: A lot of 10,000 molded components fails AQL sampling on a critical dimension. The Skill walks you through containment, supplier notification, tooling-wear root cause investigation, skip-lot suspension, and SCAR issuance. ## Quick Start Ask the assistant to investigate a non-conformance, for example by describing a failed incoming inspection lot and requesting a full NCR disposition and root cause analysis plan.