U-AutoClaw Teacher Grading Pipeline / 教师批改流水线

Design or implement a bilingual lightweight teacher grading pipeline for K12 paper exams and homework. Use when the user discusses or asks to build workflows involving scanners, document cameras, mobile scanning apps, RFID/QR divider pages, teacher-provided answer keys, AI OCR/vision APIs, dual-provider verification, local deterministic scoring, teacher/student memory archives, Excel/Web/PDF reports, printable feedback, or HermesDesktop/OpenClaw skills for grading, marking, reviewing, exam analysis, wrong-question collection, and class learning analytics. 设计或实现中小学纸质试卷/作业批改流水线：高拍仪/扫描仪/手机扫描、RFID/二维码分隔页、教师标准答案、大厂 OCR/视觉接口、双接口校验、本地判分、教师与学生记忆库、成绩表、Web 可视化、PDF 打印报告、错题归集和班级学情分析。

by @addogiavara-tech·MIT-0