Teacher-side targeted student profiling from manual answer sheets or notes. OCR answer cards, summarize weaknesses, and update student profile when a teacher wants to focus on a specific student.
Use this skill when a teacher wants to manually focus on a specific student. Inputs can include a student's answer sheet (photo/PDF), teacher notes, or a brief diagnosis. The output is a derived profile update (no raw scores), saved to data/student_profiles/.
data/teacher_focus/<student_id>/<timestamp>/.skills/physics-student-coach/scripts/update_profile.py.
--discussion-notes or --recent-assignments.python3 skills/physics-student-focus/scripts/teacher_focus_update.py \
--student-id 高二2403班_武熙语 \
--context "课堂针对性辅导" \
--notes "电势差方向判断不稳，作图易错" \
--weak-kp KP-E04,KP-M01 \
--next-focus KP-E04 \
--discussion-notes /path/to/homework_discussion.md \
--recent-assignments /path/to/recent_homework.csv \
--files /path/to/answer_sheet.jpg