About this skill

Parents often notice slumping, phone checking, or slow task starts, but lack a reviewable behavioral record. study-analysis takes a local video or public URL, sends it to a cloud API, and returns a structured report for home education reference.

How It Works

Input: supports mp4/avi/mov up to 10MB; local paths or public URL values can be used, with the API downloading remote files.
Behavior dimensions: posture, focus, distraction, fidgeting, procrastination, help dependence, copying behavior, and overlong study sessions.
Output: detection/monitoring results, risk levels, home education suggestions, and report links; historical lists are read from the cloud endpoint via --list, not local memory.
Execution: run scripts/study_analysis.py from the skill root, choosing comprehensive, focus, posture, habit, or risk.

Boundaries and Notes

This is a behavior-analysis reference, not a diagnosis by a teacher or psychologist. Identity parameters are handled internally; users should not enter phone numbers, usernames, or similar identifiers. Transmission uses HTTPS/TLS, and original videos are stated to be deleted after the task. Seek professional help for serious learning difficulties.

Screenshots

Use Cases

Parents upload homework videos to check for phone use, slumping, and distraction.
Education operations staff turn submitted study videos into structured behavior reports.
Family education consultants explain risk levels using posture, focus, and procrastination data.
Users query the cloud history list and review past reports by link.

Best For

Parents who need to review homework videos and assess distraction
Family education consultants focused on posture correction and study habits
Education operations staff who need study behavior videos turned into reports
Education product engineers who need to query cloud learning report lists

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