smyx-child-focus-analysis-analysisUsing the camera built into a smart desk lamp or a tabletop camera, the system analyzes video of the child's study area in real time, detecting behavioral indicators such as face orientation (whether it deviates from the book/screen), eye gaze direction, and fidgeting hand actions (playing with a pen, touching the face, fiddling with objects), and computes a per-minute focus score (0-100) while recording distraction periods. The skill helps parents and teachers understand the child's learning state and optimize study habits. Application scenarios: smart study lamps, home study rooms, classrooms. The system monitors in real time, generates focus reports, and pushes alerts when focus stays persistently low. Skill features: improve learning efficiency. | 通过智能台灯内置摄像头或桌面摄像头,实时分析儿童学习区域的视频,检测面部朝向(是否偏离书本/屏幕)、眼部注视方向、手部小动作(玩笔、摸脸、摆弄物品)等行为指标,计算每分钟专注得分(0-100分),并记录走神时段。该技能可帮助家长和教师了解儿童学习状态,优化学习习惯。应用场景:智能学习台灯、家庭书房、教室。系统实时监测,生成专注度报告,当专注度持续偏低时推送提醒。技能特点:提升学习效率。
Install via ClawdBot CLI:
clawdbot install smyx-sunjinhui/smyx-child-focus-analysis-analysisGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://your-api-server.com/api/v1/common-analysis`Accesses system directories or attempts privilege escalation
/sys/Calls external URL not in known-safe list
https://example.com/report?id=xxxAudited May 26, 2026 · audit v1.0
Generated Sep 23, 2026
A smart desk lamp with an integrated camera continuously monitors the child's study area, detecting face orientation, gaze direction, and hand fidgets. It computes a per-minute focus score and triggers a gentle alert when focus remains low, helping parents understand and improve study habits.
Parents set up a tabletop camera in the child's study room to record study sessions. The skill analyzes the video to produce distraction reports and focus trends, allowing parents to review the child's learning state after each session.
Teachers use cameras in classrooms to monitor students' attention during lessons or independent work. The skill generates aggregate focus scores and identifies distraction periods, enabling teachers to adjust teaching pace or provide individual support.
During online classes or remote tutoring, a webcam analyzes the child's engagement in real time. The system pushes alerts to parents or tutors when attention drops, facilitating timely intervention and maintaining learning efficiency.
Specialized training centers use the skill to assess and track children's attention spans during cognitive exercises. Detailed focus reports help trainers design personalized attention-building programs and measure progress over time.
Sell smart desk lamps with built-in cameras at a premium, bundled with a monthly subscription for cloud-based focus analysis, historical reports, and real-time alerts. The hardware provides the data source while the subscription ensures recurring revenue.
Offer a cloud-based platform to schools and tutoring centers where video feeds from existing cameras are analyzed by the skill. Schools pay per classroom or per student, gaining access to dashboards, reports, and API integrations.
Provide the focus analysis skill as an API that third-party edtech apps, learning management systems, or hardware makers can integrate. Developers pay based on usage (e.g., per minute of video analyzed), enabling broad adoption.
💬 Integration Tip
Ensure videos are clear and well-lit with the child's face and study area visible; handle privacy compliance by storing only derived focus metrics, not raw video.
Scored Aug 16, 2026
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