smyx-child-emotion-recognition-analysisUsing fixed cameras (and optional microphones) at home or in kindergartens, AI multimodal analysis recognizes a child's facial expressions (eyebrow/eye shape, mouth-corner curvature), cry-sound features (pitch, frequency, duration), and body-motion amplitude (waving, stomping, curling up) in real time, and jointly identifies the child's typical emotional state: happy, sad, angry, fearful, etc. | 通过家庭或幼儿园内的固定摄像头（及可选麦克风），利用AI多模态分析技术实时分析儿童的面部表情（如眉眼形态、嘴角弧度）、哭声音频特征（音调、频率、持续时间）以及肢体动作幅度（挥手、跺脚、蜷缩等），综合识别出儿童当前的典型情绪状态：快乐、悲伤、愤怒、恐惧等。
Install via ClawdBot CLI:
clawdbot install 18072937735/smyx-child-emotion-recognition-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/face-analysis`Accesses system directories or attempts privilege escalation
/sys/Calls external URL not in known-safe list
https://www.coze.cn/s/1C7uyv2vnck/Audited Apr 17, 2026 · audit v1.0
Generated May 9, 2026
Install cameras in kindergarten classrooms to detect children's negative emotions like crying or anger. When detected, the system sends soothing voice prompts and notifies teachers, ensuring timely emotional care and safety.
Parents set up surveillance in the nursery to monitor for distress, fear, or crying. The system alerts parents' phones and plays calming messages, providing peace of mind when they are away.
Daycare staff use the tool to monitor multiple children simultaneously. Real-time alerts for negative emotions help caregivers intervene early, improving overall child well-being and parent trust.
Caregivers view historical emotion analysis reports via the --list function. This helps identify patterns in a child's emotional state over time, aiding in long-term psychological support.
Parents working remotely can upload surveillance clips or provide URLs to check on their child's emotional state. The tool provides structured reports with risk levels and soothing advice.
Offer tiered monthly or yearly subscriptions for individuals (home) or institutions (kindergartens). Higher tiers include advanced analytics, longer history, and multiple camera support.
Partner with surveillance camera manufacturers to embed the emotion recognition software. Sell cameras with the pre-installed skill as a premium feature.
License the emotion recognition API to B2B clients such as daycare chains or child psychology platforms. They integrate the API into their own systems, paying per API call or a flat annual fee.
💬 Integration Tip
Ensure cameras have clear child face visibility and stable internet; configure the open-id flow carefully to avoid blocking API calls.
Scored Aug 14, 2026
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