smyx-anxiety-behavior-recognition-analysisUsing a fixed camera at home or in the office, the system analyzes daily videos of an individual (e.g., adult, adolescent) and detects anxiety-related behaviors: hand rubbing (repeated rubbing of both hands), nail biting (hand approaching mouth with biting motion), and pacing (repeated back-and-forth walking in a small area). | 通过家庭或办公室的固定摄像头,分析个体(如成人、青少年)的日常行为视频,检测手部搓揉(双手反复摩擦)、指甲啃咬(手部靠近嘴部并有啃咬动作)、来回踱步(在狭小区域内反复折返行走)等焦虑相关行为。系统实时监测,当焦虑行为指数超过阈值时推送提醒(如'您今日焦虑行为较多,建议进行放松练习')。
Install via ClawdBot CLI:
clawdbot install smyx-sunjinhui/smyx-anxiety-behavior-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/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 27, 2026 · audit v1.0
Generated Sep 7, 2026
An individual uses a fixed smart-home camera to monitor their own anxiety-related behaviors like hand-rubbing, nail-biting, and pacing throughout the day. The system provides real-time feedback and alerts when anxiety behavior index exceeds a threshold, promoting self-awareness and stress management.
Companies deploy cameras in common areas or individual workstations to monitor employee stress indicators (with consent) and provide anonymous aggregated feedback. Employers can offer targeted wellness resources or adjust workloads when high anxiety levels are detected, fostering a healthier work environment.
Mental health counselors use the skill during virtual or in-person sessions to objectively track clients' anxiety behaviors. The quantitative data on behavior frequency and trends assists in evaluating intervention effectiveness and adjusting therapy plans over time.
Schools install fixed cameras in designated areas to monitor students for anxiety indicators (with parental consent). The system helps identify students who may need additional support, enabling early intervention by school counselors.
Family members use smart home cameras to monitor elderly relatives for signs of anxiety, especially those living alone. The system provides alerts to caregivers, enabling timely check-ins and reducing the risk of severe anxiety episodes.
Integrate the skill into a mobile app that offers daily monitoring, historical reports, and personalized recommendations. Users pay a monthly or annual fee to access advanced analytics, long-term trends, and professional guidance.
License the technology to corporations as part of an employee wellness suite. Companies pay a per-employee fee to offer stress monitoring and wellness resources, reducing burnout and improving productivity.
Partner with smart camera manufacturers to embed the recognition feature directly into their devices. Revenue comes from hardware markup and cloud service fees for processing and storing video analytics.
💬 Integration Tip
Ensure compliance with privacy regulations (e.g., GDPR, HIPAA) and obtain clear user consent for video analysis. For business deployments, provide anonymized aggregate reports to avoid identifying individuals unless necessary for safety.
Scored Sep 7, 2026
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