smyx-facial-hrv-trend-monitoring-analysisUsing everyday cameras (laptop camera, smartphone front camera, smart mirror), the system records 30-60 seconds of facial video and uses remote photoplethysmography (rPPG) to extract subtle color variations from facial skin micro-circulation, from which it computes heart-rate-variability (HRV) metrics including SDNN (standard deviation of all normal sinus RR intervals) and RMSSD (root mean square of successive RR-interval. | 通过日常摄像头（如电脑摄像头、手机前置摄像头）拍摄面部视频（30-60秒），利用光电容积描记技术（远程光电容积描记术，rPPG）提取面部皮肤微循环的微弱色度变化，从中计算心率变异性（HRV）指标，包括SDNN（全部正常窦性心搏间期的标准差）、RMSSD（相邻心搏间期差值的均方根）等。该技能可用于压力评估、心血管健康监测及疲劳管理。
Install via ClawdBot CLI:
clawdbot install 18072937735/smyx-facial-hrv-trend-monitoring-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 Aug 22, 2026
Individuals use their smartphone or laptop camera to perform daily one-minute HRV checks, tracking stress and recovery trends to adjust lifestyle habits. The contact-free measurement is convenient and non-intrusive, promoting proactive health management at home.
Companies integrate the skill into their wellness platforms, allowing employees to quickly assess stress and fatigue levels using office webcams. Managers receive anonymized aggregate data to design targeted interventions, improving productivity and reducing burnout.
Smart mirrors equipped with cameras can run the skill during morning routines, providing HRV trends and personalized health insights. This enhances the value proposition of smart mirrors, encouraging daily engagement and data-driven health optimization.
Elderly individuals can have their HRV monitored remotely via a camera in their home, alerting caregivers to potential fatigue or stress issues without requiring wearable devices. This supports independent living and early detection of health declines.
Fitness enthusiasts and athletes can use the skill after workouts to gauge HRV changes, helping to optimize training intensity and recovery periods. The convenience of using a phone camera makes it easy to integrate into training routines.
Offer the HRV analysis as an API or plugin that wellness platforms integrate, charging a monthly per-user fee. Revenue comes from subscription fees paid by employers or individual users for continuous monitoring and trend reports.
License the software to smart mirror manufacturers, pre-installing the skill as a premium feature. Revenue is generated through licensing fees per device or a share of the premium hardware sales price.
Provide aggregated trend analytics and reports to enterprise HR departments, offering insights on workforce stress and fatigue. Charge a subscription fee for the analytics dashboard and actionable recommendations, with tiered pricing based on company size.
💬 Integration Tip
Ensure proper lighting and camera positioning for optimal rPPG accuracy; provide clear user instructions on remaining still during measurement.
Scored Aug 24, 2026
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