smyx-elderly-medication-compliance-analysisUsing a fixed camera installed above or beside the home medication area, the system monitors the elderly person's full medication process in real time. With pose estimation and object detection, it recognizes three key steps: (1) picking up — hand takes a tablet/capsule out of the pill box; (2) to-mouth — hand brings the medication to the lips; (3) swallowing — throat/jaw movement indicating a swallow. | 通过家庭药箱区域上方或侧方的固定摄像头，实时监测老年人取药、服药的全过程，利用姿态估计和目标检测技术识别以下三个关键步骤：①取药（手从药盒中取出药片/胶囊）、②送入口中（手部将药物送至嘴边）、③吞咽（喉部运动或颈部吞咽动作）。当系统检测到缺步骤（例如取药后未送入口中，或送入口中后无吞咽）时，记录为'未完成服药'，并向家属或护理人员推送提醒。
Install via ClawdBot CLI:
clawdbot install 18072937735/smyx-elderly-medication-compliance-analysisGrade Limited — 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 3, 2026
For elderly individuals with chronic conditions living at home, this skill ensures medication adherence by monitoring the complete medication-taking process and alerting family members if steps are missed, reducing hospitalizations due to missed or wrong doses.
In nursing homes, staff can use this skill to automatically verify that each resident takes their medication correctly, reducing the burden on caregivers and improving compliance tracking across multiple residents.
Community rehabilitation centers can deploy this skill to ensure patients follow their medication schedules during recovery, providing peace of mind and enhancing health outcomes.
Integrate this skill into existing smart home camera systems to offer a comprehensive medication safety feature for families with elderly members, providing real-time alerts and compliance reports.
Families pay a monthly or annual subscription to use the medication compliance monitoring service, including cloud storage of video analysis, real-time alerts, and monthly compliance reports.
Nursing homes, rehab centers, and home care agencies license the skill as part of their care management software, paying per-bed or per-user fees.
Partner with smart camera or elderly care device manufacturers to pre-install the skill as a value-added feature, generating revenue through one-time licensing or per-device royalty.
💬 Integration Tip
Integrate with existing smart home camera systems or elderly care management platforms using the command-line tool, and ensure the camera is positioned to capture the medication area and the elderly person's face and throat region.
Scored May 26, 2026
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