elderly-bed-exit-wandering-monitoring-analysis

Detect bed-exit, wandering, and immobility from surveillance video.

Updated May 18, 2026
One-click install
npx skills add https://github.com/smyx-sunjinhui/smyx-open-claw-skills --skill elderly-bed-exit-wandering-monitoring-analysis
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: elderly-bed-exit-wandering-monitoring-analysis
Source: https://github.com/smyx-sunjinhui/smyx-open-claw-skills/tree/main/skills/elderly-bed-exit-wandering-monitoring-analysis
Command: npx skills add https://github.com/smyx-sunjinhui/smyx-open-claw-skills --skill elderly-bed-exit-wandering-monitoring-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests>=2.28.0, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps caregivers detect dangerous nighttime behaviors—such as an elderly person leaving the bed, prolonged wandering, or staying motionless for too long—so they can respond quickly and reduce fall and medical emergency risks.

Core Features & Use Cases

  • Bed-exit detection and abnormal behavior classification: Monitors nighttime activity and identifies abnormal patterns like leaving the bed, aimless wandering, or extended immobility.
  • Temporal analysis and tiered risk alerts: Uses human skeletal tracking and behavioral time-series analysis to determine risk levels without disturbing the person’s rest.
  • Historical report listing (cloud-based): Supports listing historical monitoring reports and generates a clickable Markdown table linking to report pages.

Quick Start

Ask it to analyze your uploaded night monitoring video for abnormal bed-exit and wandering behavior, and it will produce a structured risk assessment and trigger tiered alerts when conditions are met.

Frequently Asked Questions about elderly-bed-exit-wandering-monitoring-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I detect elderly bed-exit and wandering from surveillance video at night?

You can detect elderly bed-exit and wandering by analyzing surveillance video with skeletal tracking and behavioral temporal analysis to classify abnormal nighttime activity and determine risk levels without disturbing sleep.

What is nighttime wandering monitoring and how does temporal analysis assess risk?

Nighttime wandering monitoring identifies prolonged aimless movement using human skeletal tracking and behavioral time-series analysis to generate tiered risk alerts for caregivers assessing elderly safety.

Can I use local video files for bed-exit detection or do I need cloud reporting?

You can use both local video files and URL video inputs for bed-exit detection analysis, while cloud APIs handle the analysis results and provide cloud-based historical monitoring report listing.

Do I need to acquire an open-id for nighttime elderly behavior risk alerts?

Yes, forced open-id acquisition is required to process nighttime surveillance video and generate structured risk assessments with tiered alerts for abnormal elderly behaviors.

What's the best way to monitor nursing home nighttime safety without disturbing sleep?

The best way is applying video analysis with human skeletal tracking to detect abnormal behaviors like bed-exit, prolonged wandering, and extended immobility, generating risk alerts without disturbing rest.

Does bed-exit detection work for independent living safety checks as well as nursing homes?

Yes, bed-exit detection and abnormal behavior classification apply to both nursing home night monitoring and independent living safety checks where risk should be assessed without disturbing sleep.