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Elderly Medication Compliance (Pick-up / To-mouth / Swallow) | 老年人服药动作确认（取药/入口/吞咽）

Using 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。

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

2.0k

Updated

Oct 9, 2026

Version

1.0.13

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 2K downloads reported by the source. Last updated 10/9/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 9, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 9, 2026
Adoption signal: 2K downloadsadoption · observed Oct 9, 2026
Latest release: 1.0.13release · observed Sep 28, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17f8q65zg3y98t86jdg1177g583whq8:smyx-elderly-medication-compliance-analysis

Install using `clawhub skill install s17f8q65zg3y98t86jdg1177g583whq8:smyx-elderly-medication-compliance-analysis` in an isolated environment before connecting it to live workloads.
No published capability contract is available yet, so validate auth and request/response behavior manually.
Review the upstream CLAWHUB listing at https://clawhub.ai/18072937735/smyx-elderly-medication-compliance-analysis before using production credentials.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-18072937735-smyx-elderly-medication-compliance-analysis/snapshot"

Documentation

CLAWHUB

153,393 characters of source documentation, loaded on request.

Extracted files

5 files captured from the source.

SKILL.md

---
name: "smyx-elderly-medication-compliance-analysis"
description: "Using 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。"
version: "1.0.15"
license: "MIT-0"
---

# 💊 Elderly Medication Compliance (Pick-up / To-mouth / Swallow) | 老年人服药动作确认（取药/入口/吞咽）
> **智能分析中枢** · 图片/视频智能分析 · 结构化报告 · 历史报告云端查询

---

## 🧭 技能概览 | Overview

| 模块 | 内容 |
|---|---|
| 🏷️ 技能名称 | **老年人服药动作确认（取药/入口/吞咽）** |
| 🎯 核心目标 | 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。 |
| 🖼️ 输入类型 | 图片、视频、本地文件、网络 URL |
| 📝 输出能力 | 结构化分析报告、识别/监测结果、建议与报告链接 |
| 🧩 场景码 | `SMYX_ELDERLY_MEDICATION_COMPLIANCE_ANALYSIS` |

Using 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. When a step is missing (e.g., picked up but not brought to mouth, or brought to mouth but no swallow), the case is recorded as 'medication not completed' and an alert is pushed to family members or caregivers. This skill helps ensure chronic-disease elders take medication on time and in the right dose, preventing missed or wrong doses. Application scenarios: chronic-disease elder households, nursing homes, community rehab centers. The system auto-runs at scheduled medication times and generates compliance reports after each session. Skill features: missed/wrong doses are a major cause of poor chronic-disease control and ER visits among elders. AI verification of pick-up / to-mouth / swallow greatly improves medication safety and reduces medical cost. Can be integrated into smart-home cameras or elderly-care management systems as a key tool for chronic-disease management.

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。该技能有助于确保慢性病老人按时按量服药，防止漏服或错服。应用场景：老年慢性病家庭、养老院、社区康复中心。系统在设定的服药时间点自动开启监测，完成服药后生成依从性报告。技能特点：老年人漏服或错服药物是导致慢性病控制不佳和急诊入院的重要原因。通过AI自动确认取药、入口、吞咽三个步骤，可大幅提高用药安全性，降低医疗成本。该技能可集成到智能家居摄像头或养老管理系统中，成为慢性病管理的关键工具。

## 🤖 AI 角色 | AI Role
| 角色要点 | 说明 |
|---|---|
| 说明 1 | **假设你是一个专业的老年人用药安全 AI。你的任务是分析药箱区域固定摄像头的实时视频，检测老年人服药的完整动作流

_meta.json

{
  "ownerId": "kn7e2caqj7pnsvr9r7t8zenghs83xw7n",
  "slug": "smyx-elderly-medication-compliance-analysis",
  "version": "1.0.13",
  "publishedAt": 1790583265737
}

references/api_doc.md

# API 接口文档

此处用于存放老年人服药动作确认（取药/入口/吞咽）API 的接口文档，待后续补充。

## 接口规范

- 基础地址：由 smyx_common 配置统一管理
- 认证方式：API Key 鉴权
- 响应格式：JSON

## 主要接口

1. `/web/health-analysis/v2/start-health-analysis` - 启动老年人服药动作依从性分析任务
2. `/web/health-analysis/v2/get-health-analysis-result` - 获取分析结果与依从性判断
3. `/web/health-analysis/page-health-analysis-result` - 分页查询历史用药依从性记录
4. `/health/order/api/getReportDetailExport?id={id}` - 导出完整报告

## 场景代码

- `SMYX_ELDERLY_MEDICATION_COMPLIANCE_ANALYSIS` - 老年人服药动作确认（取药/入口/吞咽）

## 输入约束

- 摄像头建议安装于药箱上方或侧方，能同时拍摄到药盒、双手及口部/颈部
- 24 小时全天候采集（建议覆盖每日服药时间窗口）
- 视频帧率建议 ≥ 15 FPS，确保手部 + 吞咽动作捕捉

## 三大关键步骤

- `step_1_pick_up` - 取药：手从药盒中取出药片/胶囊
- `step_2_to_mouth` - 送入口中：手部将药物送至嘴边（接触口唇区域）
- `step_3_swallow` - 吞咽：颈部喉结运动或下颌运动

## 依从性判定

- `completed` - 三步全部完成（按时按量服药）
- `partial_pickup_only` - 仅完成取药，未送入口中
- `partial_no_swallow` - 取药 + 入口完成，但未观察到吞咽
- `not_observed` - 在服药时间窗口内未检测到服药动作
- `unknown` - 关键步骤检测置信度偏低

## 输出字段（参考）

- `person_detected` - 是否检测到老人
- `step_1_pick_up_detected` - 是否检测到取药动作（+ 时间戳）
- `step_2_to_mouth_detected` - 是否检测到送入口中动作（+ 时间戳）
- `step_3_swallow_detected` - 是否检测到吞咽动作（+ 时间戳）
- `compliance_status` - 依从性状态（completed / partial_pickup_only / partial_no_swallow / not_observed / unknown）
- `missed_step` - 缺失的步骤（若有）
- `confidence` - 整体判定置信度
- `event_time` - 事件时间戳
- `snapshot_url` - 现场快照 URL
- `alert_message` - 提醒文本（如"宝奶奶在 08:00 取药后未观察到吞咽，请家人确认"）

> 仅输出基于视觉的服药动作步骤检测与依从性判断，不提供医疗建议（如药量调整、用药方案变更）。

skills/smyx_analysis/references/api_doc.md

# API接口文档

## 接口规范

- 基础地址：由 smyx_common 配置统一管理
- 认证方式：API Key 鉴权
- 请求格式：支持文件上传
- 响应格式：JSON

## 错误码说明

| 错误码 | 说明       |
|-----|----------|
| 400 | 请求参数错误   |
| 401 | API密钥无效  |
| 403 | 权限不足     |
| 413 | 文件过大     |
| 415 | 不支持的文件格式 |
| 500 | 服务器内部错误  |

scripts/config.yaml

{}

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