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Living-Alone Sleep Rhythm Anomaly Analysis | 独居者作息规律异常分析

Using a fixed camera in the living room or bedroom of a person living alone, the system continuously analyzes night video (typically 22:00-06:00) to detect lights-off time (when light sources turn off) and early-morning activity (human movement or body motion between 0-6 AM). It builds a personal historical baseline (e.g., average lights-off time and early-morning activity frequency over the past 7-14 days). | 通过家庭客厅或卧室固定摄像头，夜间（通常指22:00-6:00）连续分析视频，检测熄灯时间（光源关闭的时刻）、凌晨活动（0-6点期间的人体移动或肢体动作）。建立个人历史基线（如过去7-14天的平均熄灯时间和凌晨活动频率），当当前熄灯时间比基线延迟超过2小时，或凌晨活动频次显著增加（如超出基线2个标准差）时，输出'作息规律异常'提醒。

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Rank

Safety

Downloads

2.0k

Updated

Oct 9, 2026

Version

1.0.12

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: 1.0.12release · observed Sep 30, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17f8q65zg3y98t86jdg1177g583whq8:smyx-living-alone-rhythm-anomaly-analysis

Install using `clawhub skill install s17f8q65zg3y98t86jdg1177g583whq8:smyx-living-alone-rhythm-anomaly-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-living-alone-rhythm-anomaly-analysis before using production credentials.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-18072937735-smyx-living-alone-rhythm-anomaly-analysis/snapshot"

Documentation

CLAWHUB

160,000 characters of source documentation, loaded on request.

Extracted files

5 files captured from the source.

SKILL.md

---
name: "smyx-living-alone-rhythm-anomaly-analysis"
description: "Using a fixed camera in the living room or bedroom of a person living alone, the system continuously analyzes night video (typically 22:00-06:00) to detect lights-off time (when light sources turn off) and early-morning activity (human movement or body motion between 0-6 AM). It builds a personal historical baseline (e.g., average lights-off time and early-morning activity frequency over the past 7-14 days). | 通过家庭客厅或卧室固定摄像头，夜间（通常指22:00-6:00）连续分析视频，检测熄灯时间（光源关闭的时刻）、凌晨活动（0-6点期间的人体移动或肢体动作）。建立个人历史基线（如过去7-14天的平均熄灯时间和凌晨活动频率），当当前熄灯时间比基线延迟超过2小时，或凌晨活动频次显著增加（如超出基线2个标准差）时，输出'作息规律异常'提醒。"
version: "1.0.18"
license: "MIT-0"
---

# 🏠 Living-Alone Sleep Rhythm Anomaly Analysis | 独居者作息规律异常分析
> **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 | **独居者作息规律异常分析** |
| 🎯 核心目标 | 通过家庭客厅或卧室固定摄像头，夜间（通常指22:00-6:00）连续分析视频，检测熄灯时间（光源关闭的时刻）、凌晨活动（0-6点期间的人体移动或肢体动作）。建立个人历史基线（如过去7-14天的平均熄灯时间和凌晨活动频率），当当前熄灯时间比基线延迟超过2小时，或凌晨活动频次显著增加（如超出基线2个标准差）时，输出'作息规律异常'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_LIVING_ALONE_RHYTHM_ANOMALY_ANALYSIS` |

Using a fixed camera in the living room or bedroom of a person living alone, the system continuously analyzes night video (typically 22:00-06:00) to detect lights-off time (when light sources turn off) and early-morning activity (human movement or body motion between 0-6 AM). It builds a personal historical baseline (e.g., average lights-off time and early-morning activity frequency over the past 7-14 days). When the current lights-off time is delayed more than 2 hours beyond the baseline, or early-morning activity frequency rises significantly (e.g., > baseline mean + 2 standard deviations), it outputs a 'rhythm anomaly' reminder. This helps family members or community workers monitor the sleep health of the person living alone and detect potential physiological or psychological issues (insomnia, anxiety, nocturnal delirium, etc.). Application scenarios: homes of elderly people living alone, single apartments, remote-care services. The system generates daily rhythm reports; when significant anomalies appear, it pushes reminders via the app, recommending family members or community-grid workers to call and check in. Skill features: disrupted sleep rhythm may be an early signal of physical illness (pain, increased nocturia) or mental issues (depression, anxiety). AI-based automatic analysis helps families spot anomalies early and proactively reach out, preventing condition deterioration. Can be integrated into home-care cameras or community grid-management platforms to enhance the safety and health support for people living alone.

通过家庭客厅或卧室固定摄像头，夜间（通常指22:00-6:00）连续分析视频，检测熄灯时间（光源关闭的时刻）、凌晨活动（0-6点期间的人体移动或肢体动作）。建立个人历史基线（如过去7-14天的平均熄灯时间和凌晨活动频率），当当前熄灯时间比基线延迟超过2小时，或凌晨活动频次显著增加（如超出基线2个标准差）时，输出'作息规律异常'提醒。该技能可辅助家属或社区人员关注独居者的睡眠健康，及时发现潜在的生理或心理问题（如失眠、焦虑、夜间谵妄等）。应用场景：独居老人家庭、单身公寓、远程照护服务。系统每日生成作息报

_meta.json

{
  "ownerId": "kn7e2caqj7pnsvr9r7t8zenghs83xw7n",
  "slug": "smyx-living-alone-rhythm-anomaly-analysis",
  "version": "1.0.12",
  "publishedAt": 1790796276737
}

references/api_doc.md

# API 接口文档

此处用于存放独居者作息规律异常分析 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` - 启动独居者作息规律异常分析任务
2. `/web/health-analysis/v2/get-health-analysis-result` - 获取作息分析结果
3. `/web/health-analysis/page-health-analysis-result` - 分页查询历史作息记录
4. `/health/order/api/getReportDetailExport?id={id}` - 导出完整报告

## 场景代码

- `SMYX_LIVING_ALONE_RHYTHM_ANOMALY_ANALYSIS` - 独居者作息规律异常分析

## 输入约束

- 摄像头：家庭客厅或卧室固定摄像头，覆盖独居者夜间主要活动区域
- **必须支持低光/红外/微光夜视模式**，能在熄灯后继续采集人体活动
- 视频时段建议覆盖 22:00 - 次日 06:00 完整夜间
- 帧率 ≥ 5 FPS（人体活动检测无需高帧率）
- 隐私敏感场景应做马赛克处理（仅识别人体轮廓即可）

## 关键观测信号

- `lights_off_time` - 当晚熄灯时间（本地时间，HH:MM）
- `lights_off_brightness_delta` - 熄灯时画面亮度突降幅度
- `presence_in_bed_after_lights_off_sec` - 熄灯后留在床上的时长（秒）
- `early_morning_motion_count` - 0-6 点期间人体活动事件次数
- `early_morning_motion_duration_sec` - 0-6 点期间累计活动时长（秒）
- `total_dark_motion_events` - 全夜熄灯后总活动次数

## 历史基线字段

- `baseline_window_days` - 基线时间窗口（默认 7-14 天）
- `baseline_lights_off_time_avg` - 历史平均熄灯时间
- `baseline_early_morning_motion_avg` - 历史平均凌晨活动次数
- `baseline_early_morning_motion_std` - 历史凌晨活动次数标准差

## 默认异常阈值（可由调用方覆盖）

- 熄灯延迟阈值：当晚熄灯时间 比基线晚 **> 2 小时**
- 凌晨活动异常阈值：凌晨活动次数 **超过基线均值 + 2 × 标准差**
- 持续天数阈值：异常连续出现 **≥ 2 天** 才推送家属（避免单次偶发）

## 异常类型

- `late_lights_off` - 熄灯显著延迟
- `frequent_early_morning_motion` - 凌晨活动频次显著增多
- `prolonged_dark_motion` - 凌晨累计活动时长过长
- `combined_rhythm_disruption` - 多项异常同时出现（更高优先级）

## 输出字段（参考）

- `subject_detected` - 是否检测到独居者
- `current_metrics` - 当晚作息指标（lights_off_time / early_morning_motion_count / early_morning_motion_duration_sec）
- `baseline_metrics` - 历史基线指标（baseline_lights_off_time_avg / baseline_early_morning_motion_avg / baseline_early_morning_motion_std）
- `deviation` - 当晚相对基线的偏差（delta_lights_off_hours / motion_z_score）
- `anomaly_type` - 异常类型
- `anomaly_continuous_days` - 异常连续天数
- `alert_level` - 提醒级别（notice / warning / urgent）
- `alert_message` - 推送给家属的文本（如"老人近 3 晚平均凌晨 2 点才熄灯，且凌晨活动次数从 1.2 上升至 5 次，建议电话关心是否睡眠/身体不适"）

> 仅输出基于视觉的作息参数与偏离提示，不提供失眠症、抑郁症、夜间谵妄等具体医学诊断；连续异常建议由家属/社区/医生进一步评估。

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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