How should Child Restless Sleep / Nightmare Detection | 儿童睡眠中频繁翻身/噩梦识别 be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

Child Restless Sleep / Nightmare Detection | 儿童睡眠中频繁翻身/噩梦识别

Using a fixed camera in the child's bedroom (infrared night vision), the system continuously captures video and audio at night to analyze the child's sleep behavior. It detects rollover frequency (rollovers per minute), cries (recognizing specific cry-sound features), and sleep talk (speech during sleep), and generates a sleep-quality report. When rollovers occur too often (e.g., > 3 per hour), strong crying is detected, or sleep talk is observed, the system pushes 'possible nightmare' or 'restless sleep' alerts to the parents. Application scenarios: child bedrooms, infant rooms. The system relays night-time monitoring to help parents understand the child's sleep quality and provide timely comfort. Skill features: improve sleep. | 通过儿童床或卧室的固定摄像头（红外夜视），在夜间连续采集视频及音频，分析儿童的睡眠行为。检测翻身次数（每分钟翻身频率）、哭声（识别特定的哭声音频特征）以及梦话（检测睡眠中的语音），生成睡眠质量报告。当翻身过于频繁（如>3次/小时）、出现强烈哭声或梦话时，推送给父母'可能做噩梦'或'睡眠不安'的预警。应用场景：儿童卧室、婴儿房。系统夜间接力监测，帮助家长了解儿童睡眠质量，及时安抚。技能特点：改善睡眠。

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

1.7k

Updated

Oct 10, 2026

Version

1.0.11

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.7K downloads reported by the source. Last updated 10/10/2026.

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 10, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 10, 2026
Adoption signal: 1.7K downloadsadoption · observed Oct 10, 2026
Latest release: 1.0.11release · observed Sep 29, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17cfv2h26b7hq5w47tgfy23xx83z9x6:smyx-child-nightmare-rollover-detection-analysis

Install using `clawhub skill install s17cfv2h26b7hq5w47tgfy23xx83z9x6:smyx-child-nightmare-rollover-detection-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/smyx-sunjinhui/smyx-child-nightmare-rollover-detection-analysis before using production credentials.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-smyx-sunjinhui-smyx-child-nightmare-rollover-detection-/snapshot"

Documentation

CLAWHUB

147,216 characters of source documentation, loaded on request.

Extracted files

5 files captured from the source.

SKILL.md

---
name: "smyx-child-nightmare-rollover-detection-analysis"
description: "Using a fixed camera in the child's bedroom (infrared night vision), the system continuously captures video and audio at night to analyze the child's sleep behavior. It detects rollover frequency (rollovers per minute), cries (recognizing specific cry-sound features), and sleep talk (speech during sleep), and generates a sleep-quality report. When rollovers occur too often (e.g., > 3 per hour), strong crying is detected, or sleep talk is observed, the system pushes 'possible nightmare' or 'restless sleep' alerts to the parents. Application scenarios: child bedrooms, infant rooms. The system relays night-time monitoring to help parents understand the child's sleep quality and provide timely comfort. Skill features: improve sleep. | 通过儿童床或卧室的固定摄像头（红外夜视），在夜间连续采集视频及音频，分析儿童的睡眠行为。检测翻身次数（每分钟翻身频率）、哭声（识别特定的哭声音频特征）以及梦话（检测睡眠中的语音），生成睡眠质量报告。当翻身过于频繁（如>3次/小时）、出现强烈哭声或梦话时，推送给父母'可能做噩梦'或'睡眠不安'的预警。应用场景：儿童卧室、婴儿房。系统夜间接力监测，帮助家长了解儿童睡眠质量，及时安抚。技能特点：改善睡眠。"
version: "1.0.18"
license: "MIT-0"
---

# 🌙 Child Restless Sleep / Nightmare Detection | 儿童睡眠中频繁翻身/噩梦识别
> **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 | **儿童睡眠中频繁翻身/噩梦识别** |
| 🎯 核心目标 | 通过儿童床或卧室的固定摄像头（红外夜视），在夜间连续采集视频及音频，分析儿童的睡眠行为。检测翻身次数（每分钟翻身频率）、哭声（识别特定的哭声音频特征）以及梦话（检测睡眠中的语音），生成睡眠质量报告。当翻身过于频繁（如>3次/小时）、出现强烈哭声或梦话时，推送给父母'可能做噩梦'或'睡眠不安'的预警。应用场景：儿童卧室、婴儿房。系统夜间接力监测，帮助家长了解儿童睡眠质量，及时安抚。技能特点：改善睡眠。 |
| 🖼️ 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_CHILD_NIGHTMARE_ROLLOVER_DETECTION_ANALYSIS` |

Using a fixed camera in the child's bedroom (infrared night vision), the system continuously captures video and audio at night to analyze the child's sleep behavior. It detects rollover frequency (rollovers per minute), cries (recognizing specific cry-sound features), and sleep talk (speech during sleep), and generates a sleep-quality report. When rollovers occur too often (e.g., > 3 per hour), strong crying is detected, or sleep talk is observed, the system pushes 'possible nightmare' or 'restless sleep' alerts to the parents. Application scenarios: child bedrooms, infant rooms. The system relays night-time monitoring to help parents understand the child's sleep quality and provide timely comfort. Skill features: improve sleep.

通过儿童床或卧室的固定摄像头（红外夜视），在夜间连续采集视频及音频，分析儿童的睡眠行为。检测翻身次数（每分钟翻身频率）、哭声（识别特定的哭声音频特征）以及梦话（检测睡眠中的语音），生成睡眠质量报告。当翻身过于频繁（如>3次/小时）、出现强烈哭声或梦话时，推送给父母'可能做噩梦'或'睡眠不安'的预警。应用场景：儿童卧室、婴儿房。系统夜间接力监测，帮助家长了解儿童睡眠质量，及时安抚。技能特点：改善睡眠。

## 🤖 AI 角色 | AI Role
| 角色要点 | 说明 |
|---|---|
| 说明 1 | **假设你是一个专业的儿童睡眠健康 AI。你的任务是分析儿童夜间睡眠视频及音频，检测翻身动作、哭声以及梦话，评估睡眠质量。不要提供医疗诊断或睡眠障碍诊断，仅输出基于视觉和听觉的睡眠行为统计与方向性安抚提醒。** |

## 🎬 技能演示 | Skill Demo

[▶️ 点击查看技能使用介绍](https://lifeemergence.com/sample.html)

---

## 🎯 任务目标 | Goals
### 1. 🧩 技能用途

基于儿童夜间睡眠音视频，统计翻身次数、哭声/梦话事件，评估睡眠质量并对噩梦/睡眠不安推送预警

### 2. 🛠️ 能力范围

| 序号 | 具体能力 |
|---:|---|
| 1 | 儿童夜视检测 |
| 2 | 姿态/朝向变化分析（翻身事件） |
| 3 | 哭声音频特征识别 |
| 4 | 梦话/呓语识别 |
| 5 |

_meta.json

{
  "ownerId": "kn7cyxkr2ymf7zwsrybpedg8xx83ywrj",
  "slug": "smyx-child-nightmare-rollover-detection-analysis",
  "version": "1.0.11",
  "publishedAt": 1790662411025
}

references/api_doc.md

# API 接口文档

此处用于存放儿童睡眠中频繁翻身/噩梦识别 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` - 启动儿童夜间翻身/噩梦识别任务
2. `/web/health-analysis/v2/get-health-analysis-result` - 获取分析结果与睡眠质量评估
3. `/web/health-analysis/page-health-analysis-result` - 分页查询历史夜间睡眠记录
4. `/health/order/api/getReportDetailExport?id={id}` - 导出完整报告

## 场景代码

- `SMYX_CHILD_NIGHTMARE_ROLLOVER_DETECTION_ANALYSIS` - 儿童睡眠中频繁翻身/噩梦识别

## 输入约束

- 摄像头建议固定于儿童床上方/侧方，覆盖全身；夜间启用红外/微光模式
- 必须含**音频通道**（用于哭声/梦话识别）
- 视频帧率建议 ≥ 10 FPS；时段建议覆盖整夜（如 20:00 - 次日 07:00）

## 关键检测对象

- 姿态/身体朝向变化（翻身事件）
- 哭声音频特征（音调 / 频率 / 持续时间）
- 梦话/呓语（睡眠中语音识别）
- 突发肢体大幅度动作（疑似噩梦惊跳）

## 关键事件

- `rollover` - 翻身事件（含时间戳，单次/累计）
- `cry` - 哭声事件（含时间戳 + 持续秒数 + 强度）
- `sleep_talk` - 梦话事件
- `body_jerk` - 突发肢体大幅度动作（疑似噩梦惊跳）

## 默认告警阈值（可由调用方覆盖）

- 翻身频率阈值：> 3 次/小时 → 触发"睡眠不安"
- 哭声强度阈值：超过预设 → 触发"可能做噩梦"
- 梦话频次阈值：≥ 3 次/小时 → 触发"睡眠不安"

## 输出字段（参考）

- `child_detected` - 是否检测到儿童
- `sleep_duration_min` - 累计睡眠时长（分钟）
- `rollover_count` - 累计翻身次数
- `rollover_rate_per_hour` - 翻身频率（次/小时）
- `cry_events` - 哭声事件列表（时间戳 + 持续秒数 + 强度）
- `sleep_talk_events` - 梦话事件列表
- `body_jerk_events` - 突发肢体动作事件
- `sleep_quality_score` - 睡眠质量综合得分（0-100）
- `sleep_quality_grade` - 等级（excellent / good / fair / poor）
- `nightmare_alert` - 是否触发噩梦/睡眠不安预警
- `alert_message` - 预警文本（如"宝宝近 1 小时翻身 5 次并伴有哭声，可能做噩梦，请前往安抚"）

> 仅输出基于视觉与听觉的睡眠行为统计，不提供医学诊断或睡眠障碍诊断；如儿童长期睡眠质量差，请咨询专业儿科或睡眠医学医生。

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

{}

Github ReposUpdated 15h agoRank 70

AionUi

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

MCPOPENCLAW

Github ReposUpdated 6mo agoRank 70

activepieces

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

OPENCLAW

Github ReposUpdated 6mo agoRank 70

cherry-studio

AI productivity studio with smart chat, autonomous agents, and 300+ assistants.