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Anxiety-Related Behavior Recognition (Hand-rubbing / Nail-biting / Pacing) | 焦虑症相关行为（搓手、咬指甲、来回踱步）识别

Using a fixed camera at home or in the office, the system analyzes daily videos of an individual (e.g., adult, adolescent) and detects anxiety-related behaviors: hand rubbing (repeated rubbing of both hands), nail biting (hand approaching mouth with biting motion), and pacing (repeated back-and-forth walking in a small area). | 通过家庭或办公室的固定摄像头，分析个体（如成人、青少年）的日常行为视频，检测手部搓揉（双手反复摩擦）、指甲啃咬（手部靠近嘴部并有啃咬动作）、来回踱步（在狭小区域内反复折返行走）等焦虑相关行为。系统实时监测，当焦虑行为指数超过阈值时推送提醒（如'您今日焦虑行为较多，建议进行放松练习'）。 Skill: Anxiety-Related Behavior Recognition (Hand-rubbing / Nail-biting / Pacing) | 焦虑症相关行为（搓手、咬指甲、来回踱步）识别 Owner: smyx-sunjinhui Summary: Using a fixed camera at home or in the office, the system analyzes daily videos of an individual (e.g., adult, adolescent) and detects anxiety-related behaviors: hand rubbing (repeated rubbing of both hands), nail biting (hand approaching mouth with biting motion), and pacing (repe

OpenClaw

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Rank

Safety

Downloads

1.1k

Updated

Oct 11, 2026

Version

1.0.6

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.1K downloads reported by the source. Last updated 10/11/2026.

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 11, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 11, 2026
Adoption signal: 1.1K downloadsadoption · observed Oct 11, 2026
Latest release: 1.0.6release · observed Sep 29, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17cfv2h26b7hq5w47tgfy23xx83z9x6:smyx-anxiety-behavior-recognition-analysis

Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-smyx-sunjinhui-smyx-anxiety-behavior-recognition-analys/snapshot"

Documentation

CLAWHUB

121,073 characters of source documentation, loaded on request.

Extracted files

5 files captured from the source.

SKILL.md

---
name: "smyx-anxiety-behavior-recognition-analysis"
description: "Using a fixed camera at home or in the office, the system analyzes daily videos of an individual (e.g., adult, adolescent) and detects anxiety-related behaviors: hand rubbing (repeated rubbing of both hands), nail biting (hand approaching mouth with biting motion), and pacing (repeated back-and-forth walking in a small area). | 通过家庭或办公室的固定摄像头，分析个体（如成人、青少年）的日常行为视频，检测手部搓揉（双手反复摩擦）、指甲啃咬（手部靠近嘴部并有啃咬动作）、来回踱步（在狭小区域内反复折返行走）等焦虑相关行为。系统实时监测，当焦虑行为指数超过阈值时推送提醒（如'您今日焦虑行为较多，建议进行放松练习'）。"
version: "1.0.12"
license: "MIT-0"
---

# 😟 Anxiety-Related Behavior Recognition (Hand-rubbing / Nail-biting / Pacing) | 焦虑症相关行为（搓手、咬指甲、来回踱步）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 | **焦虑症相关行为（搓手、咬指甲、来回踱步）识别** |
| 🎯 核心目标 | 通过家庭或办公室的固定摄像头，分析个体（如成人、青少年）的日常行为视频，检测手部搓揉（双手反复摩擦）、指甲啃咬（手部靠近嘴部并有啃咬动作）、来回踱步（在狭小区域内反复折返行走）等焦虑相关行为。系统实时监测，当焦虑行为指数超过阈值时推送提醒（如'您今日焦虑行为较多，建议进行放松练习'）。 |
| 🖼️ 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_ANXIETY_BEHAVIOR_RECOGNITION_ANALYSIS` |

Using a fixed camera at home or in the office, the system analyzes daily videos of an individual (e.g., adult, adolescent) and detects anxiety-related behaviors: hand rubbing (repeated rubbing of both hands), nail biting (hand approaching mouth with biting motion), and pacing (repeated back-and-forth walking in a small area). It counts each behavior's frequency (events/hour) and total duration, and outputs an anxiety-behavior index (0-100). The skill helps users self-monitor anxiety states or assists counselors in evaluating intervention effectiveness. Application scenarios: home, office, counseling room, school. Real-time monitoring; when the anxiety-behavior index exceeds a threshold, a reminder is pushed (e.g., 'You showed more anxiety-related behaviors today — try a relaxation exercise'). Skill features: anxiety patients often display unconscious repetitive behaviors (hand-rubbing, nail-biting, pacing), which can serve as objective emotional indicators. AI auto-recording of frequency and trends helps users self-manage anxiety or provides data support for counselors. Can be integrated into smart-home cameras or mental-health APPs as a practical emotion-management tool.

通过家庭或办公室的固定摄像头，分析个体（如成人、青少年）的日常行为视频，检测手部搓揉（双手反复摩擦）、指甲啃咬（手部靠近嘴部并有啃咬动作）、来回踱步（在狭小区域内反复折返行走）等焦虑相关行为。统计每种行为的频次（次/小时）和总持续时间，并输出焦虑行为指数（0-100）。该技能有助于用户自我觉察焦虑状态，或辅助心理咨询师评估干预效果。应用场景：家庭、办公室、心理咨询室、学校。系统实时监测，当焦虑行为指数超过阈值时推送提醒（如'您今日焦虑行为较多，建议进行放松练习'）。技能特点：焦虑症患者常有无意识的重复行为（搓手、咬指甲、踱步），这些行为可作为情绪状态的客观指标。通过AI自动记录频次和趋势，可帮助用户自我管理焦虑，或为心理咨询师提供数据支持。该技能可集成到智能家居摄像头或心理健康APP中，成为情绪健康管理的实用功能。

## 🤖 AI 角色 | AI Role
| 角色要点 | 说明 |
|---|---|
| 说明 1 | **假设你是一个专业的心理健康行为分析 AI。你的任务是分析固定摄像头的视频，检测特定焦虑相关行为：手部搓揉、指甲啃咬、来回踱步（路径重复）。统计这些行为的频次和持续时间，综合计算焦虑行为指数。不要提供医疗诊断，仅输出基于视觉的行为统计和趋势指标，并给出温和的自我关怀建议。** |

## 🎬 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

基于家庭/办公室固定摄

_meta.json

{
  "ownerId": "kn7cyxkr2ymf7zwsrybpedg8xx83ywrj",
  "slug": "smyx-anxiety-behavior-recognition-analysis",
  "version": "1.0.6",
  "publishedAt": 1790722046876
}

references/api_doc.md

# API 接口文档

此处用于存放焦虑症相关行为（搓手、咬指甲、来回踱步）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` - 启动焦虑症相关行为识别任务
2. `/web/health-analysis/v2/get-health-analysis-result` - 获取焦虑相关行为统计 + 焦虑行为指数
3. `/web/health-analysis/page-health-analysis-result` - 分页查询历史焦虑行为记录
4. `/health/order/api/getReportDetailExport?id={id}` - 导出完整报告

## 场景代码

- `SMYX_ANXIETY_BEHAVIOR_RECOGNITION_ANALYSIS` - 焦虑症相关行为（搓手、咬指甲、来回踱步）识别

## 输入约束

- 摄像头：家庭书房 / 客厅 / 办公室 / 心理咨询室 / 学校教室固定摄像头，**能看到上半身（含手部）+ 完整下肢踱步路径**
- 帧率 ≥ 15 FPS（推荐 20-30 FPS，捕捉手部细微反复动作）；分辨率 ≥ 720p；光照稳定
- 视频时长建议 ≥ 5 分钟，过短样本无法统计频次趋势
- 踱步识别需保证摄像头能看到 ≥ 2-3 米的可行走区域，否则无法判定"折返"
- 多人场景需按目标跟踪，避免身份串扰
- 隐私敏感场景必须启用人体轮廓 + 面部马赛克模式

## 关键观测信号

### 手部行为
- `hand_rubbing_event_count` - 手部搓揉事件次数（双手反复摩擦）
- `hand_rubbing_total_duration_sec` - 搓手总持续时长
- `nail_biting_event_count` - 指甲啃咬事件次数（手部接近嘴部 + 啃咬动作）
- `nail_biting_total_duration_sec` - 咬指甲总持续时长

### 移动行为
- `pacing_event_count` - 来回踱步事件次数（狭小区域内反复折返）
- `pacing_total_duration_sec` - 踱步总持续时长
- `pacing_loop_count` - 折返次数（单次踱步内的来回次数）

### 综合
- `analysis_window_min` - 统计时间窗（分钟）
- `subject_count` - 画面中人数
- `anxiety_behavior_index` - 焦虑行为指数（0-100，综合三类行为频次/时长/强度）
- `baseline_window_days` - 个人基线窗口（默认 7-14 天）
- `delta_vs_baseline_pct` - 相对基线变化百分比

## 阈值与等级

- `< 30` - 低焦虑表现（calm）
- `30-50` - 中等焦虑表现（mild）
- `50-75` - 较高焦虑表现（notable）→ 推送放松练习提醒
- `> 75` - 高焦虑表现（high）→ 建议寻求专业帮助
- 一次性短暂行为（如紧张前的搓手 30 秒）不应触发高焦虑报警，建议结合多个时间窗均值

## 输出字段（参考）

- `subject_count` / `analysis_window_min`
- `hand_metrics` - 手部行为统计
- `pacing_metrics` - 踱步行为统计
- `behavior_event_timeline` - 行为事件时间线（用于趋势可视化）
- `anxiety_behavior_index` - 焦虑行为指数
- `baseline_comparison` - 与个人基线对比
- `anxiety_level` - 焦虑表现等级（calm / mild / notable / high）
- `dominant_behavior` - 当前最突出的焦虑行为（hand_rubbing / nail_biting / pacing / mixed）
- `alert_type` - 提醒类型（anxiety_notable / anxiety_high / improving / normal）
- `alert_level` - 提醒级别（info / notice / warning）
- `self_care_suggestion` - 自我关怀建议文本（如"您今日焦虑行为较多，建议进行 5 分钟深呼吸或正念练习"）
- `recommend_action` - 建议动作（push_relaxation_reminder / suggest_breathing_exercise / suggest_walk_outdoors / suggest_seek_professional_help / observe_only）
- `helpline_reference` - 当 high 等级时附**全国心理援助热线 400-161-9995** 等参考资源

## 强制约束与红线

- ❌ **禁止**输出焦虑症诊断、焦虑量表评分（如 GAD-7、SAS、HAMA）、用药建议或处方
- ❌ **禁止**将"焦虑行为指数高"等同于"确诊焦虑症"
- ❌ **禁止**长期存储原始视频
- ❌ **禁止**在未经本人同意时向第三方推送其个人焦虑数据
- ✅ 强调"行为自我觉察辅助"定位，由用户本人决定是否就医

> 仅输出基于视觉的客观行为统计与自我觉察提醒，**不构成焦虑症诊断、量表评分或治疗方案**；任何焦虑症确诊与治疗必须由精神科医生 / 心理治疗师评估制定；若伴有持续胸闷、心悸、惊恐发作等躯体化症状，请及时就医或拨打**全国心理援助热线 400-161-9995**。

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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