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Trauma Stress Behavior Detection (Emergency Scene) | 受灾人群心理创伤行为识别（应急场景）

Using fixed cameras in emergency shelters, the system analyzes video of disaster-affected crowds to detect typical acute stress reactions: stupor (prolonged motionless state with no response to external stimulation), tremor (involuntary shaking of body or limbs), unresponsiveness (no orientation or avoidance reaction to calls or sounds), and hypervigilance (frequent scanning of surroundings, startle reactions). | 通过应急避难所内的固定摄像头，分析受灾人群的行为视频，检测急性应激反应下的典型行为：木僵（长时间静止不动，对外界刺激无反应）、颤抖（身体或四肢不自主抖动）、无反应（对呼唤、声响等刺激没有定向或回避反应）以及过度警觉（频繁环顾四周、惊跳反应）。当检测到上述行为时，输出心理危机预警，提示现场心理救援团队及时介入，提供紧急心理支持，预防急性应激障碍或创伤后应激障碍。 Skill: Trauma Stress Behavior Detection (Emergency Scene) | 受灾人群心理创伤行为识别（应急场景） Owner: 18072937735 Summary: Using fixed cameras in emergency shelters, the system analyzes video of disaster-affected crowds to detect typical acute stress reactions: stupor (prolonged motionless state with no response to external stimulation), tremor (involuntary shaking of body or limbs), unresponsiveness (no orientation or avoidance rea

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

2.1k

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. 2.1K 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: 2.1K downloadsadoption · observed Oct 9, 2026
Latest release: 1.0.13release · observed Oct 2, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17f8q65zg3y98t86jdg1177g583whq8:smyx-trauma-stress-behavior-detection-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-18072937735-smyx-trauma-stress-behavior-detection-analy/snapshot"

Documentation

CLAWHUB

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

Extracted files

5 files captured from the source.

SKILL.md

---
name: "smyx-trauma-stress-behavior-detection-analysis"
description: "Using fixed cameras in emergency shelters, the system analyzes video of disaster-affected crowds to detect typical acute stress reactions: stupor (prolonged motionless state with no response to external stimulation), tremor (involuntary shaking of body or limbs), unresponsiveness (no orientation or avoidance reaction to calls or sounds), and hypervigilance (frequent scanning of surroundings, startle reactions). | 通过应急避难所内的固定摄像头，分析受灾人群的行为视频，检测急性应激反应下的典型行为：木僵（长时间静止不动，对外界刺激无反应）、颤抖（身体或四肢不自主抖动）、无反应（对呼唤、声响等刺激没有定向或回避反应）以及过度警觉（频繁环顾四周、惊跳反应）。当检测到上述行为时，输出心理危机预警，提示现场心理救援团队及时介入，提供紧急心理支持，预防急性应激障碍或创伤后应激障碍。"
version: "1.0.15"
license: "MIT-0"
---

# 🆘 Trauma Stress Behavior Detection (Emergency Scene) | 受灾人群心理创伤行为识别（应急场景）
> **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 | **受灾人群心理创伤行为识别（应急场景）** |
| 🎯 核心目标 | 通过应急避难所内的固定摄像头，分析受灾人群的行为视频，检测急性应激反应下的典型行为：木僵（长时间静止不动，对外界刺激无反应）、颤抖（身体或四肢不自主抖动）、无反应（对呼唤、声响等刺激没有定向或回避反应）以及过度警觉（频繁环顾四周、惊跳反应）。当检测到上述行为时，输出心理危机预警，提示现场心理救援团队及时介入，提供紧急心理支持，预防急性应激障碍或创伤后应激障碍。 |
| 🖼️ 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_TRAUMA_STRESS_BEHAVIOR_DETECTION_ANALYSIS` |

Using fixed cameras in emergency shelters, the system analyzes video of disaster-affected crowds to detect typical acute stress reactions: stupor (prolonged motionless state with no response to external stimulation), tremor (involuntary shaking of body or limbs), unresponsiveness (no orientation or avoidance reaction to calls or sounds), and hypervigilance (frequent scanning of surroundings, startle reactions). When these behaviors are detected, the system outputs a psychological crisis alert to notify on-site psychological-rescue teams to intervene in time, provide emergency psychological support, and help prevent acute stress disorder or post-traumatic stress disorder. Application scenarios: emergency shelters for earthquakes, floods and other natural disasters; wartime air-defense facilities; temporary accident-site resettlement points. The system monitors in real time, displays alerts on command-center screens with location markers, and guides psychological-rescue staff to the site. Skill features: after earthquakes, floods and similar disasters, affected people may develop acute stress disorder; without timely intervention this can progress to PTSD. AI auto-identification of stupor / tremor and other behavioral signals helps rescue teams quickly locate those needing psychological support, improving rescue efficiency and reducing long-term trauma. Can be integrated into emergency command systems or mobile-shelter security devices as an important aid for disaster psychological rescue.

通过应急避难所内的固定摄像头，分析受灾人群的行为视频，检测急性应激反应下的典型行为：木僵（长时间静止不动，对外界刺激无反应）、颤抖（身体或四肢不自主抖动）、无反应（对呼唤、声响等刺激没有定向或回避反应）以及过度警觉（频繁环顾四周、惊跳反应）。当检测到上述行为时，输出心理危机预警，提示现场心理救援团队及时介入，提供紧急心理支持，预防急性应激障碍或创伤后应激障碍。应用场景：地震、洪水等自然灾害应急避难所、战时防空设施、事故现场临时安置点。系统实时监测，当发现心理创伤

_meta.json

{
  "ownerId": "kn7e2caqj7pnsvr9r7t8zenghs83xw7n",
  "slug": "smyx-trauma-stress-behavior-detection-analysis",
  "version": "1.0.13",
  "publishedAt": 1790930546610
}

references/api_doc.md

# API 接口文档

此处用于存放受灾人群心理创伤行为识别（应急场景）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（**仅向应急指挥中心 / 持证心理救援团队开放**）
- 响应格式：JSON

## 主要接口

1. `/web/health-analysis/v2/start-health-analysis` - 启动受灾人群心理创伤行为识别任务（应急级别）
2. `/web/health-analysis/v2/get-health-analysis-result` - 获取急性应激行为预警 + 定位 + 救援引导建议
3. `/web/health-analysis/page-health-analysis-result` - 分页查询历史心理危机预警清单
4. `/health/order/api/getReportDetailExport?id={id}` - 导出指挥中心完整事件报告

## 场景代码

- `SMYX_TRAUMA_STRESS_BEHAVIOR_DETECTION_ANALYSIS` - 受灾人群心理创伤行为识别（应急场景）

## 输入约束

- 摄像头：应急避难所 / 战时防空设施 / 事故现场临时安置点的固定摄像头，覆盖人群区域，能看到全身或上半身
- 帧率 ≥ 5 FPS（推荐 10 FPS）；分辨率 ≥ 720p；夜间需红外补光
- 视频时长：**实时流接入**，建议 1 分钟滚动窗口持续分析；单次离线分析建议 ≥ 10 分钟
- 多人场景必须按目标跟踪生成临时编号（如 V-Zone3-007），便于现场救援人员二次定位
- 区域 ROI 标定：避难所分区（Zone-A / Zone-B / 角落区 / 入口区 等），用于事件定位
- 应急场景**允许且必须**进行视觉行为识别，但应做**面部模糊化**输出给现场指挥屏（保护受灾者尊严）

## 关键观测信号（4 项核心 + 辅助）

### 核心急性应激行为
- `stupor_static_minutes` - 木僵：连续静止 ≥ 5 分钟且对外界声响 / 走动刺激无定向反应
- `tremor_detected` - 颤抖：肉眼可见四肢或躯干持续不自主抖动（≥ 5 秒）
- `unresponsive_to_stimulus` - 无反应：对周围呼唤、声响、移动物体**无定向转头 / 无回避**
- `hypervigilance_event_count_per_min` - 过度警觉：每分钟频繁环顾四周次数 + 惊跳反应次数

### 辅助观察
- `crouch_hugging_knees_minutes` - 抱膝蜷缩时长（参考指标）
- `crying_sobbing_visual` - 视觉哭泣行为（参考指标，含掩面动作）
- `wandering_aimless_pacing` - 无目的徘徊（参考指标）
- `seek_isolation_event` - 主动远离人群独处（参考指标）
- `face_blank_neutral_duration` - 面部表情木然时长

### 现场环境
- `subject_count_in_zone` - 区域内人数（用于事件密度计算）
- `responder_in_view` - 是否有救援人员在视野内（影响优先级排序）

## 阈值与等级（应急救援场景，**宁可多触发不可漏报**）

- 单一信号出现 → **mild_concern**（轻度关注）
- 单一信号持续 ≥ 5 分钟 → **psych_crisis_notice**（心理危机提示）
- 2 项及以上核心信号同时出现 → **psych_crisis_alert**（心理危机预警 ⚠️）
- 4 项核心信号同时出现 或 任一信号持续 ≥ 10 分钟 → **psych_crisis_critical**（心理危机紧急 🚨，**立刻派员**）
- 儿童 / 老人 / 孕妇 / 残障人士等脆弱群体阈值降一档（系统更敏感）

## 输出字段（参考）

- `event_id` / `report_window_min`
- `subject_tracking_id` - 临时跟踪编号（仅供本次救援使用，如 V-Zone3-007）
- `zone_id` / `zone_name` / `position_in_zone` - 区域定位与相对坐标，便于现场救援
- `core_signals` - 4 项核心信号当前状态与持续时长
- `aux_signals` - 5 项辅助观察当前状态
- `vulnerable_flag` - 是否疑似脆弱群体（child / elderly / pregnant / mobility_impaired / unknown）
- `crisis_pattern` - 危机模式（stupor_dominant / tremor_dominant / unresponsive_dominant / hypervigilant_dominant / mixed_severe）
- `crisis_level` - 危机等级（none / mild_concern / psych_crisis_notice / psych_crisis_alert / psych_crisis_critical）
- `alert_type` - 提醒类型
- `alert_level` - 提醒级别（info / notice / warning / urgent）
- `responder_dispatch_suggestion` - 救援人员调度建议（如"建议持证心理救援人员 2 名前往 Zone-B 中部，对象 V-Zone3-007（疑似老人，已木僵 6 分钟），优先采用 PFA 心理急救步骤"）
- `pfa_quick_reference` - PFA（Psychological First Aid）心理急救要点提示（如"建立连接 → 安全保障 → 平静化 → 联系亲友 → 实际支持 → 转介资源"）
- `recommend_action` - 建议动作（dispatch_psych_responder / dispatch_medical_team_for_assessment / push_command_center_alert / observe_only）
- `referral_resource` - 后续转介资源（当地精神卫生中心 / 12320 卫生热线 / 全国心理援助热线 400-161-9995）

## 强制约束与红线

- ❌ **禁止**输出"急性应激障碍 ASD / 创伤后应激障碍 PTSD"等任何临床诊断结论；仅输出**行为观察预警**
- ❌ **禁止**给予药物建议（如镇静剂 / 抗焦虑药），任何药物干预必须由现场医疗团队处方
- ❌ **禁止**在公共指挥屏未脱敏地展示受灾者面部
- ❌ **禁止**

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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