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Neonatal Jaundice Screening (Facial Skin Color) | 新生儿黄疸筛查（面部皮肤颜色）

Using a neonatal monitor or baby camera, the system captures high-resolution facial images of the newborn and uses AI visual analysis to detect sclera color (white in normal babies, yellow when jaundiced) and facial skin yellowness index (based on skin-color chromatic spaces, e.g., mapping the skin region to estimated clinical bilirubin levels). It outputs a jaundice-risk hint (low / medium / high risk). | 通过新生儿监护器或婴儿摄像头拍摄新生儿面部高清图像，利用AI视觉分析技术检测巩膜（眼白）的颜色（正常白色，黄疸时呈黄色）以及面部皮肤的黄染指数（基于肤色色度空间，如将皮肤区域映射到临床胆红素水平估算），输出黄疸风险提示（低风险/中风险/高风险）。该技能可辅助家长及医护人员早期发现新生儿高胆红素血症，及时就医干预。

OpenClaw

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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 1, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17f8q65zg3y98t86jdg1177g583whq8:smyx-neonatal-jaundice-screening-analysis

Install using `clawhub skill install s17f8q65zg3y98t86jdg1177g583whq8:smyx-neonatal-jaundice-screening-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-neonatal-jaundice-screening-analysis before using production credentials.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-18072937735-smyx-neonatal-jaundice-screening-analysis/snapshot"

Documentation

CLAWHUB

159,505 characters of source documentation, loaded on request.

Extracted files

5 files captured from the source.

SKILL.md

---
name: "smyx-neonatal-jaundice-screening-analysis"
description: "Using a neonatal monitor or baby camera, the system captures high-resolution facial images of the newborn and uses AI visual analysis to detect sclera color (white in normal babies, yellow when jaundiced) and facial skin yellowness index (based on skin-color chromatic spaces, e.g., mapping the skin region to estimated clinical bilirubin levels). It outputs a jaundice-risk hint (low / medium / high risk). | 通过新生儿监护器或婴儿摄像头拍摄新生儿面部高清图像，利用AI视觉分析技术检测巩膜（眼白）的颜色（正常白色，黄疸时呈黄色）以及面部皮肤的黄染指数（基于肤色色度空间，如将皮肤区域映射到临床胆红素水平估算），输出黄疸风险提示（低风险/中风险/高风险）。该技能可辅助家长及医护人员早期发现新生儿高胆红素血症，及时就医干预。"
version: "1.0.15"
license: "MIT-0"
---

# 👶 Neonatal Jaundice Screening (Facial Skin Color) | 新生儿黄疸筛查（面部皮肤颜色）
> **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 | **新生儿黄疸筛查（面部皮肤颜色）** |
| 🎯 核心目标 | 通过新生儿监护器或婴儿摄像头拍摄新生儿面部高清图像，利用AI视觉分析技术检测巩膜（眼白）的颜色（正常白色，黄疸时呈黄色）以及面部皮肤的黄染指数（基于肤色色度空间，如将皮肤区域映射到临床胆红素水平估算），输出黄疸风险提示（低风险/中风险/高风险）。该技能可辅助家长及医护人员早期发现新生儿高胆红素血症，及时就医干预。 |
| 🖼️ 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_NEONATAL_JAUNDICE_SCREENING_ANALYSIS` |

Using a neonatal monitor or baby camera, the system captures high-resolution facial images of the newborn and uses AI visual analysis to detect sclera color (white in normal babies, yellow when jaundiced) and facial skin yellowness index (based on skin-color chromatic spaces, e.g., mapping the skin region to estimated clinical bilirubin levels). It outputs a jaundice-risk hint (low / medium / high risk). The skill assists parents and medical staff in the early detection of neonatal hyperbilirubinemia for timely medical intervention. Application scenarios: newborn families, mother-baby rooming-in, neonatology wards, postpartum care centers. The system captures and analyzes images on a daily schedule or on demand, outputting a jaundice-risk level and pushing reminders when medium or high risk is reached. Skill features: neonatal jaundice has a high incidence; if severe, it can lead to kernicterus and brain injury. AI visual pre-screening helps parents monitor changes at home and recognize signs that require medical attention. Can be integrated into smart baby monitors or maternal/infant apps, becoming a practical health assistant for newborn families.

通过新生儿监护器或婴儿摄像头拍摄新生儿面部高清图像，利用AI视觉分析技术检测巩膜（眼白）的颜色（正常白色，黄疸时呈黄色）以及面部皮肤的黄染指数（基于肤色色度空间，如将皮肤区域映射到临床胆红素水平估算），输出黄疸风险提示（低风险/中风险/高风险）。该技能可辅助家长及医护人员早期发现新生儿高胆红素血症，及时就医干预。应用场景：新生儿家庭、母婴同室、新生儿科、月子中心。系统每日定时或按需拍照分析，输出黄疸风险等级，当达到中高风险时推送提醒。技能特点：新生儿黄疸发病率高，严重时可导致核黄疸，造成脑损伤。通过AI视觉初筛，可帮助家长在家监测黄疸变化，及时识别需要就医的迹象。该技能可集成到智能婴儿监护器或母婴APP中，提升产品实用性，成为新生儿家庭的健康助手。

## 🤖 AI 角色 | AI Role
| 角色要点 | 说明 |
|---|---|
| 说明 1 | **假设你是一个专业的新生儿健康筛查 AI。你的任务是分析新生儿面部高清图像，检测巩膜颜色（眼白部分）和面部皮肤黄染程度，估算黄疸风险等级。不要提供医疗诊断或临床胆红素结论，仅输出基于视觉的黄疸风险初筛提示，并明确建议中高风险尽快由专业医生进行经皮/血清胆红素测定确认。** |

## 🎬 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

基于新生儿

_meta.json

{
  "ownerId": "kn7e2caqj7pnsvr9r7t8zenghs83xw7n",
  "slug": "smyx-neonatal-jaundice-screening-analysis",
  "version": "1.0.13",
  "publishedAt": 1790871447218
}

references/api_doc.md

# API 接口文档

此处用于存放新生儿黄疸筛查（面部皮肤颜色）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` - 启动新生儿黄疸筛查任务
2. `/web/health-analysis/v2/get-health-analysis-result` - 获取黄疸风险分析结果
3. `/web/health-analysis/page-health-analysis-result` - 分页查询历史筛查记录
4. `/health/order/api/getReportDetailExport?id={id}` - 导出完整报告

## 场景代码

- `SMYX_NEONATAL_JAUNDICE_SCREENING_ANALYSIS` - 新生儿黄疸筛查（面部皮肤颜色）

## 输入约束

- 设备：新生儿监护器 / 婴儿摄像头 / 手机后置摄像头
- 图像/视频要求：高清、正面、五官清晰、面部完整可见
- **光照要求**：自然白光最佳；**严禁使用偏色 LED 光（黄光夜灯、暖光等会引起严重误判）**
- 拒绝厚妆 / 滤镜；新生儿建议在喂奶或安静状态下采集
- 视频时长 3-10 秒 或 单张 1-3 MB 高清图均可
- 推荐附带可见参考色卡放在面颊旁，便于颜色校正（白平衡校准）

## 关键观测特征

- `face_visible` - 是否检测到清晰新生儿面部
- `sclera_visible` - 巩膜（眼白）是否可见
- `sclera_yellowness_index` - 巩膜黄染指数（0-1，越大越黄）
- `skin_yellowness_index` - 面部皮肤黄染指数（基于色度空间 Lab b* 通道 / YCbCr 色度偏移）
- `skin_color_lab_b` - 皮肤 Lab b* 通道值（反映黄-蓝偏向）
- `estimated_bilirubin_mg_dl` - 估算胆红素水平（mg/dL，仅参考）
- `light_quality_score` - 光照质量评分（low / medium / high，过低时不出具风险）
- `color_card_calibrated` - 是否进行了色卡白平衡校准

## 风险等级分级

- `low_risk` - 低风险（皮肤/巩膜无明显黄染）
- `medium_risk` - 中风险（建议门诊经皮胆红素或血清胆红素复测）
- `high_risk` - 高风险（建议**立即就医复测**，警惕高胆红素血症 / 核黄疸风险）
- `inconclusive` - 不确定（光照差 / 面部遮挡 / 巩膜不可见等，无法出具结论）

## 默认阈值（可由调用方覆盖）

- 中风险：`skin_yellowness_index ∈ [0.30, 0.55]` 或 `sclera_yellowness_index ∈ [0.20, 0.40]`
- 高风险：`skin_yellowness_index > 0.55` 或 `sclera_yellowness_index > 0.40`
- 光照质量阈值：light_quality_score < 0.4 → 强制返回 `inconclusive`

## 输出字段（参考）

- `infant_detected` / `face_visible` / `sclera_visible`
- `feature_metrics` - 黄染相关特征（sclera_yellowness_index / skin_yellowness_index / skin_color_lab_b / estimated_bilirubin_mg_dl）
- `light_quality_score` / `color_card_calibrated`
- `jaundice_risk_level` - 风险等级（low_risk / medium_risk / high_risk / inconclusive）
- `risk_confidence` - 置信度（0-1）
- `recommended_action` - 建议动作（home_observe / clinic_recheck / urgent_hospital_visit / recapture_better_light）
- `alert_message` - 推送给家长的文本（如"宝宝面部黄染指数 0.62，巩膜可见明显黄色，建议尽快前往新生儿科复测胆红素"）

> 仅输出基于视觉的黄疸风险初筛提示，**不替代** 经皮胆红素仪 / 血清胆红素 / 医生面诊；中高风险务必尽快就医，由专业医生评估并制定干预方案。

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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