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Skillstravel-health-analyzer

travel-health-analyzer

Data & analytics

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Updated 10-15 20:09

About this skill

Travel Health Analysis Skill

🚨 Important Medical Disclaimer

All health advice and information provided by this skill is for reference only and cannot replace professional medical advice.

  • ⚠️ All recommendations must be reviewed by a professional doctor
  • ⚠️ Vaccination and medication plans must be developed by a doctor
  • ⚠️ No specific medical prescriptions or diagnoses are provided
  • ⚠️ Health risk data comes from WHO/CDC and may be delayed
  • ⚠️ In an emergency, seek medical attention immediately

Skill Features

1. Travel Health Planning Analysis

Analyze the user's travel plan and provide comprehensive health preparation advice.

Input: Travel destination, dates, purpose of travel Output:

  • Destination health risk assessment
  • List of required and recommended vaccinations
  • Recommended travel medicine kit list
  • Preventive measure recommendations
  • Pre-travel preparation timeline

Analysis Points:

  • Identify infectious disease risks at the destination
  • Assess food and water safety
  • Confirm environmental risks (heat, high altitude, etc.)
  • Check current outbreak information
  • Provide WHO/CDC reference links

2. Destination Health Risk Assessment

Based on WHO/CDC data, conduct a professional-grade health risk assessment for the travel destination.

Data Sources:

  • World Health Organization (WHO) International Travel Health
  • US Centers for Disease Control and Prevention (CDC) Travel Health
  • Official data from local health departments

Assessment Dimensions:

  • Infectious disease risks (dengue fever, malaria, cholera, hepatitis A, etc.)
  • Food and water safety
  • Environmental risks (heat, high altitude, air pollution)
  • Seasonal risks
  • Current outbreak alerts

Risk Levels:

  • 🟢 Low risk - Routine preventive measures
  • 🟡 Moderate risk - Special attention required
  • 🔴 High risk - Strict preventive measures required
  • ⚫ Very high risk - Consider postponing travel or taking special precautions

Output Format:

## 目的地健康风险评估: Thailand

### 传染病风险
#### 🔴 登革热 - 高风险
- **传播方式**: 蚊子叮咬
- **季节性**: 全年
- **症状**: 高热、头痛、肌肉关节痛、皮疹
- **预防**: 使用防蚊液、穿长袖衣物、住宿选择有空调房间
- **数据源**: [WHO](https://www.who.int/ith) | [CDC](https://www.cdc.gov/dengue)

### 食物饮水安全
#### 🟡 中等风险
- 饮用瓶装水或煮沸的水
- 避免冰块
- 避免生食
- 水果自己剥皮

### 当前疫情警报
暂无重大疫情爆发警报

3. Vaccination Needs Analysis

Analyze vaccination needs based on the destination and travel plan.

Analysis Content:

  • Required vaccinations (such as yellow fever)
  • Recommended vaccinations (such as hepatitis A, typhoid)
  • Vaccination timing planning
  • Vaccine interaction checks
  • Contraindication assessment

Vaccine List Template:

{
  "vaccine": "甲肝疫苗",
  "status": "completed|planned|not_required|contraindicated",
  "date": "2025-06-15",
  "booster_required": false,
  "notes": "已完成接种,提供长期保护"
}

Timing Planning Principles:

  • 4-6 weeks before departure: complete required vaccinations
  • 2-4 weeks before departure: complete recommended vaccinations
  • Some vaccines require multiple doses and need to be planned in advance

4. Smart Travel Medicine Kit Recommendations

Generate a personalized travel medicine kit list based on destination health risks and personal health status.

Medicine Kit Categories:

Prescription Medications

  • Personal chronic disease medications (sufficient amount + extra)
  • Malaria prevention medications (if needed)
  • Travel medications prescribed by other doctors

Over-the-counter medications

  • Antidiarrheal (loperamide)
  • Oral rehydration salts
  • Fever and pain relievers (acetaminophen/ibuprofen)
  • Antihistamines (loratadine)
  • Motion sickness medication
  • Antacids

Protective supplies

  • Mosquito repellent (DEET 20-30%)
  • Sunscreen (SPF 50+)
  • Masks (N95)

First aid supplies

  • Adhesive bandages
  • Disinfectant
  • Gauze and bandages
  • Thermometer
  • Small scissors and tweezers

Personalized recommendations:

  • Adjust medications based on personal medical history
  • Add or reduce items based on destination risk
  • Consider trip duration and activity type

5. Medication interaction check

Check for potential interactions between travel medications and personal medications for chronic conditions.

Check contents:

  • Malaria prophylaxis vs chronic disease medications
  • Temporary medications during travel vs routine medications
  • Vaccines vs drug interactions
  • Food vs drug interactions

Common interactions:

  • Doxycycline vs antacids, calcium and iron supplements
  • Mefloquine vs certain heart medications
  • Certain antibiotics vs oral contraceptives

Output:

## 用药相互作用检查结果

### ⚠️ 发现潜在相互作用

**多西环素 ↔ 抗酸药**
- **影响**: 抗酸药降低多西环素吸收
- **建议**: 间隔2小时服用
- **严重程度**: 中等

### ✅ 无相互作用
- 氨氯地平 vs 旅行用药无已知相互作用

6. Multilingual emergency information card generation

Generate a multilingual emergency card containing key medical information.

Supported languages:

  • English (en)
  • Chinese (zh)
  • Japanese (ja)
  • Korean (ko)
  • French (fr)
  • Spanish (es)
  • Thai (th)
  • Vietnamese (vi)

Card contents:

---
紧急医疗信息 | EMERGENCY MEDICAL INFORMATION
---

姓名: 张三 | Name: Zhang San
血型: A+ | Blood Type: A+
出生日期: 1990-01-01 | DOB: 1990-01-01

⚠️ 过敏史 | ALLERGIES
- 青霉素 (严重: 皮疹、呼吸困难) | Penicillin (Severe: Rash, Difficulty breathing)

当前用药 | CURRENT MEDICATIONS
- 氨氯地平 5mg 每日一次 (控制血压) | Amlodipine 5mg Once daily (Blood pressure)

疾病史 | MEDICAL CONDITIONS
- 高血压 (控制中) | Hypertension (Controlled)

紧急联系人 | EMERGENCY CONTACT
- 配偶: 李四 +86-138-1234-5678 | Spouse: Li Si +86-138-1234-5678
- 医生: 王医生 +86-10-8765-4321 | Doctor: Dr. Wang +86-10-8765-4321

---
[二维码: 扫描查看完整医疗记录]
[QR Code: Scan for complete medical records]
---

QR code functionality:

  • Encode a summary of key medical information
  • Cloud access link (simulated)
  • Supports offline access
  • Can be shared with healthcare personnel

7. Pre- and post-travel health check

Pre-travel health check

Check contents:

  • Personal health status assessment
  • Confirmation of chronic disease status
  • Medication adequacy check
  • Vaccination confirmation
  • Health recommendations

Output:

## 旅行前健康检查报告

### 整体评估: ✅ 适合旅行

### 健康状况
- 血压: 控制良好
- 慢性病: 稳定
- 用药: 充足

### 准备完成度
- ✅ 疫苗接种: 已完成
- ✅ 旅行药箱: 已准备
- ✅ 保险: 已购买
- ⚠️ 紧急卡片: 待生成

### 建议
1. 生成多语言紧急卡片
2. 携带足量慢性病用药
3. 旅行期间注意血压监测

Post-travel health monitoring

Monitoring contents:

  • Fever monitoring (lasting 2-4 weeks)
  • Digestive system symptoms
  • Skin abnormalities
  • Other symptoms of discomfort

Reminders for diseases with incubation periods:

  • Malaria: can onset within months after return
  • Dengue fever: usually 3-14 days
  • Typhoid fever: 1-3 weeks
  • Hepatitis A: 2-6 weeks

Data file operations

Read data

# 读取旅行健康数据
Read: data/travel-health-tracker.json

# 读取示例数据
Read: data-example/travel-health-tracker.json

Write data

# 更新旅行计划
Write: data/travel-health-tracker.json

# 保存健康检查日志
Write: data/travel-health-logs/pre-trip-assessment-YYYY-MM-DD.json

Data structure validation

  • Verify required fields exist
  • Verify date format is correct
  • Verify enumeration values are valid
  • Verify data integrity

WHO/CDC data integration

Static database (current implementation)

Built-in health risk data for common travel destinations:

  • Southeast Asia: dengue fever, hepatitis A, typhoid fever, malaria
  • Africa: malaria, yellow fever, cholera, meningitis
  • South America: dengue fever, yellow fever, Zika virus
  • Middle East: Middle East respiratory syndrome (MERS)

Data updates: Manual updates, it is recommended to update once every quarter

Dynamic query (future extension)

Planned integration:

  • WHO outbreak news RSS feed
  • CDC Travel Health API
  • Local health department outbreak notifications

Output formats

Report format

  • Markdown format, easy to read
  • Structured, easy for programmatic processing
  • Includes data source citations
  • Includes timestamps

Log format

{
  "log_id": "log_20250728_pretrip",
  "log_type": "pre_trip_assessment",
  "trip_id": "trip_20250801_seasia",
  "generated_at": "2025-07-28T10:00:00.000Z",
  "assessment_results": {
    "health_status": "suitable_for_travel",
    "vaccination_status": "completed",
    "risk_assessment": {...},
    "recommendations": [...]
  }
}

Security and privacy

Data protection

  • Passport numbers stored encrypted
  • QR codes do not contain complete sensitive information
  • Supports data export and deletion

Medical safety

  • All recommendations include a disclaimer
  • Emphasize the necessity of consulting a doctor
  • Do not provide specific prescriptions
  • Cite authoritative data sources

Usage examples

Analyze travel plans

输入: "计划2025年8月去东南亚旅游14天"

输出:
1. 目的地健康风险评估
2. 疫苗接种建议
3. 旅行药箱清单
4. 预防措施
5. 时间表

Generate emergency cards

输入: "生成英中日泰四语紧急卡片"

输出:
1. 多语言卡片文本
2. 二维码(描述)
3. 保存建议

Assess health risks

输入: "评估泰国的健康风险"

输出:
1. 传染病风险清单
2. 食物饮水安全建议
3. 环境风险
4. 当前疫情警报
5. WHO/CDC参考链接

Version: v1.0.0 Last updated: 2025-01-08 Maintainer: WellAlly Tech