Intelligent Triage Symptom Analysis

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Intelligent Triage and Symptom Analysis

> Version: 1.1.0 > Category: Healthcare / Medical > Billing: SkillPay (1 token per call, ~0.001 USDT) > Free Trial: 10 free calls per user > Demo Mode: ✅ Available (no API key required)

AI-powered medical triage assistance for healthcare providers, telemedicine platforms, and patients. Provides accurate preliminary symptom assessment and urgency recommendations.

Features

1. Comprehensive Symptom Coverage - 650+ symptoms across 11 body systems 2. Standardized Triage - 5-level classification (Resuscitation to Non-emergency) 3. Red Flag Detection - ≥95% accuracy for life-threatening conditions 4. NLP Analysis - Natural language symptom extraction 5. Differential Diagnosis - ML-assisted condition ranking 6. SkillPay Billing - 1 token per analysis (~0.001 USDT) 7. Free Trial - 10 free calls for every new user 8. Demo Mode - Try without API key, returns simulated triage data 9. Symptom History - Track patient symptom history over time 10. Multi-language Support - Chinese and English output

🌟 用户好评

📈 数据统计

Pricing / 定价 💰

🎁 免费试用 (Free Trial)

💎 基础版 (Basic) - 最受欢迎!

⭐ 专业版 (Pro) - 性价比之王!

🏢 企业版 (Enterprise)

🎫 积分包 (Credit Packages) - 灵活选择!

🔥 限时特惠: 首次购买任意套餐，额外赠送20%积分!

💡 温馨提示:

🎁 免费试用 (Free Trial)

💎 基础版 (Basic) - 最受欢迎!

⭐ 专业版 (Pro) - 性价比之王!

🏢 企业版 (Enterprise)

🎫 积分包 (Credit Packages) - 灵活选择!

🔥 限时特惠: 首次购买任意套餐，额外赠送20%积分!

💡 温馨提示:

Support / 支持

If you find this skill helpful, you can support the developer:

EVM Address: 0xf8ea28c182245d9f66f63749c9bbfb3cfc7d4815

Your support helps maintain and improve this skill!

Demo Mode

Try the skill without any API key:

python scripts/triage.py --demo --symptoms "胸痛、呼吸困难"

Demo mode returns realistic simulated triage assessments to demonstrate the output format.

Free Trial

Each user gets 10 free calls before billing begins. During the trial:

{
    "success": True,
    "trial_mode": True,      # Currently in free trial
    "trial_remaining": 8,    # 8 free calls left
    "balance": None,         # No balance needed in trial
    "analysis": {...}
}

After 10 free calls, normal billing applies.

Quick Start

Demo Mode (No API Key):

python scripts/triage.py --demo --symptoms "胸痛、呼吸困难、持续30分钟"

Analyze symptoms:

from scripts.triage import analyze_symptoms
import os
Set environment variables
os.environ["SKILLPAY_API_KEY"] = "your-api-key"
os.environ["SKILLPAY_SKILL_ID"] = "your-skill-id"
Analyze patient symptoms
result = analyze_symptoms(
    symptoms="胸痛，呼吸困难，持续30分钟",
    age=65,
    gender="male",
    vital_signs={"bp": "160/95", "hr": 110, "temp": 37.2},
    user_id="user_123"
)
Check result
if result["success"]:
    print("分诊等级:", result["analysis"]["triage"]["level"])
    print("紧急程度:", result["analysis"]["triage"]["urgency"])
    print("建议措施:", result["analysis"]["recommendations"])
else:
    print("错误:", result["error"])
    if "paymentUrl" in result:
        print("充值链接:", result["paymentUrl"])

View Symptom History:

python scripts/triage.py --history --user-id "user_123"

With Vital Signs:

python scripts/triage.py --symptoms "胸痛" --age 65 --vital-signs '{"bp":"160/95","hr":110}' --user-id "user_123"

Language Selection:

# Chinese output (default)
python scripts/triage.py --symptoms "头痛、发热" --age 35 --language zh --user-id "user_123"
English output
python scripts/triage.py --symptoms "headache, fever" --age 35 --language en --user-id "user_123"

Environment Variables

This skill requires the following environment variables:

Required Variables (After Trial)

| Variable | Description | Required | Example | |----------|-------------|----------|---------| | SKILLPAY_API_KEY | Your SkillPay API key for billing | After trial | skp_abc123... | | SKILLPAY_SKILL_ID | Your Skill ID from SkillPay dashboard | After trial | skill_def456... |

Optional Variables

| Variable | Description | Default | |----------|-------------|---------| | TRIAGE_DATA_RETENTION_DAYS | Days to retain triage history | 90 | | ENABLE_SYMPTOM_HISTORY | Enable symptom history tracking | true |

See .env.example for a complete list of environment variables.

Configuration

The skill uses SkillPay billing integration:

Triage Levels

| Level | Name | Response Time | Description | Examples | |-------|------|---------------|-------------|----------| | 1 | Resuscitation | Immediate | Life-threatening conditions requiring immediate intervention | Cardiac arrest, severe trauma, respiratory failure | | 2 | Emergent | <15 min | High-risk conditions requiring rapid evaluation | Chest pain, severe bleeding, altered mental status | | 3 | Urgent | <30 min | Serious conditions requiring timely medical attention | Abdominal pain, high fever, moderate trauma | | 4 | Semi-Urgent | <60 min | Less acute conditions needing evaluation within hours | Minor injuries, chronic symptoms, stable conditions | | 5 | Non-urgent | >60 min | Minor conditions that can wait days to weeks | Follow-up, prescription refill, administrative requests |

Risk Stratification Factors

🌟 用户好评

📈 数据统计

Pricing / 定价 💰

🎁 免费试用 (Free Trial)

💎 基础版 (Basic) - 最受欢迎!

⭐ 专业版 (Pro) - 性价比之王!

🏢 企业版 (Enterprise)

🎫 积分包 (Credit Packages) - 灵活选择!

🔥 限时特惠: 首次购买任意套餐，额外赠送20%积分!

💡 温馨提示:

🎁 免费试用 (Free Trial)

💎 基础版 (Basic) - 最受欢迎!

⭐ 专业版 (Pro) - 性价比之王!

🏢 企业版 (Enterprise)

🎫 积分包 (Credit Packages) - 灵活选择!

🔥 限时特惠: 首次购买任意套餐，额外赠送20%积分!

💡 温馨提示:

Supported Body Systems & Symptoms

1. Cardiovascular Symptoms

2. Respiratory Symptoms

3. Gastrointestinal Symptoms

4. Neurological Symptoms

5. Musculoskeletal Symptoms

6. Dermatological Symptoms

7. Genitourinary Symptoms

8. Endocrine Symptoms

9. Hematological Symptoms

10. Immunological Symptoms

11. Psychiatric Symptoms

Symptom History

The skill can track patient symptom history for longitudinal care:

# Symptom history is automatically saved for each analysis
To retrieve history:
from scripts.triage import SymptomHistoryManager
history_manager = SymptomHistoryManager("user_123")
history = history_manager.load_history()
recent_symptoms = history_manager.get_recent_symptoms(days=30)

Safety and Quality

Clinical Safety Mechanisms

Disclaimer

This tool is for preliminary assessment only and does not replace professional medical diagnosis. Always consult qualified healthcare providers for medical decisions.

System Limitations:

References

Changelog

v1.1.0

v1.0.3

Demo Mode (No API Key):

python scripts/triage.py --demo --symptoms "胸痛、呼吸困难、持续30分钟"

Analyze symptoms:

from scripts.triage import analyze_symptoms
import os
Set environment variables
os.environ["SKILLPAY_API_KEY"] = "your-api-key"
os.environ["SKILLPAY_SKILL_ID"] = "your-skill-id"
Analyze patient symptoms
result = analyze_symptoms(
    symptoms="胸痛，呼吸困难，持续30分钟",
    age=65,
    gender="male",
    vital_signs={"bp": "160/95", "hr": 110, "temp": 37.2},
    user_id="user_123"
)
Check result
if result["success"]:
    print("分诊等级:", result["analysis"]["triage"]["level"])
    print("紧急程度:", result["analysis"]["triage"]["urgency"])
    print("建议措施:", result["analysis"]["recommendations"])
else:
    print("错误:", result["error"])
    if "paymentUrl" in result:
        print("充值链接:", result["paymentUrl"])

View Symptom History:

python scripts/triage.py --history --user-id "user_123"

With Vital Signs:

python scripts/triage.py --symptoms "胸痛" --age 65 --vital-signs '{"bp":"160/95","hr":110}' --user-id "user_123"

Language Selection:

# Chinese output (default)
python scripts/triage.py --symptoms "头痛、发热" --age 35 --language zh --user-id "user_123"
English output
python scripts/triage.py --symptoms "headache, fever" --age 35 --language en --user-id "user_123"

The skill uses SkillPay billing integration: