intelligent-triage-symptom-analysis

# Intelligent Triage and Symptom Analysis

> **Version**: 1.0.2  
> **Category**: Healthcare / Medical  
> **Billing**: SkillPay (1 token per call, ~0.001 USDT)

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)

## Quick Start

### Analyze symptoms:

```python
from scripts.triage import analyze_symptoms
import os

# Set environment variables
os.environ["SKILL_BILLING_API_KEY"] = "your-api-key"
os.environ["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["triage"]["level"])
    print("紧急程度:", result["triage"]["urgency"])
    print("建议措施:", result["recommendations"])
else:
    print("错误:", result["error"])
    if "paymentUrl" in result:
        print("充值链接:", result["paymentUrl"])
```

### API Usage:

```bash
# Set environment variables
export SKILL_BILLING_API_KEY="your-api-key"
export SKILL_ID="your-skill-id"

# Run analysis
python scripts/triage.py \
  --symptoms "胸痛，呼吸困难" \
  --age 65 \
  --gender male \
  --user-id "user_123"
```

## Configuration

- Provider: skillpay.me
- Pricing: 1 token per call (~0.001 USDT)
- Minimum deposit: 8 USDT
- API Key: `SKILL_BILLING_API_KEY` environment variable
- Skill ID: `SKILL_ID` environment variable...

# Intelligent Triage and Symptom Analysis

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

## Features

- **Comprehensive Symptom Coverage** - 650+ symptoms across 11 body systems
- **Standardized Triage** - 5-level classification (Resuscitation to Non-emergency)
- **Red Flag Detection** - ≥95% accuracy for life-threatening conditions
- **NLP Analysis** - Natural language symptom extraction
- **Differential Diagnosis** - ML-assisted condition ranking
- **SkillPay Billing** - 1 token per analysis (~0.001 USDT)

## Installation

1. Clone or download this skill to your OpenClaw workspace:
```bash
cd /home/node/.openclaw/workspace/skills/
```

2. Install Python dependencies (if any additional packages are needed):
```bash
pip install -r requirements.txt  # if requirements.txt exists
```

3. Copy the environment variables file and configure:
```bash
cp .env.example .env
# Edit .env with your actual API keys
```

## Environment Variables Configuration

Copy `.env.example` to `.env` and configure the following variables:

### Required Variables

| Variable | Description | Required |
|----------|-------------|----------|
| `SKILL_BILLING_API_KEY` | Your SkillPay API key for billing | Yes |
| `SKILL_ID` | Your Skill ID from SkillPay dashboard | Yes |

### Optional Variables

| Variable | Description | Default |
|----------|-------------|---------|
| `OPENAI_API_KEY` | OpenAI API key for enhanced NLP | - |
| `ANTHROPIC_API_KEY` | Anthropic API key for enhanced NLP | - |
| `ICD11_API_KEY` | ICD-11 API key for disease codes | - |
| `SNOMED_API_KEY` | SNOMED CT API key for medical terms | - |
| `PHI_ENCRYPTION_KEY` | Encryption key for PHI protection | - |
| `DATA_RETENTION_DAYS` | Days to retain analysis data | 30 |
| `AUDIT_LOGGING_ENABLED` | Enable audit logging | true |
| `RED_FLAG_ALERTS_ENABLED` | Enable red flag alerts | true |

## Usage Exam...