wellally-tech

Files (8)

• SKILL.md
• data-sources.md
• chronic-disease.md · knowledge-base/
• fitness.md · knowledge-base/
• index.md · knowledge-base/
• mental-health.md · knowledge-base/
• nutrition.md · knowledge-base/
• sleep.md · knowledge-base/

SKILL.md (first lines)

# WellAlly Digital Health Integration

Integrate multiple digital health data sources, connect to [WellAlly.tech](https://www.wellally.tech/) knowledge base, providing data import and knowledge reference for personal health management systems.

## Core Features

### 1. Digital Health Data Import
- **Apple Health (HealthKit)**: Export XML/ZIP file parsing
- **Fitbit**: OAuth2 API integration and CSV import
- **Oura Ring**: API v2 data synchronization
- **Generic Import**: CSV/JSON file import with field mapping

### 2. WellAlly.tech Knowledge Base Integration
- **Categorized Article Index**: Nutrition, fitness, sleep, mental health, chronic disease management
- **Intelligent Recommendations**: Recommend relevant articles based on user health data
- **URL References**: Provide direct links to [WellAlly.tech](https://www.wellally.tech/) platform

### 3. Data Standardization
- **Format Conversion**: Convert external data to local JSON format
- **Field Mapping**: Intelligently map data fields from different platforms
- **Data Validation**: Ensure completeness and accuracy of imported data

### 4. Intelligent Article Recommendations
- **Health Status Analysis**: Based on user health data analysis
- **Relevance Matching**: Recommend articles most relevant to user health conditions
- **Category Navigation**: Organize knowledge base articles by health topics

## Usage Instructions

### Trigger Conditions

Use this skill when users mention the following scenarios:

**Data Import**:
- ✅ "Import my health data from Apple Health"
- ✅ "Connect my Fitbit device"
- ✅ "Sync my Oura Ring data"
- ✅ "Import CSV health data file"
- ✅ "How to import fitness tracker/smartwatch data"

**Knowledge Base Query**:
- ✅ "Articles about hypertension on WellAlly platform"
- ✅ "Recommend some health management reading materials"
- ✅ "Recommend articles based on my health data"
- ✅ "WellAlly knowledge base articles about sleep"
- ✅ "How to improve my blood pressure (check knowledge base)"

**Data Management**:
- ✅ "What health data sources do I have"
- ✅ "Integrate health data from different platforms"
- ✅ "View imported external data"

### Execution Steps

#### Step 1: Identify User Intent

Determine what the user wants:
1. **Import Data**: Import data from external health platforms
2. **Query Knowledge Base**: Find [WellAlly.tech](https://www.wellally.tech/) related articles
3. **Get Recommendations**: Recommend articles based on health data
4. **Data Management**: View or manage imported external data

#### Step 2: Data Import Workflow

If user wants to import data:

**2.1 Determine Data Source**
```javascript
const dataSource = identifySource(userInput);
// Possible returns: "apple-health", "fitbit", "oura", "generic-csv", "generic-json"
```

**2.2 Read External Data**
Use appropriate import script based on data source type:

```javascript
// Apple Health
const appleHealthData = readAppleHealthExport(exportPath);

// Fitbit
const fitbitData = fetchFitbitData(dateRange);

// Oura Ring
const ouraData = fetchOuraData(dateRange);

// Generic CSV/JSON
const genericData = readGenericFile(filePath, mappingConfig);
```

**2.3 Data Mapping and Conversion**
Map external data to local format:

```javascript
// Example: Apple Health steps mapping
function mapAppleHealthSteps(appleRecord) {
  return {
    date: formatDateTime(appleRecord.startDate),
    steps: parseInt(appleRecord.value),
    source: "Apple Health",
    device: appleRecord.sourceName
  };
}

// Save to local file
saveToLocalFile("data/fitness/activities.json", mappedData);
```

**2.4 Data Validation**
```javascript
function validateImportedData(data) {
  // Check required fields
  // Validate data types
  // Check data ranges
  // Ensure correct time format

  return {
    valid: true,
    errors: [],
    warnings: []

From huifer/WellAlly-health, MIT.

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