Atlas / Skills / freedomintelligence / Wellally Tech

Wellally TechSAFE

skills/freedomintelligence/wellally-tech

The largest open-source medical AI skills library for OpenClaw🦞.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
—
Stars
3,053
01

Overview

The largest open-source medical AI skills library for OpenClaw🦞.

Read from source at commit 29f31a89230cOBSERVED · 2026-10-08
02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: wellally-tech
description: Integrate digital health data sources (Apple Health, Fitbit, Oura Ring) and connect to WellAlly.tech knowledge base. Import external health device data, standardize to local format, and recommend relevant WellAlly.tech knowledge base articles based on health data. Support generic CSV/JSON import, provide intelligent article recommendations, and help users better manage personal health data.
allowed-tools: Read, Grep, Glob, Write
---

# 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: []
  };
}
```

**2.5 Generate Import Report**
```javascript
const importReport = {
  source: dataSource,
  import_date: new Date().toISOString(),
  records_imported: {
    steps: 1234,
    weight: 30,
    heart_rate: 1200,
    sleep: 90
  },
  date_range: {
    start: "2025-01-01",
    end: "2025-01-22"
  },
  validation: validationResults
};
```

#### Step 3: Knowledge Base Query Workflow

If user wants to query knowledge base:

**3.1 Identify Query Topic**
```javascript
const topic = identifyTopic(userInput);
// Possible returns: "nutrition", "fitness", "sleep", "mental-health", "chronic-disease", "hypertension", "diabetes", etc.
```

**3.2 Search Relevant Articles**
Find relevant articles from knowledge base index:

```javascript
function searchKnowledgeBase(topic) {
  // Read knowledge base index
  const kbIndex = readFile('.claude/skills/wellally-tech/knowledge-base/index.md');

  // Find matching articles
  const articles = kbIndex.categories.filter(cat =>
    cat.tags.includes(topic) || cat.keywords.includes(topic)
  );

  return articles;
}
```

**3.3 Return Article Links**
```javascript
const results = {
  topic: topic,
  articles: [
    {
      title: "Hypertension Monitoring and Management",
      url: "https://wellally.tech/knowledge-base/chronic-disease/hypertension-monitoring",
      category: "Chronic Disease Management",
      description: "Learn how to effectively monitor and manage blood pressure"
    },
    {
      title: "Blood Pressure Lowering Strategies",
      url: "https://wellally.tech/knowledge-base/chronic-disease/bp-lowering-strategies",
      category: "Chronic Disease Management",
      description: "Improve blood pressure levels through lifestyle changes"
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-08 · audit v0.4.1 · source sha 29f31a89230cfull audit observations/trust-audit/skill/freedomintelligence__wellally-tech.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-0829f31a89230cSAFEB89first audit
05

Questions

What does the Wellally Tech skill do?

The largest open-source medical AI skills library for OpenClaw🦞.

Is Wellally Tech safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Wellally Tech access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (29f31a89230c), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.

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