Health¶

Jarvis aggregates biometric and medical data from all your wearables into a single private, FHIR-compatible view with longitudinal insights and personalised alerting.

What you can do¶

• 📊 Unified dashboard of sleep, HRV, recovery, activity, weight, ECG, glucose
• 🏃 Automated coaching on training, sleep, recovery based on your patterns
• 🔔 Biometric alerts on personalised thresholds (high resting HR, falling HRV, …)
• 📈 Longitudinal insights: how does your recovery change with coffee/alcohol/travel?
• 🩺 FHIR health vault shareable with your doctor (HL7 standard export)

Supported wearables and medical devices¶

Open-source aggregators¶

• Open Wearables — unified middleware for Apple, Garmin, Polar, Suunto, Whoop, Oura
• Wearipedia (Stanford) — research wrapper for dozens of devices

Interoperability standards¶

Jarvis health architecture¶

flowchart LR
    OURA[Oura] & WHOOP[Whoop] & POLAR[Polar] & GARMIN[Garmin] & DEXCOM[Dexcom]
        --> OW[Open Wearables Middleware]
    HK[Apple HealthKit] & HC[Google Health Connect] --> OW
    OW --> NORM[Normalisation\nFHIR R4 mapping]
    NORM --> FHIR[(HAPI FHIR Server)]
    FHIR --> AGENT[Medical Agent]
    AGENT --> ALERTS[Alerts engine]
    AGENT --> COACH[Coaching engine]
    AGENT --> DASH[Dashboard]

Configuration¶

# Oura
OURA_CLIENT_ID=...
OURA_CLIENT_SECRET=...

# Whoop
WHOOP_CLIENT_ID=...
WHOOP_CLIENT_SECRET=...

# FHIR vault
FHIR_SERVER_URL=http://hapi-fhir:8081/fhir
FHIR_AUTH_TOKEN=...

Device pairing from the UI:

1. Settings → Health → Connect device
2. Choose the provider
3. Authorise via OAuth on the provider's page
4. Data starts syncing automatically (polling + webhooks)

Usage examples¶

Morning health briefing¶

"Hey Jarvis, how did I sleep last night?"

Jarvis: You slept 7h 22m, but with HRV down 18% from baseline.
        Whoop recovery score: 42% (yellow zone).
        Suggestion: light training today, no coffee after 2 pm.

Alerting¶

# config/jarvis.yaml
health:
  alerts:
    - name: "HRV trending down"
      condition: "hrv_baseline_delta < -20%"
      window: 3d
      action: notify_mobile
    - name: "Glucose out of range"
      condition: "glucose > 180 or glucose < 70"
      window: 1h
      action: notify_watch_emergency

Coaching¶

The medical-agent automatically correlates sleep, training, food (if you log meals), stress (HRV) and suggests weekly adjustments.

Privacy & security¶

⚠️ Health data is special category data under GDPR. Jarvis enforces:

• 🔐 At-rest encryption for the FHIR collection
• 🪪 OAuth tokens stored in a secret vault, never logged
• 🚫 No health data sent to cloud LLMs without explicit consent for that single task
• 📜 Audit log on every health-data access
• 🗑️ Right to be forgotten: full deletion via UI or jarvis health purge

Medical disclaimer¶

Jarvis is not a medical device and does not replace professional medical advice. Suggestions are informational and wellness-oriented. For symptoms always consult a doctor.

Roadmap¶