Family OS Pediatric Node (Leo Vance • Age 8)

Leo Vance

Age: 8 | Guardian: Marcus Vance

Pediatric Dashboard: Age 8

Austin, TX • Focus: Environmental Triggers & Skin Defense

Pollen (Local API)

Very High Oak

Humidity (WeatherKit)

88% Spiking

UV Sensor (Apple Watch)

Index 9 Extreme

Direct Sun Limit

95m Exceeded

Resolved Family Graph

Mother (Age 34)

Asthma History

Father (Age 36)

Severe Atopic Dermatitis

Paternal Grandfather

Melanoma (Diag. 52)

Predictive Flag: Eczema Flare-up

GeneEcho AI detected a sudden environmental shift triggering a known genetic vulnerability.

KG: Father has severe eczema. Mother has asthma.
Env: Humidity spiked 45% → 88%. Oak high.
Agent Recommendation: Apply barrier cream (ceramides) tonight. Run HEPA air purifier in bedroom.

Acute Risk: UV Exposure Limit Exceeded

Wearable detects 95 minutes of direct sunlight exposure today.

IMMEDIATE ACTION

Genetic Risk Factor: Paternal Melanoma history.

Agent Action Taken: Automated SMS sent to parent:
"Leo has reached his safe sun limit based on family history. Apply SPF 50 or move to shade."

New Knowledge Graph Triples Executed

(Leo_Vance, exposed_to, UV_Index_9)

(Leo_Vance, has_relative, Grandfather_John)

(Grandfather_John, diagnosed_with, Melanoma)

(UV_Index_9, accelerates_risk_of, Melanoma)

→ TRIGGER GENERATIVE AGENT: UV WARNING

(Location_Austin, current_humidity, 88%)

(Father_Mark, diagnosed_with, Atopic_Dermatitis)

→ TRIGGER GENERATIVE AGENT: ECZEMA PREVENTION