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OutbreakForge

Epidemiology you can run, for ages 15–18. Pick a synthetic outbreak, predict what happens, then a deterministic SIR/SEIR model computes it — the curve, R₀, the herd-immunity threshold. Then decide: vaccinate, reduce contact, and weigh cases prevented against the cost of restriction. No made-up people are harmed and there's no single right answer. On-device, synthetic populations only.

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In planning Swift 6 · SwiftUI · FoundationModels NGSS HS-LS2-1 NGSS HS-LS4-6 CCSS Math HSF.LE.A.1 Hero color: #2f7d8c
Engagement: Modes pending

What's inside

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Learning goal

Epidemiology you can run, for ages 15–18. Pick a synthetic outbreak, predict what happens, then a deterministic SIR/SEIR model computes it — the curve, R₀, the herd-immunity threshold. Then decide: vaccinate, reduce contact, and weigh cases prevented against the cost of restriction. No made-up people are harmed and there's no single right answer. On-device, synthetic populations only.

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Question kits

16 curriculum-aligned kits × 25 questions = 400 questions per app, mapped to recognized standards.

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On-device AI mentor

FoundationModels-powered hints, feedback, and adaptive difficulty — all running locally.

How OutbreakForge handles your kid's data

  • ✅ All progress, settings, and AI-generated content stays on the device
  • ✅ No analytics, no tracking, no third-party SDKs
  • ✅ No ads, no in-app purchases — you pay once
  • ✅ COPPA compliant under the 2026 FTC amendments
  • ✅ Parental controls + session limits + content filters built in

Full parent privacy guide →

Built with ForgeKit

OutbreakForge runs on ForgeKit — the open-source Swift Package Manager framework that powers every Spark & Anvil app. ForgeKit ensures consistent accessibility, COPPA compliance, and design language across the portfolio, so your kid's progress and preferences feel coherent across every app they touch.

Coming to the App Store

OutbreakForge is in active development. Email us to hear when it ships — no marketing, no spam, just a one-shot launch announcement.

Email me at launch

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