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HealthForge — Biometrics Platform

Wearable-integrated biometrics platform with Real Age scoring and an AI health agent.


[ WHY_IT_MATTERS ]

Personal-health analytics with pattern recognition, Real Age scoring, training/sleep/weight tracking, and an AI health agent. Active development. Foundation for the Walter DNA Project healthspan thesis productized.

[ OVERVIEW ]

HealthForge is a personal-health platform at health-api.ecbtx.com. It pulls biometric streams from Whoop, Garmin, and Apple Health, then surfaces a Morning Briefing (sleep quality + stress + weight + RHR), a 7-day Lowest HR tracker with why-logging, a Real Age curve, weekly training schedules with daily set logging, and an AI Health Agent (Claude) with persistent conversation. Insights are computed from 30+ pattern-recognition rules that surface lowest-HR days, training-stress anomalies, sleep-quality dips, and manual-weight gaps. Backend is FastAPI + PostgreSQL on Railway; frontend is React 19 + Vite + Tailwind 4 with Recharts visualizations. The system is the operator personal health log and the technical seed for any future healthspan SaaS productized off the Walter Burns DNA Project.

[ BY_THE_NUMBERS ]
  • > 18 commits / 30d
  • > 7 pages
  • > Wearable integrations: Whoop + Garmin + Apple Health
  • > AI Health Agent (Claude) with conversation persistence
  • > Real Age trend computation
  • > 30+ insight pattern-recognition rules
  • > Weekly training schedules with set logging
[ NEXT_90_DAYS ]
  • Productize alongside Walter DNA Project
  • Pricing tier launch
  • Community / leaderboard layer
  • Clinical labs integration
[ TALK_TO_PHIL ]

QUESTIONS ABOUT HEALTHFORGE — BIOMETRICS PLATFORM? ASK PHIL DIRECTLY.

// Phil is Will's voice agent. Architecture, pricing, roadmap, licensing — for any product.