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Add HealthKit full-sync pipeline with recovery model, load_state_v2 a…#33

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shchukins merged 1 commit intomainfrom
feature/user-insights-readiness-feedback
Apr 8, 2026
Merged

Add HealthKit full-sync pipeline with recovery model, load_state_v2 a…#33
shchukins merged 1 commit intomainfrom
feature/user-insights-readiness-feedback

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Model v2: HealthKit + Recovery + Readiness

This PR introduces the first end-to-end implementation of Human Engine model v2:

Data ingestion

  • HealthKit full-sync endpoint
  • raw + normalized tables

Recovery layer

  • sleep, HRV, resting HR aggregation
  • daily recovery score

Load model v2

  • fitness
  • fast fatigue
  • slow fatigue
  • nonlinear load input

Readiness layer

  • readiness score (load + recovery)
  • good day probability

Infrastructure

  • SQL schemas for new layers
  • updated docs (architecture, model, data)

This establishes a full pipeline:
HealthKit → Recovery → Load → Readiness → API

@shchukins shchukins merged commit 0f367bd into main Apr 8, 2026
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