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Model v2: recovery baseline + explainability + docs alignment#35

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shchukins merged 2 commits intomainfrom
feature/user-insights-readiness-feedback
Apr 9, 2026
Merged

Model v2: recovery baseline + explainability + docs alignment#35
shchukins merged 2 commits intomainfrom
feature/user-insights-readiness-feedback

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Model v2 update

Changes

  • Implemented baseline-aware recovery (HRV, RHR, sleep)
  • Added recovery_explanation_json (full breakdown of recovery score)
  • Stabilized HealthKit pipeline (full-sync → normalized → recovery → readiness)
  • Implemented load_state_daily_v2 (fast/slow fatigue, continuous timeline)
  • Updated readiness model (freshness + recovery + probability)
  • Aligned documentation with actual implementation

Result

  • Recovery is now a first-class signal
  • Readiness reflects both load and recovery
  • System works end-to-end from iOS to readiness

Next

  • readiness explainability
  • calibration
  • UI layer

- update CURRENT_STATE with implemented recovery and readiness layers
- document load_state_daily_v2 (fast/slow fatigue, calendar continuity)
- document baseline-aware recovery with explanation payload
- update readiness model (freshness + recovery, probability layer)
- align DATA_MODEL with healthkit + recovery + readiness tables
- clean outdated 'planned' statements (now implemented)
@shchukins shchukins merged commit 4325137 into main Apr 9, 2026
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