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Habit formation engine — spaced repetition, lock-in tracking & retention curves — Phase 3: Retention/decay curves #96

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opened 2026-06-09 06:15:19 +00:00 by Mark · 0 comments
Mark commented 2026-06-09 06:15:19 +00:00
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Phase 3: Retention/decay curves

Flag relationships that are atrophying, regardless of explicit goals.

  • Calculate a decay curve per relationship: ideal contact frequency falls off with a half-life (e.g., 2 weeks without contact = relationship warmth halves)
  • Flag "cooling off" relationships on dashboard when contact gap exceeds 1.5x the person's typical cadence
  • Small indicator on PersonCard: "3 weeks since last contact — this relationship is cooling"
  • Priority Today surface: add a "Reconnection" section for cooling-off relationships
  • Track trend: "You contacted Alex 4x this month vs 2x last month (up)" — directional awareness

Decomposed from kimi_agent_kin_app_sync#81

## Phase 3: Retention/decay curves Flag relationships that are atrophying, regardless of explicit goals. - [ ] Calculate a decay curve per relationship: ideal contact frequency falls off with a half-life (e.g., 2 weeks without contact = relationship warmth halves) - [ ] Flag "cooling off" relationships on dashboard when contact gap exceeds 1.5x the person's typical cadence - [ ] Small indicator on PersonCard: "3 weeks since last contact — this relationship is cooling" - [ ] Priority Today surface: add a "Reconnection" section for cooling-off relationships - [ ] Track trend: "You contacted Alex 4x this month vs 2x last month (up)" — directional awareness --- _Decomposed from [kimi_agent_kin_app_sync#81](https://forgejo.tail018ac4.ts.net/Mark/kimi_agent_kin_app_sync/issues/81)_
Mark 2026-06-11 04:39:13 +00:00
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