Personal behavior shaping plans — structured self-modification for relationship patterns #85

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opened 2026-06-09 02:42:40 +00:00 by Mark · 0 comments
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Summary

Awareness (#84) and intentional cadence (#82) tell you what's happening. This is about actively changing your own behavior to get better relationship outcomes — breaking patterns that aren't serving you and building ones that are.

Cross-cuts all relationship types: early dating, long-term partnerships, casual connections, friends, family. The same mechanism works whether you're trying to "initiate more" in dating, "be more present" at home, or "stop avoiding difficult conversations" with a friend.

This is personal, private behavior modification. The app is a coach, not a judge.


P1: Behavior diagnosis & pattern identification

Before you can change a behavior, you need to see it clearly.

  • Analyze existing interaction data for behavioral patterns: initiation frequency, conversation depth, response latency, topic avoidance, follow-through rate on promises/plans
  • Surface patterns the user might not see: "You tend to go quiet after conflict" / "You initiate more with people who initiate with you — but stop if they don't" / "Your check-ins on friends going through hard times drop off after the first message"
  • Identify gaps between intention and action: "You've said 'I should call mom more' 5 times in the last 3 months — you've called once"
  • All surfaced as suggestions, not diagnoses — user picks what resonates

P2: Plan creation & goal setting

Define what you want to change, concretely.

  • Plan builder: pick a pattern to modify, define the replacement behavior, set a timeframe (2 weeks / 30 days / 90 days)
  • Plan types:
    • Build — start doing something you don't do enough
    • Reduce — do something less
    • Replace — swap a bad pattern for a good one
    • Shape — gradually increase difficulty over stages
  • Each plan has a concrete success criterion: measurable, observable, time-bound
  • Plans can link to specific people or be general ("apply to all romantic partners")
  • Plan templates for common patterns: Initiate more, Be more present, Handle conflict better, Follow through, Be more vulnerable

P3: Execution tracking & reinforcement

Daily/weekly mechanics to keep the plan alive.

  • Per-interaction prompt: when logging an interaction with someone covered by a plan, show a lightweight check: "Did you apply your plan?" — yes/no/skip
  • Streak tracking for consecutive plan-adherent interactions
  • Progress bar: X of Y successful applications toward the plan goal
  • Micro-reinforcement: small visual celebration when hitting milestones (3-day streak, 7-day, etc.)
  • If the plan has a gap, surface gently

P4: Adaptive difficulty & shaping

Plans that get harder (or easier) based on performance, like progressive overload.

  • After consistent success, the plan escalates to the next stage
  • After consistent failure, the plan de-escalates to an easier stage
  • Shaping plans: predefined stages with increasing difficulty, auto-advance on completion
  • Example: Conflict handling plan — Stage 1: pause 5 seconds before responding. Stage 2: ask one clarifying question. Stage 3: validate their perspective. Stage 4: bring up an issue you've been avoiding.
  • User can manually adjust difficulty at any time

P5: Reflection & review

Structured check-ins to assess whether the plan is working.

  • Weekly plan review prompt with user rating (1-5)
  • Outcome correlation after 4+ weeks: did relationship metrics improve?
  • If the plan isn't working, suggest adjustments
  • Plan completion celebration with summary of what changed
  • Archive: completed plans saved as reference

P6: Privacy & safety for behavior plans

This is deeply personal data — your attempts to change yourself, logged honestly.

  • Default-off — no behavior plans active unless explicitly created
  • All plan data stored on-device, never exported or backed up
  • Biometric gate for plan viewing (reuses vault auth from #26)
  • Plan data isolated from other data in terms of export/share
  • Emergency stop: one tap pauses all active plans and hides plan data
  • Hard delete with confirmation
  • Clear labeling: "Private self-improvement tracking — for your eyes only"

Tech notes

  • Pattern detection (P1) is pure analytics over existing interaction data — no new data collection
  • Behavior shaping (P4) reuses the same adapting-interval logic from #81 but applied to plan difficulty rather than nudge timing
  • Plan data is a new store/table
  • Plan templates can be hardcoded JSON (no backend needed)
  • This feature depends on #84 for pattern data and #26 for vault auth
  • No synchronization or sharing — purely personal
## Summary Awareness (#84) and intentional cadence (#82) tell you what's happening. This is about actively changing *your own behavior* to get better relationship outcomes — breaking patterns that aren't serving you and building ones that are. Cross-cuts all relationship types: early dating, long-term partnerships, casual connections, friends, family. The same mechanism works whether you're trying to "initiate more" in dating, "be more present" at home, or "stop avoiding difficult conversations" with a friend. This is personal, private behavior modification. The app is a coach, not a judge. --- ### P1: Behavior diagnosis & pattern identification Before you can change a behavior, you need to see it clearly. - [ ] Analyze existing interaction data for behavioral patterns: initiation frequency, conversation depth, response latency, topic avoidance, follow-through rate on promises/plans - [ ] Surface patterns the user might not see: "You tend to go quiet after conflict" / "You initiate more with people who initiate with you — but stop if they don't" / "Your check-ins on friends going through hard times drop off after the first message" - [ ] Identify gaps between intention and action: "You've said 'I should call mom more' 5 times in the last 3 months — you've called once" - [ ] All surfaced as suggestions, not diagnoses — user picks what resonates ### P2: Plan creation & goal setting Define what you want to change, concretely. - [ ] Plan builder: pick a pattern to modify, define the replacement behavior, set a timeframe (2 weeks / 30 days / 90 days) - [ ] Plan types: - **Build** — start doing something you don't do enough - **Reduce** — do something less - **Replace** — swap a bad pattern for a good one - **Shape** — gradually increase difficulty over stages - [ ] Each plan has a concrete success criterion: measurable, observable, time-bound - [ ] Plans can link to specific people or be general ("apply to all romantic partners") - [ ] Plan templates for common patterns: Initiate more, Be more present, Handle conflict better, Follow through, Be more vulnerable ### P3: Execution tracking & reinforcement Daily/weekly mechanics to keep the plan alive. - [ ] Per-interaction prompt: when logging an interaction with someone covered by a plan, show a lightweight check: "Did you apply your plan?" — yes/no/skip - [ ] Streak tracking for consecutive plan-adherent interactions - [ ] Progress bar: X of Y successful applications toward the plan goal - [ ] Micro-reinforcement: small visual celebration when hitting milestones (3-day streak, 7-day, etc.) - [ ] If the plan has a gap, surface gently ### P4: Adaptive difficulty & shaping Plans that get harder (or easier) based on performance, like progressive overload. - [ ] After consistent success, the plan escalates to the next stage - [ ] After consistent failure, the plan de-escalates to an easier stage - [ ] Shaping plans: predefined stages with increasing difficulty, auto-advance on completion - [ ] Example: Conflict handling plan — Stage 1: pause 5 seconds before responding. Stage 2: ask one clarifying question. Stage 3: validate their perspective. Stage 4: bring up an issue you've been avoiding. - [ ] User can manually adjust difficulty at any time ### P5: Reflection & review Structured check-ins to assess whether the plan is working. - [ ] Weekly plan review prompt with user rating (1-5) - [ ] Outcome correlation after 4+ weeks: did relationship metrics improve? - [ ] If the plan isn't working, suggest adjustments - [ ] Plan completion celebration with summary of what changed - [ ] Archive: completed plans saved as reference ### P6: Privacy & safety for behavior plans This is deeply personal data — your attempts to change yourself, logged honestly. - [ ] Default-off — no behavior plans active unless explicitly created - [ ] All plan data stored on-device, never exported or backed up - [ ] Biometric gate for plan viewing (reuses vault auth from #26) - [ ] Plan data isolated from other data in terms of export/share - [ ] Emergency stop: one tap pauses all active plans and hides plan data - [ ] Hard delete with confirmation - [ ] Clear labeling: "Private self-improvement tracking — for your eyes only" ## Tech notes - Pattern detection (P1) is pure analytics over existing interaction data — no new data collection - Behavior shaping (P4) reuses the same adapting-interval logic from #81 but applied to plan difficulty rather than nudge timing - Plan data is a new store/table - Plan templates can be hardcoded JSON (no backend needed) - This feature depends on #84 for pattern data and #26 for vault auth - No synchronization or sharing — purely personal
Mark closed this issue 2026-06-13 15:00:46 +00:00
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Mark/kimi_agent_kin_app_sync#85
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