source_event_id: dais-chat-2026-07-10-life-manager-tobe
user_segment: dogfood
opportunity: Users should not need to watch notifications; Life Manager should call before leaving, waking, sleeping, or important events and handle lateness when configured.
desired_outcome: call_success,trust,mental_health
evidence: anicca-project docs/superpowers/specs/2026-07-10-life-manager-autopilot-product-loop-design.md
proposed_assumption_test: For Dais tenant, trigger a call before a real calendar leave time and write call/result evidence. Stakeholder notification only when consent/config exists.
success_metric: call_ledger_rows>0; call_attempted_before_leave_time=true; late_risk_written=true
source_event_id: dais-chat-2026-07-10-life-manager-tobe
user_segment: dogfood
opportunity: Users should not need to watch notifications; Life Manager should call before leaving, waking, sleeping, or important events and handle lateness when configured.
desired_outcome: call_success,trust,mental_health
evidence: anicca-project docs/superpowers/specs/2026-07-10-life-manager-autopilot-product-loop-design.md
proposed_assumption_test: For Dais tenant, trigger a call before a real calendar leave time and write call/result evidence. Stakeholder notification only when consent/config exists.
success_metric: call_ledger_rows>0; call_attempted_before_leave_time=true; late_risk_written=true