source_event_id: dais-chat-2026-07-10-life-manager-tobe
user_segment: dogfood
opportunity: Users should not answer long onboarding forms; Life Manager should ask only what they want out of life plus required connectors, then infer the rest from Calendar/Gmail/context.
desired_outcome: activation,trust,retention
evidence: anicca-project docs/superpowers/specs/2026-07-10-life-manager-autopilot-product-loop-design.md
proposed_assumption_test: Dogfood with Dais tenant and one generalized tenant path; verify onboarding can finish with minimal answers and still create a usable context graph.
success_metric: onboarding_completed_with_min_questions=true; context_graph_fields_inferred>=5; followup_questions_blocking_action<=1
source_event_id: dais-chat-2026-07-10-life-manager-tobe
user_segment: dogfood
opportunity: Users should not answer long onboarding forms; Life Manager should ask only what they want out of life plus required connectors, then infer the rest from Calendar/Gmail/context.
desired_outcome: activation,trust,retention
evidence: anicca-project docs/superpowers/specs/2026-07-10-life-manager-autopilot-product-loop-design.md
proposed_assumption_test: Dogfood with Dais tenant and one generalized tenant path; verify onboarding can finish with minimal answers and still create a usable context graph.
success_metric: onboarding_completed_with_min_questions=true; context_graph_fields_inferred>=5; followup_questions_blocking_action<=1