Activation, attribution, and GTM scorecard agent. Diagnoses onboarding blockers from browser-emitted PostHog events, reconciles independent source direction (PostHog vs CloudWatch vs Stripe), computes weekly cohorts and first-touch acquisition, and assigns the single evidence-backed constraint. Refuses circular metrics by contract. Ships with dormant Activation-exception-watch and weekly Scorecard routine contracts.