Auto-install bridge: a Pulse cost-gate rule can read the routine service user's live L1-essential memory tolerance through rule.memory_l1_threshold, so the gate self-tunes (ADR-007 / ADR-009).
Viindoo AI - Pulse Memory Bridge
Viindoo AI - Memory Brain Bridge
Personalise applied skill manifests with the user L0 identity
Viindoo AI - Skill Memory Bridge
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