patibandlavenkatamanideep

Reviews MemoryOps AI architecture, ADRs, service boundaries, phase gates, and production roadmap. Use when planning a feature, evaluating a design change, or checking that the repo still matches its documented architecture.

Audits the MemoryOps AI invariants: tenant isolation, deleted-memory guarantee, policy-before-storage, audit coverage, and temporary-chat behavior. Use to verify safety properties still hold after a change.

Runs MemoryOps AI validation commands, checks RELEASING.md discipline, and prepares release notes. Use when cutting a version (vX.Y) or verifying main is release-ready.