memory-oracle

Federated memory oracle for synthesizing machine facts, project knowledge, and cross-seat conclusions from durable KB files. Use when a workflow needs remembered facts, orphan knowledge recovery, project-history synthesis, or evidence-backed answers from ~/.agents/memory. Also use when memory must reconcile findings across seats. Covers KB search, structured synthesis, and memory write/read guidance. Do NOT use for live implementation, dispatch ownership, Feishu messaging, or guessing facts without stored evidence.