Use when working with OpenClaw-style long-term memory, memory-lancedb-pro, LanceDB-backed recall and capture, smart extraction, lifecycle scoring, scopes, markdown mirrors, export snapshots, or when aligning Codex memory workflows with the OpenClaw plugin and the shared qmd/experience-manager stack.
Use this skill as the governance layer for OpenClaw-style long-term memory.
It tells Codex how to reason about memory-lancedb-pro, its Codex bridge, and how to align it with qmd and experience-manager.
memory-lancedb-pro.qmd first for reusable answers.memory-lancedb-pro bridge next.experience-manager as the durable shared memory store.memory-lancedb-pro as the reference design for memory policy and the bridge as a read-only Codex view.qmd and experience-manager.autoRecall -> check memory before answering.autoCapture and smartExtraction -> record durable corrections, preferences, and patterns after answering.mdMirror -> keep a human-readable markdown mirror when useful.memory-lancedb-pro-bridge -> read mirror/export snapshots from Codex.memoryReflection / sessionStrategy -> distill session history into memory when the session itself matters.scopes -> isolate memory by user, project, or agent when needed.For reusable problems, complete the loop:
qmdmemory-lancedb-pro bridge if the question is about memory behaviorexperience-managerWhen an OpenClaw workflow is requested, inspect memory-lancedb-pro docs and use the plugin's hook model as the source of truth.