memfs

MVM offline integration. Reads mvm stats + recall-log; resolves every detected anomaly within the same cycle (no sinks). Coverage → proactive ingest. Quality failure → cross-check → re-ingest if confirmed. Staleness → cross-check → supersede if confirmed. Contested/gap → user escalation. Triggers: '/mvm-dream', 'mvm dream', 'mvm consolidate', 'mvm maintenance'.

MVM closed-loop write. Reads a source (URL/file), authors locked test cases, runs naked baseline + injected verify (Agent-tool cold-clones, model: haiku), commits canonical only if all tests pass. Triggers: '/mvm-ingest', 'ingest <source>', 'add to mvm KB', 'remember this from <url>', 'capture <source>'.

MVM unified question-answering. Step 0 memo-cache, then KB + web retrieval INLINE (orchestrator searches itself) plus ONE naked-baseline haiku probe for prior-contamination signal; reconciles via trust hierarchy KB>web>weights, auto-spawns /mvm-ingest on web hits, logs every recall via `recall-log add`. Triggers: '/mvm-recall', 'recall <question>', any factual question routed to mvm.