
Diagnose and fix memory-kernel setup issues for any agent host — NanoClaw, OpenClaw, MCP clients (Claude Desktop / Cursor), or a plain native install. Verifies the universal store (atoms, events, index, lifecycle atoms, semantic health, drift) and then runs host-specific checks (mounts, plugin doctrine, MCP wiring, cron). Use when atoms are missing, CLAUDE.md is empty, recall feels off, the agent doesn't seem to remember anything across sessions, or you want a health check before debugging further. Triggers on "mk doctor", "memory-kernel diagnose", "atoms missing", "CLAUDE.md empty", "memory-kernel broken", "agent memory not working", "mk-memory health", "diagnose mk", "memory-kernel check", "verify memory setup".
Set up memory-kernel — persistent, file-based agent memory — for any host that needs it. Universal core (install CLI, init store, seed identity + lifecycle atoms, schedule reflect) plus host-specific plumbing for NanoClaw container agents (mounts, allowlist, restart), OpenClaw plugin-based agents (plugin install, isolation config, AGENTS.md / MEMORY.md doctrine), or any MCP-capable client (Claude Desktop, Cursor, Continue) that needs an `mk-mcp` server entry. Use when the user asks to "set up memory-kernel", "install mk", "configure agent memory", "add persistent memory to my agent", "wire up memory-kernel for NanoClaw / OpenClaw / Claude Desktop / Cursor", or anything similar where memory-kernel is being introduced to an agent host. Triggers on "mk-memory-setup", "memory-kernel setup", "set up agent memory", "install memory-kernel", "configure mk", "persistent memory across sessions", "add memory to my agent", "memory-kernel for NanoClaw", "memory-kernel for OpenClaw", "memory-kernel MCP server".
Structured typed memory with event-log replay, confidence scoring, temporal decay, type-aware ranking, typed relation edges, and conflict detection. Use for facts, decisions, constraints, beliefs, and open questions — when structure matters more than fuzzy recall.
Diagnose and fix memory-kernel setup issues. Use when memory isn't working, CLAUDE.md is empty, atoms aren't being retained, or you want to verify your memory setup is healthy. Triggers on "check memory", "memory broken", "mk doctor", "memory not working", "diagnose memory", "fix memory".
Set up memory-kernel for a NanoClaw agent — persistent memory across sessions. Use when user asks to set up memory, install memory-kernel, add persistent memory, or configure agent memory. Triggers on "setup memory", "memory-kernel", "mk-memory-setup", "add memory", "persistent memory".