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Hybrid memory search — FTS5 + semantic vector + MMR diversity rerank.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
List registered agents and their last heartbeat. Useful for multi-agent setups.
GDPR Article 20 — export all memories you own as portable JSON.
Search captured chat-log turns from your prior Claude / Gemini / Antigravity sessions.
Delete a memory permanently. Asks for confirmation first.
Fetch one memory by UUID or short prefix.
Show memories related to a given one — knowledge-graph traversal up to 3 hops.
| name | m3-search |
| description | Hybrid memory search — FTS5 + semantic vector + MMR diversity rerank. |
Use this skill when the user wants to search their memories, find information they previously saved, check past conventions or decisions, or resolve queries involving prior context.
Call the m3:memory_search MCP tool with query="$ARGUMENTS" and k=8.
Render the results as a numbered list:
1. <title> — <type> — score=<float>
<first 200 chars of content>
id: <uuid-prefix>
If the user wants to drill into one, suggest /m3:get <id-prefix>.
If results look stale or contradictory, suggest /m3:forget <id> for stale entries or /m3:save <correct-fact> to add the new state (contradiction detection will supersede automatically).