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m3-search
Hybrid memory search — FTS5 + semantic vector + MMR diversity rerank.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
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Hybrid memory search — FTS5 + semantic vector + MMR diversity rerank.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
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).