maintain | 2026-08-07 D 证据核验通过 + frontmatter 合规修复(type/confidence 补齐 23 处)

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---
title: "记忆系统"
type: concept
confidence: medium
source: "Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering"
raw_sources:
- path: raw/Externalization in LLM Agents A Unified Review of Memory, Skills, Protocols and Harness Engineering.md