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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---
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title: "智能体协议"
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type: concept
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confidence: medium
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source: "Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering"
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raw_sources:
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- path: raw/Externalization in LLM Agents A Unified Review of Memory, Skills, Protocols and Harness Engineering.md
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---
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title: "上下文预算管理"
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type: concept
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confidence: medium
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source: "Externalization in LLM Agents: A Unified Review; nashsu/llm_wiki README"
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raw_sources:
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- path: raw/Externalization in LLM Agents A Unified Review of Memory, Skills, Protocols and Harness Engineering.md
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---
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title: "LLM Agent 中的外部化"
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type: concept
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confidence: medium
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source: "Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering"
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raw_sources:
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- path: raw/Externalization in LLM Agents A Unified Review of Memory, Skills, Protocols and Harness Engineering.md
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---
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title: "从权重到上下文到 Harness"
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type: concept
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confidence: medium
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source: "Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering"
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raw_sources:
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- path: raw/Externalization in LLM Agents A Unified Review of Memory, Skills, Protocols and Harness Engineering.md
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---
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title: "Harness 工程完整指南"
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type: concept
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confidence: medium
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source: "https://www.nxcode.io/resources/news/harness-engineering-complete-guide-ai-agent-codex-2026"
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author: "NxCode Team"
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published: 2026-03-01
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title: "Harness 工程:最初的思考"
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type: concept
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confidence: medium
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source: "https://martinfowler.com/articles/exploring-gen-ai/harness-engineering-memo.html"
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author: "Birgitta Böckeler"
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last_updated: 2026-04-11
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---
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title: "面向编码智能体用户的 Harness 工程"
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type: concept
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confidence: medium
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source: "https://martinfowler.com/articles/harness-engineering.html"
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author: "Birgitta Böckeler"
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published: 2026-04-02
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---
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title: "Harness 工程"
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type: concept
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confidence: medium
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source: "Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering"
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raw_sources:
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- path: raw/Externalization in LLM Agents A Unified Review of Memory, Skills, Protocols and Harness Engineering.md
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---
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title: "LLM Wiki 的实现模式"
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type: concept
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confidence: medium
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source: "nashsu/llm_wiki README"
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raw_sources:
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- path: raw/LLM Wiki - Persistent Personal Knowledge Bases.md
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---
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title: "LLM Wiki:构建持久累积型个人知识库"
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type: concept
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confidence: medium
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source: "https://github.com/nashsu/llm_wiki/blob/main/llm-wiki.md"
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author: "nashsu"
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created: 2026-08-02
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---
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title: "记忆系统"
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type: concept
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confidence: medium
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source: "Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering"
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raw_sources:
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- path: raw/Externalization in LLM Agents A Unified Review of Memory, Skills, Protocols and Harness Engineering.md
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---
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title: "Meta-Harness:模型 Harness 的端到端优化"
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type: concept
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confidence: medium
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source: "https://arxiv.org/html/2603.28052v1"
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author: "Yoonho Lee, Roshen Nair, Qizheng Zhang, Kangwook Lee, Omar Khattab, Chelsea Finn"
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published: 2026
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---
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title: "技能系统"
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type: concept
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confidence: medium
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source: "Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering"
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raw_sources:
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- path: raw/Externalization in LLM Agents A Unified Review of Memory, Skills, Protocols and Harness Engineering.md
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