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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@@ -110,10 +110,10 @@ status: generated
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## 超长页面
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## 超长页面
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- `wiki/Glossary.md`:695 行;先判断是否应按职责拆分,不以行数为唯一删除依据
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- `wiki/Glossary.md`:695 行;先判断是否应按职责拆分,不以行数为唯一删除依据
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- `wiki/concepts/Meta-Harness.md`:328 行;先判断是否应按职责拆分,不以行数为唯一删除依据
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- `wiki/concepts/Meta-Harness.md`:330 行;先判断是否应按职责拆分,不以行数为唯一删除依据
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- `wiki/concepts/Harness-Engineering-Complete-Guide.md`:324 行;先判断是否应按职责拆分,不以行数为唯一删除依据
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- `wiki/concepts/Harness-Engineering-Complete-Guide.md`:326 行;先判断是否应按职责拆分,不以行数为唯一删除依据
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- `wiki/queries/What-is-Harness-Engineering-in-Simple-Terms.md`:290 行;先判断是否应按职责拆分,不以行数为唯一删除依据
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- `wiki/queries/What-is-Harness-Engineering-in-Simple-Terms.md`:292 行;先判断是否应按职责拆分,不以行数为唯一删除依据
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- `wiki/practices/OpenAI-Codex-Harness-Engineering.md`:261 行;先判断是否应按职责拆分,不以行数为唯一删除依据
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- `wiki/practices/OpenAI-Codex-Harness-Engineering.md`:263 行;先判断是否应按职责拆分,不以行数为唯一删除依据
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- `wiki/INDEX.md`:202 行;先判断是否应按职责拆分,不以行数为唯一删除依据
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- `wiki/INDEX.md`:202 行;先判断是否应按职责拆分,不以行数为唯一删除依据
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## 缺少页面定位区块
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## 缺少页面定位区块
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@@ -410,3 +410,9 @@
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- D 第一批:20 个 low_confidence 页面核验——全部为作者观点/历史规则/二手来源/时点数据类,low 标注与页面自声明一致,维持不变;62 个 contested 抽查确认均有版本/时点/来源说明,标注完整,维持不变。
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- D 第一批:20 个 low_confidence 页面核验——全部为作者观点/历史规则/二手来源/时点数据类,low 标注与页面自声明一致,维持不变;62 个 contested 抽查确认均有版本/时点/来源说明,标注完整,维持不变。
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- A:Harness 概念统一定义收敛到核心页 Harness-Engineering.md(「什么是 Harness?(统一定义)」节声明为全库定义源),各来源案例页定位区块已指向核心页。
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- A:Harness 概念统一定义收敛到核心页 Harness-Engineering.md(「什么是 Harness?(统一定义)」节声明为全库定义源),各来源案例页定位区块已指向核心页。
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- 验证:wiki-reflect.ps1 复核 missing_role 0;orphans 0;duplicate_terms 0。
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- 验证:wiki-reflect.ps1 复核 missing_role 0;orphans 0;duplicate_terms 0。
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## [2026-08-07] maintain | D 第二批核验 + frontmatter 合规修复
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- D 第二批:62 个 contested 页面逐页信号核验——全部为 A 类(标注完整:均有版本/年份/时点/核验声明,页面定位明确证据边界),B 类(需补标注)0、C 类(可疑)0,维持不变。累计 20 low_confidence + 62 contested 全部核验完成,无页面需升级/降级。
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- 顺带修复 frontmatter 合规:23 处。利弗莫尔交易纪律 type=practices→practice;22 个 llm-wiki 初始批次页面补 type(14 concept / 8 practice / 1 query)与 confidence: medium;paddleocr-ocr工具链 sources 键改名 raw_sources 并补 last_updated(初插位置破坏 YAML 结构,已修复并全库 PyYAML 校验通过)。
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- 验证:wiki-audit.ps1 normal + strict 双绿(0 ERROR / 0 WARNING);reflect missing_role=0 保持;97 页 frontmatter 全部 YAML 可解析。
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@@ -1,5 +1,7 @@
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---
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---
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title: "智能体协议"
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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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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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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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- path: raw/Externalization in LLM Agents A Unified Review of Memory, Skills, Protocols and Harness Engineering.md
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@@ -1,5 +1,7 @@
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---
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---
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title: "上下文预算管理"
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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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source: "Externalization in LLM Agents: A Unified Review; nashsu/llm_wiki README"
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raw_sources:
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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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- path: raw/Externalization in LLM Agents A Unified Review of Memory, Skills, Protocols and Harness Engineering.md
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@@ -1,5 +1,7 @@
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---
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---
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title: "LLM Agent 中的外部化"
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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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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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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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- path: raw/Externalization in LLM Agents A Unified Review of Memory, Skills, Protocols and Harness Engineering.md
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@@ -1,5 +1,7 @@
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---
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---
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title: "从权重到上下文到 Harness"
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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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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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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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- path: raw/Externalization in LLM Agents A Unified Review of Memory, Skills, Protocols and Harness Engineering.md
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@@ -1,5 +1,7 @@
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---
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---
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title: "Harness 工程完整指南"
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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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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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author: "NxCode Team"
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published: 2026-03-01
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published: 2026-03-01
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@@ -1,5 +1,7 @@
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---
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---
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title: "Harness 工程:最初的思考"
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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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source: "https://martinfowler.com/articles/exploring-gen-ai/harness-engineering-memo.html"
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author: "Birgitta Böckeler"
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author: "Birgitta Böckeler"
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last_updated: 2026-04-11
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last_updated: 2026-04-11
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@@ -1,5 +1,7 @@
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---
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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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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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source: "https://martinfowler.com/articles/harness-engineering.html"
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author: "Birgitta Böckeler"
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author: "Birgitta Böckeler"
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published: 2026-04-02
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published: 2026-04-02
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@@ -1,5 +1,7 @@
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---
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---
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title: "Harness 工程"
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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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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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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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- path: raw/Externalization in LLM Agents A Unified Review of Memory, Skills, Protocols and Harness Engineering.md
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@@ -1,5 +1,7 @@
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---
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---
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title: "LLM Wiki 的实现模式"
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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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source: "nashsu/llm_wiki README"
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raw_sources:
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raw_sources:
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- path: raw/LLM Wiki - Persistent Personal Knowledge Bases.md
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- path: raw/LLM Wiki - Persistent Personal Knowledge Bases.md
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@@ -1,5 +1,7 @@
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---
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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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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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source: "https://github.com/nashsu/llm_wiki/blob/main/llm-wiki.md"
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||||||
author: "nashsu"
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author: "nashsu"
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created: 2026-08-02
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created: 2026-08-02
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@@ -1,5 +1,7 @@
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---
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---
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||||||
title: "记忆系统"
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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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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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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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- path: raw/Externalization in LLM Agents A Unified Review of Memory, Skills, Protocols and Harness Engineering.md
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@@ -1,5 +1,7 @@
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---
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---
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||||||
title: "Meta-Harness:模型 Harness 的端到端优化"
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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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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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author: "Yoonho Lee, Roshen Nair, Qizheng Zhang, Kangwook Lee, Omar Khattab, Chelsea Finn"
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published: 2026
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published: 2026
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@@ -1,5 +1,7 @@
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---
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---
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title: "技能系统"
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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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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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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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- path: raw/Externalization in LLM Agents A Unified Review of Memory, Skills, Protocols and Harness Engineering.md
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@@ -1,5 +1,7 @@
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---
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---
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title: "LLM Wiki 桌面实现与外部接入"
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title: "LLM Wiki 桌面实现与外部接入"
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type: practice
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confidence: medium
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source: "nashsu/llm_wiki README_CN; nashsu/llm_wiki mcp-server README"
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source: "nashsu/llm_wiki README_CN; nashsu/llm_wiki mcp-server README"
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raw_sources:
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raw_sources:
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- path: raw/llm_wiki/README_CN.md
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- path: raw/llm_wiki/README_CN.md
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@@ -1,5 +1,7 @@
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---
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---
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title: "LangChain Harness 工程实践"
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title: "LangChain Harness 工程实践"
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type: practice
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confidence: medium
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source: "https://blog.langchain.com/improving-deep-agents-with-harness-engineering/"
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source: "https://blog.langchain.com/improving-deep-agents-with-harness-engineering/"
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author: "LangChain"
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author: "LangChain"
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published: 2026-02-18
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published: 2026-02-18
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---
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---
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title: "长运行应用的 Harness 设计"
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title: "长运行应用的 Harness 设计"
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type: practice
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confidence: medium
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source: "Harness design for long-running application development"
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source: "Harness design for long-running application development"
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raw_sources:
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raw_sources:
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- path: raw/Harness design for long-running application development.md
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- path: raw/Harness design for long-running application development.md
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---
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---
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title: "Managed Agents:将大脑与手分离"
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title: "Managed Agents:将大脑与手分离"
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type: practice
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confidence: medium
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source: "https://www.anthropic.com/engineering/managed-agents"
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source: "https://www.anthropic.com/engineering/managed-agents"
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author: "Anthropic"
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author: "Anthropic"
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published: 2026
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published: 2026
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---
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---
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title: "Mitchell Hashimoto 的 AI 采用之旅"
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title: "Mitchell Hashimoto 的 AI 采用之旅"
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type: practice
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||||||
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confidence: medium
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source: "https://mitchellh.com/writing/my-ai-adoption-journey"
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source: "https://mitchellh.com/writing/my-ai-adoption-journey"
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||||||
author: "Mitchell Hashimoto"
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author: "Mitchell Hashimoto"
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published: 2026-02-05
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published: 2026-02-05
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@@ -1,5 +1,7 @@
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---
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---
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title: "Obsidian CLI 作为本地 Wiki 维护工具"
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title: "Obsidian CLI 作为本地 Wiki 维护工具"
|
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type: practice
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|
confidence: medium
|
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source: "https://obsidian.md/zh/help/cli"
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source: "https://obsidian.md/zh/help/cli"
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raw_sources:
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raw_sources:
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- path: raw/Obsidian CLI - Obsidian 中文帮助 (2026_8_2 16:19:05).html
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- path: raw/Obsidian CLI - Obsidian 中文帮助 (2026_8_2 16:19:05).html
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---
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---
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title: "OpenAI Codex Harness 工程"
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title: "OpenAI Codex Harness 工程"
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type: practice
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confidence: medium
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||||||
source: "工程技术:在智能体优先的世界中利用 Codex"
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source: "工程技术:在智能体优先的世界中利用 Codex"
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raw_sources:
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raw_sources:
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- path: raw/工程技术:在智能体优先的世界中利用 Codex.md
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- path: raw/工程技术:在智能体优先的世界中利用 Codex.md
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@@ -1,12 +1,15 @@
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---
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---
|
||||||
title: "PaddleOCR OCR 工具链使用指南"
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title: "PaddleOCR OCR 工具链使用指南"
|
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type: practice
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confidence: medium
|
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source: "PaddleOCR 官方 API 文档 + 2026-08-07 本地实测(wikillm/scripts/paddleocr_v2_ocr.py)"
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source: "PaddleOCR 官方 API 文档 + 2026-08-07 本地实测(wikillm/scripts/paddleocr_v2_ocr.py)"
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tags:
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tags:
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- "PaddleOCR"
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- "PaddleOCR"
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- "OCR"
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- "OCR"
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- "工具链"
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- "工具链"
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sources:
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raw_sources:
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- path: "raw/技术/paddleocr/paddleocr-api-配额与错误码-摘编.md"
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- path: "raw/技术/paddleocr/paddleocr-api-配额与错误码-摘编.md"
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last_updated: 2026-08-07
|
||||||
---
|
---
|
||||||
|
|
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# PaddleOCR OCR 工具链使用指南
|
# PaddleOCR OCR 工具链使用指南
|
||||||
|
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@@ -1,6 +1,6 @@
|
|||||||
---
|
---
|
||||||
title: "利弗莫尔交易纪律"
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title: "利弗莫尔交易纪律"
|
||||||
type: practices
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type: practice
|
||||||
last_updated: 2026-08-07
|
last_updated: 2026-08-07
|
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tags:
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tags:
|
||||||
- "交易心理"
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- "交易心理"
|
||||||
|
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@@ -1,5 +1,7 @@
|
|||||||
---
|
---
|
||||||
title: "用通俗易懂的方式理解 Harness 工程"
|
title: "用通俗易懂的方式理解 Harness 工程"
|
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type: query
|
||||||
|
confidence: medium
|
||||||
source: "WikiLLM Q&A"
|
source: "WikiLLM Q&A"
|
||||||
date: 2026-04-12
|
date: 2026-04-12
|
||||||
tags:
|
tags:
|
||||||
|
|||||||
Reference in New Issue
Block a user