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实践积累/AI工程/Harness Engineering.md
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实践积累/AI工程/Harness Engineering.md
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# Harness Engineering 知识体系
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> Agent skill for harness engineering — memory, permissions, context engineering, multi-agent coordination
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---
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## 概述
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Harness Engineering 是一种 AI Agent 能力构建方法论,专注于:
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- Memory(记忆系统)
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- Permissions(权限控制)
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- Context Engineering(上下文工程)
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- Multi-Agent Coordination(多智能体协调)
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---
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## 核心模式
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### 1. Memory(记忆系统)
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让 AI Agent 拥有持久记忆能力:
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- **短期记忆** — 当前会话上下文
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- **长期记忆** — 跨会话的知识积累
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- **向量记忆** — 基于语义检索的记忆
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### 2. Permissions(权限控制)
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控制 Agent 的操作权限:
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- 文件系统访问边界
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- 网络请求限制
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- 命令执行审批
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- API 密钥管理
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### 3. Context Engineering(上下文工程)
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优化 Agent 的上下文处理:
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- 上下文窗口管理
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- 关键信息提取
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- 上下文压缩策略
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- 先验知识注入
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### 4. Multi-Agent Coordination(多智能体协调)
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多个 Agent 协同工作:
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- 任务分解与分配
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- Agent 间通信协议
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- 结果聚合与汇总
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- 冲突检测与解决
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---
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## 工具链
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### Claude Code Skill
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```bash
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npx skills add keli-wen/agentic-harness-patterns-skill
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```
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支持:
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- EN/ZH 双语
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- Codex CLI
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- Gemini CLI(规划中)
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---
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## 适用场景
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- 企业级 AI Agent 开发
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- DevOps/SRE 自动化
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- 安全敏感场景
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- 多 Agent 协作系统
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- 复杂任务自动化
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