Learn WorkBuddy（从 0 复刻桌面 Agent Harness）

一份开源教学蓝图 — 不是产品源码，是可以跑的 Agent 工程课。

课时

• 🧠 30 秒看懂
  • Learning Guide
• 📚 学习路径
  • s01
  • s05
  • s10
  • s13
  • s16
  • s19
  • Chapter Map
• 📖 章节目录
  • s02 Tool Dispatch
  • s03 Deferred Loading
  • s04 Permission Hooks
  • s06 Sidecar Server
  • s07 Session Management
  • s08 Model Routing
  • s09 JSONL Transcript
  • s11 User Memory
  • s12 Cloud Memory
  • s14 Context Compact
  • s15 Prompt Assembly
  • s17 MCP Connectors
  • s18 Experts System
  • s20 Result Presentation
  • s21 SQLite Database
  • s22 Automation Scheduler
  • s23 Audit Sandbox
  • s24 Comprehensive
• 🧪 Mini WorkBuddy
  • 为什么教程同时支持 DeepSeek / OpenAI / Anthropic 多 provider
    • docs/appendix/provider-adapter.md
• 🧠 记忆系统重点
  • Layered Memory Walkthrough
  • Memory Resilience Evaluation
  • Answer-grounded RAG Evaluation
• Third-Party Notices
• .github
  • Pull Request 模板
• 文档
  • Code Quality Review
  • Further Reading Map
  • Progression Contract
  • Review & Fixes — 对标 learn-claude-code
  • 安全边界：先读这个，再信任代码
  • Skill Evolution & Evaluation (Reference)
  • Visual Tour
  • architecture
    • WorkBuddy Harness 架构图谱
    • Source And Memory System
  • evidence
    • Model Benchmark Sample Report
    • WorkBuddy-Style Harness Research Summary
    • Public Research Material Review
  • legal
    • Clean-room Boundary
• 示例
  • Retrieval-to-Prompt Context Pipeline：检索结果怎样安全进入 Prompt
  • Full Tour：一次跑遍完整 harness
  • Mini WorkBuddy 集成 demo
  • Reflection Memory 离线示例
  • Retrieval & Routing Evaluation 离线示例
  • Self-Evolving Skills 离线示例
  • Source-grounded RAG：从 Markdown 到可验证引用
    • fixtures
      • corpus
        • Agent Harness Operations
        • 分层 Memory 约定
        • Source-grounded RAG
        • Retrieved Evidence Shortcut
• skills
  • git-commit
    • Git Commit 技能

开始学习 → Pull Request 模板