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AI 原生开放教材

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1. AI 基础与模型认知

2. 办公与知识工作

3. AI 编程与 Vibe Coding

4. 智能体工程

5. Harness 与编码 Agent

6. 上下文、记忆与技能

7. 个人智能体

8. 本地与端侧 AI

课程库来源总表关于

外观

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Learn Harness Engineering

🆕 What's New — August 2026

Frontier Harness Design Breakdowns

How Pi builds its harness

How Claude Code builds its harness

How Codex builds its harness

How DeepSeek builds its harness

From Single Loops to Graph Engineering

Draw Your Workflow as a Graph

🆕 What's New — July 2026

Why You Need to Stop Prompting Your Agent

Build Your First Automated Loop

skills/harness-creator/

Syllabus

Lectures — 14 conceptual units, each answering one core question

L01

L02

L03

L04

L05

L06

L07

L08

L09

L10

L11

L12

Projects — 8 hands-on projects applying lecture methods to the same Electron app

P01

P02

P03

P04

P05

P06

Core References

docs/en/resources/reference/

课程首页

文档

zh

lectures

lecture-01-why-capable-agents-still-fail

code

lecture-02-what-a-harness-actually-is

code

lecture-03-why-the-repository-must-become-the-system-of-record

code

lecture-04-why-one-giant-instruction-file-fails

code

lecture-05-why-long-running-tasks-lose-continuity

code

lecture-06-why-initialization-needs-its-own-phase

code

lecture-07-why-agents-overreach-and-under-finish

code

lecture-08-why-feature-lists-are-harness-primitives

code

lecture-09-why-agents-declare-victory-too-early

code

lecture-10-why-end-to-end-testing-changes-results

code

lecture-11-why-observability-belongs-inside-the-harness

code

lecture-12-why-every-session-must-leave-a-clean-state

code

lecture-13-loop-engineering

第 13 讲代码

lecture-14-graph-engineering

第 14 讲代码

欢迎来到项目实战

中文资料库

OpenAI 高级资源包

高级仓库模板

OpenAI 高级 SOP

reference

编码代理开工流程

初始化代理操作手册

方法对照表

Prompt 校准

模板使用指南

进度日志

干净状态检查清单

评审评分表

质量文档

会话交接

Skills（技能集）

动手项目

Project 01: Baseline vs Minimal Harness

Project 01: Baseline vs Minimal Harness

solution

claude-progress.md -- Session Log

starter

Task

Project 02: Agent-Readable Workspace

Project 02: Agent-Readable Workspace

solution

Session Handoff -- Project 02

Project 03: Multi-Session Continuity with Scope Control

Project 03: Multi-Session Continuity with Scope Control

solution

Claude Progress -- Project 03

Clean State Checklist -- Project 03

Session Handoff -- Project 03

文档

Architecture -- Knowledge Base Electron App

Product Description -- Knowledge Base

Project 04: Runtime Feedback and Structural Control

Project 04: Runtime Feedback and Structural Control

solution

Clean State Checklist

Project 05: Evaluator Loops and Three-Role Upgrades

Project 05: Evaluator Loops and Three-Role Upgrades

solution

gen-eval

Clean State Checklist

Evaluator Rubric - Generator + Evaluator Variant

plan-gen-eval

Clean State Checklist

Evaluator Rubric - Planner + Generator + Evaluator Variant

Sprint Contract - ConversationHistory Feature

single-role

Evaluator Rubric - Single Role Variant

starter

Clean State Checklist

Project 06: Runtime Observability and Debugging (Capstone)

Project 06: Runtime Observability and Debugging (Capstone)

solution

claude-progress.md -- Session Log

Clean State Checklist

Evaluator Rubric -- Project 06 Capstone

Quality Document -- Project 06 Capstone

Session Handoff -- Project 06 Capstone

data

sample-documents

文档

Architecture -- Knowledge Base Electron App (Capstone)

Product Description -- Knowledge Base (Capstone)

Reliability -- Observability, Clean State, and Benchmarking

starter

Quality Document -- Project 06 Capstone

data

sample-documents

shared

data

sample-documents

Software Design Notes

Retrieval Plan

Skills

Skills（技能集）

Skills（技能集）

harness-creator

Harness Creator

references

Context Engineering Pattern

Gotchas — Harness Engineering Failure Modes

Lifecycle and Bootstrap Pattern

Memory and Persistence Pattern

Multi-Agent Coordination Pattern

Skill Runtime Pattern

Tool Registry and Safety Pattern

templates

{{AGENTFILENAME}}

Session Progress Log

Session Handoff

出处与许可

来源信息

本页目录

课程库›Harness 与编码 Agent›Learn Harness Engineering

Learn Harness Engineering课时教程·英文原文 ↗原件 ↓仓库 ↗

第 13 讲代码

使用此文件夹存放以下方面的示例：

goal.md 目标描述模板
loop-state.md 循环状态模板
Maker / Checker 角色 prompt 模板
循环控制脚本示例

Pager

上一篇基准对比模板

下一篇Checker Agent Prompt（检查者）

AI 原生开放教材·GitHub 仓库·@faruheaisha·署名与许可编排与站点代码 MIT · 课程内容著作权归各上游作者