Guojiz/gitlearnos 预览 preview

Guojiz/gitlearnos

基于Git原生架构的AI学习操作系统,配备GitLearnOS专属的DeepSeek Harness面板,支持定向练习、本地RAG及学习者自有记忆功能。

Project Overview项目介绍

GitLearnOS is a git-native learner-owned learning memory system that ships a native installable bundle specifically for DeepSeek Harness Developer Preview. It gives a capable main AI agent a persistent, fully user-controlled memory backed by Git, which automatically detects useful learning events, links evidence to personal user goals, and leaves inspectable, reversible records of all learning activity. You can run the entire core system with just a private local Git repository on your machine, and adding a GitHub or other remote repository is entirely optional, only used for backup, collaboration, or publishing when you explicitly choose to enable it.

This tool is built for self-directed learners who want to track long-term learning progress and retain organized evidence of their work across multiple learning contexts. It works with learning from in-person classes, physical books, practice projects, peer discussions, and interactions with outside teachers or AI tools, and does not require you to move all your learning into a single closed application. After initial configuration, you do not need to call special commands to use it, as any question, attempt result, note, or feedback becomes a learning event that is automatically stored if it meets the privacy and relevance rules you set.

GitLearnOS is released under the permissive MIT open source license, so it is free to use, modify, and distribute for any personal or commercial purpose. The current version is a developer preview for DeepSeek Harness, with core learning loop functionality complete but full scheduled review and RAG capabilities still marked as incomplete in the repository. First-time users should follow the official quickstart guide to set up their repository, and fully offline use requires a compatible local large language model and tooling that is not provided with this project.

这是一款为自主学习者打造的Git原生学习记忆管理工具,提供DeepSeek Harness(DSH)的原生安装包,支持DSH原生接入。它的核心能力是给AI代理提供学习者完全所有的Git记忆空间,自动识别有用的学习事件,将学习证据和个人目标关联,引导后续学习行动,留下可回溯、可撤销的完整学习记录。用户可直接用本地私有Git仓库运行全部核心功能,GitHub等远程仓库仅作为可选的备份或协作渠道使用。

它面向需要长期追踪个人学习进度、积累学习证据的自主学习者,支持混合场景下的学习记录,不管是课堂学习、书本阅读、项目练习还是和AI、同伴的互动学习都能适配。配置完成后,学习者不需要额外调用指令,任意问题、尝试结果、笔记、教师反馈都可以成为学习事件,系统只会记录有用内容,不会存储无意义的闲聊。日常运行中Git会在后台工作,学习者不需要手动管理分支、提交或文件夹结构。

该项目采用MIT开源许可证发布,完全免费使用,当前处于开发预览阶段,核心功能已经可用但完整的计划调度和RAG能力还未完全实现。首次使用需要按照官方快速开始指南操作,通过标准设置提示完成目标、隐私边界和能力检测,不需要一键自动创建仓库。完全离线使用需要额外搭配本地大模型和对应的工具支持,项目本身不提供离线AI运行环境。

Pre-install check安装前体检Compatibility · Security兼容性 · 安全性 1 warning1 项注意
  • Only 7 stars - very few users, little community feedback星标只有 7,几乎没人在用,遇到问题缺少社区反馈
DSH walks through these 9 checksDSH 会逐条核对这 9 项

Compatibility兼容性

  • DSH, Node, OS and profile requirementsDSH 版本 / Node 版本 / 操作系统 / profile 是否满足要求
  • External dependencies and runtimes (Electron / Python / Docker, ...)外部依赖与运行时(Electron / Python / Docker 等)是否齐备
  • Conflicts with installed plugins: command names, skill / tool names, ports, duplicate MCP registration与已装插件是否冲突:命令名、skill / tool 重名、端口占用、重复 MCP 注册

Security安全性

  • Repo matches the facts registered here; archived or abandoned?仓库是否与页面登记一致,是否归档或长期停更
  • Safety of preinstall / install / postinstall and install.sh / setup.ps1preinstall / install / postinstall 与 install.sh、setup.ps1 是否安全
  • curl|bash, download-then-execute, obfuscation, unrelated domains → stop immediatelycurl|bash、下载即执行、混淆代码、无关域名 → 立刻停止
  • Typosquatting or unmaintained packages among the new dependencies新增依赖里有没有 typosquatting 或无人维护的包
  • Requested permissions vs. what the feature actually needs申请了哪些权限、是否超出功能所需(filesystem / network / shell / clipboard)
  • Any sudo / admin requirement, plus uninstall and rollback是否要求 sudo / 管理员权限,以及卸载与回滚方式

Anything uncertain must be marked unknown with a note on how to confirm it. This site's signal screen is a static snapshot, not a security audit.拿不准的必须标「未知」并说明要我怎么确认。本站的信号筛查是静态快照,不能替代安全审计。

Or use CLI install (for developers)或使用命令行安装(适合开发者)

CLI Install命令行安装

dsh plugin --profile web add github:Guojiz/gitlearnos

把 Guojiz/gitlearnos 加入你的 DSH 配置(web profile)即可启用。

READMEREADME

GitLearnOS

GitLearnOS comic book Agent wearing an orange Git-branch harness

Learner-owned Git memory · GitLearnOS-exclusive native DeepSeek Harness support

Learning happens anywhere. State belongs to you.

Official website MIT License GitHub stars

Open the official website → · Core-ready Quickstart →

中文 · Website · Documentation map · Protocol · Author site · X · Bilibili · Sponsor

GitLearnOS overview

The core promise

GitLearnOS gives one capable, replaceable main AI agent a learner-owned Git memory. It notices useful learning events, connects evidence to a goal, guides the next action, and leaves an inspectable, reversible record.

Learning can happen with a teacher, in class, on paper, in a book, on a practice platform, in a project, with peers, or with another AI. GitLearnOS does not move all learning into one application. The main agent connects only the evidence that is useful for the learner's next decision.

The core is ready with a private local Git repository, one write-capable agent, the GitLearnOS protocol, and one subject or real learning event. GitHub and other remotes are optional. During normal learning, Git stays in the background: the learner should not have to manage folders, branches, or commits.

Showing the opening section of the README — the full document lives in the repository以上为 README 开头摘要,完整文档在仓库内 · View the full README on GitHub →在 GitHub 查看完整 README →

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