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。
请帮我安装这个 DSH 插件。安装前先完成【兼容性检查 + 安全性检查】,检查通过再动手。
插件:gitlearnos(Guojiz/gitlearnos)
仓库:https://github.com/Guojiz/gitlearnos
本站详情页:https://www.yhbd.top/plugins/guojiz-gitlearnos/
本站登记:类型 plugin · 归类 原生 DSH 插件 · 许可证 MIT · ⭐ 7 · 最近提交 2026-09-26 · 主语言 JavaScript
按下面顺序执行,每步先把结论告诉我,再进入下一步:
【1 兼容性检查】
① 我这边:DSH 版本、Node 版本、操作系统、当前 profile(web / desktop)。
② 读它的 README、package.json、插件 manifest,列出它要求的 DSH 版本 / Node 版本 / 操作系统 / 外部依赖 / 需要另外先装的运行时。
③ 逐条比对,结论只写「满足 / 不满足 / 未知」三种;不满足的给出可行替代方案。
④ 检查是否和我已装的插件冲突:命令名重复、skill / tool 重名、端口占用、重复注册的 MCP server。
【2 安全性检查】
① 仓库可信度:和上面「本站登记」是否一致;star / fork 数、创建时间、最近提交,是否归档或长期停更。
② 安装脚本:逐行看 package.json 的 preinstall / install / postinstall,以及 install.sh、setup.ps1 之类脚本。出现 curl|bash、下载后直接执行、混淆代码、访问与插件功能无关的域名,立刻停下来告诉我,不要继续装。
③ 依赖:列出新增依赖,标出无人维护、或与知名包拼写近似的可疑包(typosquatting)。
④ 权限与副作用:它会读写哪些目录、访问哪些域名、需要哪些 DSH 权限(filesystem / network / shell / clipboard 等),以及怎么卸载和回滚。
⑤ 如果它要求 sudo / 管理员权限,或权限明显超出功能所需,先停下来问我。
【3 安装】
上面两步没有「不满足」和「高危项」时才执行;用官方推荐方式安装,不要自行提权。
【4 汇报】
用表格输出:检查项 / 结论 / 依据 / 是否需要我决策。拿不准的一律写「未知」并说明要我怎么确认——不要猜,也不要替我决定。
Send this message to DSH in your current session: it verifies compatibility and security first (answering met / not met / unknown item by item) and only installs once everything checks out — it will stop and ask you if it finds a high-risk item. The box scrolls; the copy is the full prompt. CLI install commands may not be accurate across systems, so DSH is the safer route.把上面这条消息直接发给当前会话里的 DSH:它会先核对兼容性与安全性(逐条给「满足 / 不满足 / 未知」),确认没问题再安装,有高危项会停下来问你。框内可滚动,复制到的是完整提示词;安装命令不一定准确,发给 DSH 更稳。
- 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
Learner-owned Git memory · GitLearnOS-exclusive native DeepSeek Harness support
Learning happens anywhere. State belongs to you.
Open the official website → · Core-ready Quickstart →
中文 · Website · Documentation map · Protocol · Author site · X · Bilibili · Sponsor
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 →
ruvnet/ruflo
mnemon-dev/mnemon
syncable-dev/memtrace-public
huiliyi37/dsh-tianshu-tui
xiehuan123/dsh-deepread
PerryLink/dsh-plugin-guide
MnemosyneOS/mnemosyne
geml-spec/geml