TecFancy/dsh-deeptutor

Name: TecFancy/dsh-deeptutor
Author: TecFancy

Plugin插件 Native原生 ⭐ 5 Memory & Knowledge记忆与知识库 Models & Routing模型与路由 Prompts & Skills提示词与技能

DeepSeek Harness（dsh）的学习助手扩展：为您的代理带来DeepTutor辅导功能——深度讲解、自测题、学习路径、个人知识库检索（RAG）和笔记归档。

Project Overview项目介绍

Edited by Zhiwei Agent (zhiwei)由知微Agent(zhiwei)编辑

This is a native learning assistant plugin built exclusively for DeepSeek Harness (DSH). It connects DSH agents to the DeepTutor tutoring service developed by HKUDS, enabling a range of learning-focused capabilities without leaving DSH sessions. The recommended one-line install command is pnpm dlx dsh-deeptutor --profile web, which automatically handles common pnpm workspace pitfalls that cause plain installation commands to fail on newer pnpm versions. Official installation support is verified for DSH CLI 0.1.0-rc.6 and newer versions, and it exposes three agent-facing tools to handle different stages of a learning workflow.

A typical learning workflow starts when a user asks the DSH agent for help with a specific learning topic. The agent first searches the user’s personal knowledge base for relevant context using the deeptutor_kb tool, then runs the requested learning capability with deeptutor_run, and generates a self-contained HTML study page saved to local disk. Finally, the agent archives a summary note to the user’s study notebook using deeptutor_note. The entire workflow is automatically arranged by the agent, so no manual step is required from the user, and it is suited for any DSH user that wants structured in-depth learning assistance.

This plugin requires a working DSH installation and a separate DeepTutor deployment, which can be either a local CLI instance on the user’s machine or a remote server accessed via an automatically managed SSH tunnel. Compiled published packages run on Node.js 20 or newer, while local development and patching requires Node.js 22.6 or newer to support type stripping. Users must set environment variables for their DeepTutor deployment configuration, and restart DSH after changing these variables for changes to take effect. The plugin auto-detects available APIs, falling back to local or remote CLI if no API is reachable.

这是专为 DeepSeek Harness (DSH) 打造的原生学习助手插件，可将 DSH 代理连接至 HKUDS 开发的 DeepTutor 辅导服务，让用户无需离开 DSH 会话就能获得知识点深度讲解、自我测试、学习路径规划、个人知识库检索和笔记归档。安装可通过 DSH CLI 一键完成，兼容 dsh 0.1.0-rc.6 及以上版本。

典型工作流程是用户向代理提出学习需求，代理先检索匹配个人知识库，再调用深度解答工具生成结果，输出自包含HTML学习页到本地磁盘，最后归档摘要笔记到指定学习笔记本。整个流程由代理自动编排，无需用户手动操作，适合所有需要深度学习辅助的DSH用户。

本插件要求用户已有可用的DSH安装，同时需要部署DeepTutor服务，支持本地运行DeepTutor CLI或远程服务器通过SSH隧道连接两种模式。Node ≥ 20 可运行已编译发布包，开发测试需要Node ≥ 22.6，配置后需重启DSH生效。

View on GitHub在 GitHub 查看

Send to your DSH发给你的 DSH 安装

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：dsh-deeptutor（TecFancy/dsh-deeptutor）
仓库：https://github.com/TecFancy/dsh-deeptutor
本站详情页：https://www.yhbd.top/plugins/tecfancy-dsh-deeptutor/
本站登记：类型 plugin · 归类 原生 DSH 插件 · 许可证未声明 · ⭐ 5 · 最近提交 2026-08-29 · 主语言 TypeScript

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。

Pre-install check安装前体检Compatibility · Security兼容性 · 安全性 2 warnings2 项注意

No license declared - all rights reserved by default; ask the author before commercial use or redistribution未声明开源许可证 —— 默认「保留所有权利」，商用或再分发前先问作者
Only 5 stars - very few users, little community feedback星标只有 5，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 dsh-deeptutor -w

把 TecFancy/dsh-deeptutor 加入你的 DSH 配置（web profile）即可启用。

READMEREADME

9.3 KB · 缓存于 2026-08-23 03:42:31 · 9.3 KB

dsh-deeptutor

English | 简体中文

A learning-assistant extension for DeepSeek Harness (dsh). It connects your agent to a HKUDS/DeepTutor tutoring service, so a dsh session can explain topics in depth, quiz you, plan learning paths, search your personal knowledge bases, and keep a study notebook — all without leaving the harness.

Ask the agent "teach me async/await" and it can run a deep-solve, render the answer as a self-contained HTML study page you can open in a browser, and archive a summary into your notebook.

Migrated from the pi coding-agent extension (TecFancy/pi-extensions, extensions/deeptutor + skills/deeptutor).

What it adds

Three agent-facing tools that the model uses whenever you ask for learning help:

Tool	What it does
`deeptutor_run`	Runs one learning capability: `deep_solve` (in-depth explanation), `deep_question` (self-test questions), `deep_research`, `chat`, `mastery_path` (learning-path planning), `visualize` / `math_animator` (visualization). Can mount your knowledge bases (`kbs`) and tools (`rag`, `web_search`, `reason`, `code_execution`, …); returns a `session_id` so later turns continue the same context.
`deeptutor_kb`	Lists, searches, and inspects your personal knowledge bases (RAG)
`deeptutor_note`	Archives Markdown study notes (plans, summaries, wrong answers) into a server notebook

The seven capabilities above are the fixed enum accepted by deeptutor_run. The underlying DeepTutor CLI may expose more — enumerate the full command set with deeptutor --help / deeptutor <cmd> --help. The deeptutor skill instructs the agent to discover commands this way and, when the tool's enum doesn't cover a capability, to drive the CLI directly (local binary or over SSH).

Example session

A typical flow when you ask your agent for learning help:

Ask — "Explain C# generics covariance using my dotnet knowledge base, and generate a study page."
The agent grounds the answer in your own material: deeptutor_kb (action=search, kb=dotnet).
It runs a deep-solve: deeptutor_run (capability=deep_solve, kbs=[dotnet], html=data/study/csharp-covariance.html) — the answer comes back and a self-contained HTML page (plus the .md source) is written to disk.
It files a summary: deeptutor_note (notebook=dotnet-learning, type=solve).

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 →

渲染基于仓库 TecFancy/dsh-deeptutor 的 README.md。在 GitHub 查看原文 →