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Look Tongji Notes

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WALKERKILLER
look-tongji-notes

9-command agent skill suite for Tongji Look (look.tongji.edu.cn): setup, list, transcribe, take notes, manage materials, build course wiki, create cheat sheets, batch-process entire courses, and deploy course wiki to GitHub Pages.

Overview

PublisherWALKERKILLER
RepositoryLook-Tongji-Notes
Skill namelook-tongji-notes
Stars
51
Forks
7
Bundled files
161
LicenseMIT
Links
Skill sourceRepository
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 161 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by WALKERKILLER on GitHub. Read the source before you install it.

Installation

Install the Look Tongji Notes AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/WALKERKILLER/Look-Tongji-Notes/tree/main
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/WALKERKILLER/Look-Tongji-Notes.git \
  .claude/skills/look-tongji-notes
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Look Tongji Notes in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Look Tongji Notes on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Look Tongji Notes is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Look Tongji Notes

Commands

CommandWhat It DoesSKILL.md
/setupConfigure credentials, check dependencies (Python, Node.js, ffmpeg, vision-support, TeX), set workspaceskills/setup/SKILL.md
/listList courses, search by keyword, interactive selectionskills/list/SKILL.md
/transTranscribe one lecture to SRT + TXT; optionally download slides in parallelskills/trans/SKILL.md
/noteGenerate study notes + timeline outline from transcript + slidesskills/note/SKILL.md
/addImport supplementary materials (PDF, PPTX, DOCX) into a lecture sessionskills/add/SKILL.md
/wikiBuild and locally serve the static course knowledge baseskills/wiki/SKILL.md
/cheatsheetGenerate A4 cheat sheet (LaTeX or HTML) from course notesskills/cheatsheet/SKILL.md
/pageDeploy the built course wiki to GitHub Pages via gh CLIskills/page/SKILL.md
/ralphtransBatch transcribe all lectures in a course with checkpoint/resumeskills/ralphtrans/SKILL.md

Each command has its own skills/<name>/SKILL.md with detailed workflow instructions.

Shared Conventions

Credentials & Auth

  • Credentials stored in <SKILL_DIR>/.env (git-ignored).
  • Auth cache in <SKILL_DIR>/state/.
  • Workspace config stored outside the skill tree for persistence across updates.

Agent-Content Boundary

  • The CLI fetches, transcribes, downloads, and converts artifacts.
  • The agent generates timeline outlines, study notes, and cheat sheet content.
  • Never pass passwords in chat. Use interactive terminal input.

Vision Support

  • Embedded at <SKILL_DIR>/vision-support/ (Node.js 18+ required).
  • /setup detects Node.js and configures a vision provider via vision.mjs init.
  • Test with: node "<SKILL_DIR>/vision-support/scripts/vision.mjs" "<image-path>"
  • Config saved to <SKILL_DIR>/vision-support/config.json (git-ignored).

Quick Start

/setup                   # first time only
/list                    # discover courses
/trans --course-id X     # transcribe one lecture
/note --course-id X      # generate notes for one lecture
/wiki                    # serve local course wiki
/page                    # deploy course wiki to GitHub Pages

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

and 101 more files.

Frequently asked questions

What does the Look Tongji Notes AI skill do?

9-command agent skill suite for Tongji Look (look.tongji.edu.cn): setup, list, transcribe, take notes, manage materials, build course wiki, create cheat sheets, batch-process entire courses, and deploy course wiki to GitHub Pages.

Why use Look Tongji Notes on TypingMind?

Because you install it once and use it with any model. Look Tongji Notes is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Look Tongji Notes in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/WALKERKILLER/Look-Tongji-Notes/tree/main. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Look Tongji Notes?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Look Tongji Notes?

As many as you like. As long as a model supports skills, you can use Look Tongji Notes with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Look Tongji Notes AI skill free?

Yes. It is published on GitHub by WALKERKILLER under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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