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SKILL verified MIT Self-run

Look Tongji Notes

skill-walkerkiller-look-tongji-notes-look-tongji-notes · by WALKERKILLER

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.

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Install

$ agentstack add skill-walkerkiller-look-tongji-notes-look-tongji-notes

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ✓ Network access No
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ● Environment & secrets Used
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

✓ Security review passed
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Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

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About

Look Tongji Notes

Commands

| Command | What It Does | SKILL.md | |---------|-------------|----------| | /setup | Configure credentials, check dependencies (Python, Node.js, ffmpeg, vision-support, TeX), set workspace | skills/setup/SKILL.md | | /list | List courses, search by keyword, interactive selection | skills/list/SKILL.md | | /trans | Transcribe one lecture to SRT + TXT; optionally download slides in parallel | skills/trans/SKILL.md | | /note | Generate study notes + timeline outline from transcript + slides | skills/note/SKILL.md | | /add | Import supplementary materials (PDF, PPTX, DOCX) into a lecture session | skills/add/SKILL.md | | /wiki | Build and locally serve the static course knowledge base | skills/wiki/SKILL.md | | /cheatsheet | Generate A4 cheat sheet (LaTeX or HTML) from course notes | skills/cheatsheet/SKILL.md | | /page | Deploy the built course wiki to GitHub Pages via gh CLI | skills/page/SKILL.md | | /ralphtrans | Batch transcribe all lectures in a course with checkpoint/resume | skills/ralphtrans/SKILL.md |

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

Shared Conventions

Credentials & Auth

  • Credentials stored in /.env (git-ignored).
  • Auth cache in /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 /vision-support/ (Node.js 18+ required).
  • /setup detects Node.js and configures a vision provider via vision.mjs init.
  • Test with: node "/vision-support/scripts/vision.mjs" ""
  • Config saved to /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

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.

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