trans

trans is a skill for Claude Code from WALKERKILLER/Look-Tongji-Notes. It costs 24 tokens per session (872 once invoked), scanned A, original, MIT.

A command that turns one Tongji Look lecture video into subtitle and text files, with an option to save snapshots of the lecture slides. Tongji Look is an online course platform.

In plain words
What is it for?
Use it with a lecture URL or course and lecture IDs to create SRT subtitles and TXT notes, optionally downloading slide images in parallel.
Why use it?
It saves the work of manually listening to a lecture and copying its content into notes. Slide downloads can preserve the visual material alongside the transcript.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the look-tongji-notes plugin — 11 skills shipped together

Good fit Use it with a lecture URL or course and lecture IDs to create SRT subtitles and TXT notes, optionally downloading slide images in parallel.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/walkerkiller/look-tongji-notes/trans
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add WALKERKILLER/Look-Tongji-Notes --skill trans
Clone the repo
git clone --depth 1 https://github.com/WALKERKILLER/Look-Tongji-Notes

Made for: Claude Code.

Or install look-tongji-notes, the plugin that ships this one along with the rest of its 11 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for trans

README.md
[![agentmods](https://agentmods.dev/badge/skills/walkerkiller/look-tongji-notes/trans/github.svg)](https://agentmods.dev/skills/walkerkiller/look-tongji-notes/trans)
Your own site
<a href="https://agentmods.dev/skills/walkerkiller/look-tongji-notes/trans"><img src="https://agentmods.dev/badge/skills/walkerkiller/look-tongji-notes/trans/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for trans

Your own site · 80×15
<a href="https://agentmods.dev/skills/walkerkiller/look-tongji-notes/trans"><img src="https://agentmods.dev/badge/skills/walkerkiller/look-tongji-notes/trans.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 24 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 872 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00024 $0.00872
Opus 5 $0.00012 $0.00436
Sonnet 5 $0.00005 $0.00174
Haiku 4.5 $0.00002 $0.00087

Measured 9d ago against content hash e64c28c5f5b2, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

trans scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/trans/SKILL.md · 96 lines

How it starts

The opening of the file, as written. The whole thing — 96 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Transcribe

Transcribe one lecture video from look.tongji.edu.cn and optionally download slide snapshots.

When to Use

  • User says /trans or "transcribe this lecture".
  • User provides a lecture URL or course_id + sub_id.

Workflow

  1. Resolve lecture with URL or IDs:
python "<SKILL_DIR>/../../scripts/look_tongji.py" transcribe --lecture-url "<LECTURE_URL>"
python "<SKILL_DIR>/../../scripts/look_tongji.py" transcribe --course-id "<ID>" --sub-id "<ID>"
  1. Transcribe + download slides in one run:
python "<SKILL_DIR>/../../scripts/look_tongji.py" transcribe --course-id "<ID>" --sub-id "<ID>" --slide
  1. The CLI prints real-time progress. Stdout contains result paths.

Non-Interactive / Batch Usage

When running from an automated pipeline, avoid input() prompts with these flags:

Flag Description
--sub-id Specify lecture sub_id directly (skips interactive lecture picker)
--course-id Specify course ID directly (skips interactive course selection)
--slide Download slides after transcription
--concurrency N Slide download concurrency (default 4)
--retries N Slide download retries (default 3)

manifest.json — Required for Wiki Build

transcribe does NOT automatically create manifest.json. After transcription, you MUST create it manually so the wiki indexer can find this lecture.

Create manifest.json in the session's 原始数据/ directory with this structure:

{
  "course_id": "COURSE_ID",
  "sub_id": "SUB_ID",
  "course_title": "课程名称(真实中文名)",
  "session_title": "YYYY-M-D 第X节",
  "base_name": "COURSE_ID_SUB_ID",
  "artifacts": {
    "srt": "F:\\workspace\\raw\\课程名称\\YYYY-M-D 第X节\\原始数据\\COURSE_ID_SUB_ID.srt",
    "txt": "F:\\workspace\\raw\\课程名称\\...\\COURSE_ID_SUB_ID.txt",
    "notes": "",
    "timeline": "",
    "slides": "F:\\workspace\\raw\\课程名称\\...\\slides\\index.json"
  },
  "duration_seconds": 5580
}

Critical path rules:

  • Use absolute paths for all artifact paths (relative paths break on Windows)
  • duration_seconds: must be ≥ 3600 (1 hour); if < 3600, the lecture is marked不合格 and wiki shows it as 缺失
  • If no slides were downloaded, leave slides field empty ("")
  • Fields notes and timeline are filled by /note command later

Read the full file on GitHub · 96 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 96 lines · 24 tokens per session scan A e64c28c5f5b2

Subscribe to this mod's changes

trans is a skill published in the GitHub repository WALKERKILLER/Look-Tongji-Notes (41 stars, last pushed 2mo ago), licensed MIT. It adds 24 tokens to every session and 872 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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