Transcribing Lessons from Tongji Look Platform to Notes with Agent Skill.
SaferSkills independently audited Look-Tongji-Notes (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
| 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/<name>/SKILL.md with detailed workflow instructions.
<SKILL_DIR>/.env (git-ignored).<SKILL_DIR>/state/.<SKILL_DIR>/vision-support/ (Node.js 18+ required)./setup detects Node.js and configures a vision provider via vision.mjs init.node "<SKILL_DIR>/vision-support/scripts/vision.mjs" "<image-path>"<SKILL_DIR>/vision-support/config.json (git-ignored)./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~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.