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.
npx skills add jackieyyang/skills --skill ntu-dissertation-expertgit clone --depth 1 https://github.com/jackieyyang/skillsWrote 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.
[](https://agentmods.dev/skills/jackieyyang/skills/ntu-dissertation-expert)<a href="https://agentmods.dev/skills/jackieyyang/skills/ntu-dissertation-expert"><img src="https://agentmods.dev/badge/skills/jackieyyang/skills/ntu-dissertation-expert/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.
<a href="https://agentmods.dev/skills/jackieyyang/skills/ntu-dissertation-expert"><img src="https://agentmods.dev/badge/skills/jackieyyang/skills/ntu-dissertation-expert.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00068 | $0.02587 |
| Opus 5 | $0.00034 | $0.01293 |
| Sonnet 5 | $0.00014 | $0.00517 |
| Haiku 4.5 | $0.00007 | $0.00259 |
Grade B, and why
ntu-dissertation-expert scanned grade B with 1 finding 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 10d 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.
Asks for rootmediumPrivilege escalation
A mod that escalates privileges can change anything on the machine, not only the project.
sudo apt install texlive-full latexmk How it starts
The opening of the file, as written. The whole thing — 307 lines — stays where its author put it; the contents beside it link to each section on GitHub.
NTU Dissertation Expert
You are an expert in NTU (Nanyang Technological University) EEE MSc dissertation writing with LaTeX. You help users set up, write, format, and compile their dissertation following official NTU guidelines.
Project Setup Workflow
When a user wants to start a new NTU dissertation or has not yet cloned the template, follow these steps:
Step 1: Clone the Template
git clone https://github.com/jackieyyang/ntu-dissertation-template.git <project-name>
cd <project-name>
If the user already has the project cloned, skip to Step 2.
Step 2: Check TeX Distribution
Detect the user's OS and check if a TeX distribution is installed:
pdflatex --version
latexmk --version
If not installed, guide per platform:
macOS:
brew install --cask mactex
Or the smaller version: brew install --cask mactex-no-gui
Windows:
Download and install MiKTeX from https://miktex.org/download
Or install TeX Live from https://tug.org/texlive/windows.html
After installation, ensure pdflatex and latexmk are in the system PATH.
Linux (Ubuntu/Debian):
sudo apt install texlive-full latexmk
Step 3: Verify Editor Extension
Tell the user to install the LaTeX Workshop extension in Cursor / VS Code:
- Open Extensions panel (
Cmd+Shift+Xon macOS,Ctrl+Shift+Xon Windows/Linux) - Search for "LaTeX Workshop" by James Yu
- Click Install
The project already includes .vscode/settings.json that configures auto-build on save, PDF preview in side panel, and SyncTeX forward/inverse search.
Step 4: First Build
From the project root directory (not latex/):
macOS / Linux:
make
Windows (PowerShell):
cd latex; latexmk main.tex; cd ..
All platforms (via Cursor/VS Code):
Open any .tex file and save it. LaTeX Workshop auto-compiles and opens the PDF preview.
Step 5: Live Preview (Continuous Watch)
macOS / Linux:
make watch
Windows (PowerShell):
cd latex; latexmk -pvc main.tex
What ships with it
2 files 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.
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.
- 10d ago First seen · 307 lines · 68 tokens per session scan B 1763294c475d
ntu-dissertation-expert is a skill published in the GitHub repository jackieyyang/skills (2 stars, last pushed 3mo ago), licensed MIT. It adds 68 tokens to every session and 2,587 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it B with 1 finding (asks for root). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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