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What is mind-shield?

fluryjanis/mind-shield — explained in plain English

Analysis updated 2026-07-25

2JavaScriptAudience · generalComplexity · 2/5Setup · moderate

In one sentence

A browser extension that briefly delays your AI chatbot prompts if it thinks you're asking something you could figure out yourself, encouraging you to think first. It runs entirely on your computer for privacy.

Mindmap

mindmap
  root((repo))
    What it does
      Delays simple prompts
      Runs locally in browser
      No data collected
    How it works
      Checks prompt before sending
      Five second countdown timer
      Auto-sends after delay
    Supported platforms
      ChatGPT
      Claude
      Google Gemini
      Grok
    Tech stack
      JavaScript
      DistilBERT-MNLI model
      Browser extension
    Use cases
      Break lazy AI habits
      Encourage independent thinking
    Audience
      Vibe coders
      General users

Code map

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What do people build with it?

USE CASE 1

Break the habit of asking AI chatbots simple questions you can answer yourself.

USE CASE 2

Encourage independent thinking before relying on AI for basic tasks.

USE CASE 3

Inspect or modify the extension's source code to customize its behavior.

What is it built with?

JavaScriptDistilBERT-MNLIBrowser Extension

How does it compare?

fluryjanis/mind-shield3imed-jaberi/cryptography-si-isamm3imed-jaberi/koa-isomorphic-router
Stars222
LanguageJavaScriptJavaScriptJavaScript
Last pushed2021-09-252021-02-06
MaintenanceDormantDormant
Setup difficultymoderateeasyeasy
Complexity2/51/52/5
Audiencegeneralresearcherdeveloper

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · moderate Time to first run · 5min

Requires manually downloading a ZIP from itch.io, extracting it, and loading it as an unpacked extension in Chrome developer mode.

So what is it?

MindShield is a browser extension created by Janis Flury that tries to slow you down when you ask AI tools questions you could probably answer yourself. The idea is that people have started relying on chatbots for simple tasks, like basic math or quick recall, instead of thinking through those problems on their own. The extension adds a small speed bump to that habit. When you type a prompt into ChatGPT, Claude, Google Gemini, or Grok, MindShield checks what you wrote before sending it. It runs a small machine learning model directly in your browser to judge whether your question is a "lazy shortcut" or something more involved. If it thinks you are asking something simple, it locks your input for five seconds and shows a countdown. When the timer hits zero, your prompt sends automatically, so you do not have to retype anything. If your prompt is complex, like a debugging question or a step-by-step learning request, it goes through right away. The extension does all of this locally on your computer. Your prompts are not sent to any external server for evaluation, and the tool does not collect or store your browsing history or personal information. It uses a compact model called DistilBERT-MNLI, compiled to run inside the browser, and it schedules its background work during idle moments so it does not make typing feel sluggish. You can download it from itch.io. To install it in Chrome, you extract the downloaded ZIP file, open the extensions page, turn on developer mode, and load the folder. The source code is available on GitHub for anyone who wants to inspect or modify it.

Copy-paste prompts

Prompt 1
How do I install the MindShield browser extension in Chrome from the downloaded ZIP file?
Prompt 2
How does MindShield use the DistilBERT-MNLI model to decide if my prompt is a lazy shortcut or a complex question?
Prompt 3
Help me modify the MindShield extension to change the delay timer from five seconds to ten seconds.
Prompt 4
Explain how MindShield protects my privacy by running the machine learning model locally in my browser.

Frequently asked questions

What is mind-shield?

A browser extension that briefly delays your AI chatbot prompts if it thinks you're asking something you could figure out yourself, encouraging you to think first. It runs entirely on your computer for privacy.

What language is mind-shield written in?

Mainly JavaScript. The stack also includes JavaScript, DistilBERT-MNLI, Browser Extension.

How hard is mind-shield to set up?

Setup difficulty is rated moderate, with roughly 5min to a first successful run.

Who is mind-shield for?

Mainly general.

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