Focus Patrol – Local AI extension for distraction classification and privacy

Summary: Focus Patrol is a browser extension that uses on-device AI to classify websites as Focus, Neutral, or Distraction in real-time without sending data off the device. It provides private, detailed reports and automatically deletes logs daily to maintain user privacy.

What it does

It analyzes browsing activity locally using Gemini Nano or a WebLLM fallback to categorize sites and generate focus reports. All processing and data storage occur on the user’s machine with no external data transmission.

Who it's for

Users seeking a distraction monitoring tool that respects privacy by keeping all browsing data and analysis on their own device.

Why it matters

It solves the problem of privacy concerns in focus tracking by eliminating the need to share browsing history with external servers while still providing actionable insights.