JevMade field notes / Architecture and workflow guide

How a browser extension uses AI to hide website clutter

This guide explains how a browser extension uses an AI tool to identify and hide annoying website clutter. It saves rules for future visits and keeps uncertain items visible to avoid breaking pages.

Original by kitzeBrowser use

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Credits and license

“unclutter” by kitze. Read the original source.

This expanded guide is an AI-narrated adaptation of the source’s essential explanation, examples and caveats, not a word-for-word reading. The synthetic voice does not imitate the author or imply their endorsement.

License: MIT

MIT License

Copyright (c) 2026 Kitze

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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SOFTWARE.

Our summary

Unclutter is a browser extension that hides annoying website distractions like cookie popups, newsletter sign-ups, and empty ads. It helps people read web pages peacefully by temporarily removing visual clutter without permanently deleting any of the original website code.

The extension finds distinct parts of a web page and sends short descriptions to Jev, an AI tool that chooses categories from a list rather than writing answers. If the AI is highly confident an item is clutter, the software hides it and saves that rule for similar pages.

This tool is useful for people who have their own private access code for the AI service. The software does not click consent buttons or block tracking. If the AI is uncertain, or if a request fails, the page elements remain visible so you do not lose important information.

Key takeaways

The extension requires high certainty from the AI before hiding anything, leaving uncertain items visible.
Failed attempts require a person to try again manually, which stops the software from getting stuck.
Saved hiding rules are checked against the current page to ensure they still match before applying.

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