slop-filter

The goal of this project is to collectively pursue an internet without having to sift through slop. It doesn't end at posts on X or comments on Reddit. It also means blocking bot accounts, YouTube and TikTok videos with AI-generated scripts, and whatever comes next.

Today it is a Chrome extension that hides AI-generated posts and comments on X, LinkedIn, and Reddit.

What it does

• Scores every post in your feed for how likely it is to be AI-written.
• Collapses the ones over your threshold. One click shows a post again.
• Animated mode lets you watch it work: a scan line runs over each post, then the post turns green and stays, or turns red and folds away.
• Can be tuned to your own judgment. Mark posts as AI or Human, then fit the weights from your labels.

How it does it

1. It reads the text of each post as it nears your screen.
2. It asks TypeSafe Jev about 18 narrow yes/no and rating questions about the text. Examples: does it use the "it's not X, it's Y" frame, does it open with praise, how generic is it, how much personal voice does it have.
3. Jev answers each question with a probability. It writes no text and gives no opinions.
4. The extension combines the answers into one score with weights. A small script fits those weights from the posts you labeled.
5. Posts under 5 words are left alone. There is too little to judge.

You bring your own TypeSafe API key. It stays in your browser. Post text is sent to TypeSafe for scoring and nowhere else. See the privacy policy. 1,000 posts cost about 4 cents.

Install

Paste this into Claude Code, Codex, or any coding agent:

Read https://raw.githubusercontent.com/adamnroman/slop-filter/main/SKILL.md and follow it to install Slop Filter in my Chrome.

Your agent clones the repo and walks you through the few clicks Chrome requires. Your API key goes into the extension's options page, never into the chat.

Or do it by hand: clone this repo, open chrome://extensions, turn on Developer mode, click Load unpacked, pick the folder. Then open the extension's options and paste your TypeSafe API key.

Tune it and contribute

SKILL.md teaches your coding agent how to update it, add a tell you noticed, fit the weights from your labels, and add a site. docs/development.md has the full detail. To send a change back, see CONTRIBUTING.md.

Releases

See CHANGELOG.md and the releases page. Each release has the extension as a zip you can unpack and load.

Credits

Poop icons created by HideMaru - Flaticon

License

MIT for the code. The bundled Fredoka font is under the SIL Open Font License. The icon is under the Flaticon license with the credit above, not MIT. See assets/icons/ATTRIBUTION.txt.