jevbooks

← All projects

jev-linkedin-slop-filter

Arpit-Khandelwal/jev-linkedin-slop-filter

Stamps LinkedIn engagement bait with Jev's calibrated probability.

What it is

A Chrome extension that judges each LinkedIn post as it scrolls into view and stamps it BAIT, CORP, or BRAG with the confidence score, leaving the post readable underneath.

How it uses Jev

For each ambiguous post, two Noul questions and a Choice category run on the post text via a local proxy. Jev returns probabilities; the extension branches on is_slop >= 0.60 or is_corporate_slop >= 0.70 to apply a stamp.

Primitives:choicenoul

Technique worth stealing

Local keyword rules settle obvious cases before any API call, and verdicts are cached per post.

Try it

Clone, set .env, run server, load extension/ unpacked in Chrome, open LinkedIn feed.

View on GitHub

judged by Jevjev-1.13.0

Evidence

Each line is one question put to Jev about the README. ≥ 0.60 reads as yes, ≤ 0.40 as no; in between Jev is not making a call.

  • Jev-centricyes0.96
  • Shows a System One patternyes0.92
  • Handles uncertaintyyes0.94
  • Measuredno0.17
  • Runnableyes0.98
  • Worth recommendingunclear0.49
  • Model replicano0.03
  • Problem scopescore on a 0–2 scale0.96
  • About Jevyes0.99

Signals by Jev jev-1.13.0, card written by DeepSeek V4.1 Flash from the README on 22 Sept 2026.