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noslop

NPM package to detect and remove AI slop from generated text

Role

Solo Developer

Timeframe

2025

Stack

TypeScript NPM NLP Vitest

Overview

noslop is a lightweight NPM package that detects and flags common AI-generated filler phrases — the kind of generic, meaningless text that AI models tend to produce (e.g., “It’s important to note that…”, “In today’s fast-paced world…”).

Usage

npm install noslop
import { detectSlop } from 'noslop';

const result = detectSlop("It's worth noting that this is a game-changer.");
// { score: 0.8, matches: ["It's worth noting", "game-changer"] }

Why

AI-assisted writing is powerful but tends toward homogeneous, cliche-heavy output. noslop helps maintain authentic voice by flagging the most common patterns so writers can revise them.

Used internally in the content-machine pipeline as a quality gate before publishing.

Outcomes

  • Published on NPM
  • Detects 100+ common AI slop patterns
  • Used in content-machine pipeline

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