stop-slop

Detect and remove AI writing patterns, filler phrases, and formulaic structures from text.

5|1|Updated Mar 7, 2026
One-click install
npx skills add https://github.com/carlopezzuto/recruiting --skill stop-slop-carlopezzuto
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: stop-slop
Source: https://github.com/carlopezzuto/recruiting/tree/main/.claude/skills/stop-slop
Command: npx skills add https://github.com/carlopezzuto/recruiting --skill stop-slop-carlopezzuto

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps writers eliminate AI writing patterns, repetitive phrases, and formulaic structures to produce more natural and authentic prose.

Core Features & Use Cases

  • Pattern Detection and Removal: Identifies filler phrases, AI clichés, and generic language in various writing registers.
  • Style Refinement: Enhances clarity, specificity, and voice in drafts, edits, or reviews for professional, academic, narrative, or casual texts.
  • Use Case: Use this Skill to improve a technical report by removing jargon, or to craft a more engaging narrative by reducing redundancy and filler language.

Quick Start

Instruct the tool to review and improve your draft prose by eliminating AI telltale patterns.

Frequently Asked Questions about stop-slop

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I remove AI writing patterns and filler phrases from my text?

You can remove AI writing patterns by applying a refinement process that detects filler phrases, AI clichés, and formulaic structures, replacing them with specific, humanized language that makes your writing sound authentic.

What is the best way to humanize AI-generated technical reports?

To humanize AI-generated technical reports, use a style refinement process that eliminates generic language and jargon, ensuring the text becomes clear, specific, and authentic while maintaining its professional register.

Does this text improvement approach work for casual writing and narratives?

Yes, this text improvement approach works for casual writing and narratives by detecting and removing formulaic structures across different registers, refining drafts to ensure they are engaging and human-sounding.

How do I refine my writing style to sound more natural and engaging?

You refine your writing style by cleaning and refining written content to eliminate repetitive phrases and formulaic structures, producing natural prose that enhances clarity, specificity, and voice.

When should I not use an AI text humanizer for editing?

You should not use an AI text humanizer when your document requires preserving strict original phrasing or highly specialized jargon, as the refinement process actively replaces formulaic structures to improve clarity.