stop-slop

Remove predictable AI writing patterns from prose.

Updated May 7, 2026
One-click install
npx skills add https://github.com/BeltDoor/aios-template --skill stop-slop-beltdoor
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: stop-slop
Source: https://github.com/BeltDoor/aios-template/tree/main/.king-intelligence/plugins/king-intelligence/skills/stop-slop
Command: npx skills add https://github.com/BeltDoor/aios-template --skill stop-slop-beltdoor

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps writers remove predictable AI-generated writing patterns that make prose feel generic, artificial, or overly formulaic.

Core Features & Use Cases

  • AI Pattern Detection: Identifies and removes filler phrases, jargon, passive voice, false agency, and repetitive structures.
  • Human Writing Refinement: Improves directness, specificity, rhythm, and authenticity across drafts, posts, documents, and messages.
  • Use Case: Review a LinkedIn post, article draft, or business document and revise it so the writing sounds more natural and reader-focused.

Quick Start

Ask the stop-slop skill to clean up this draft and remove AI writing patterns while preserving the intended meaning.

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 from my draft?

To remove AI writing patterns, analyze prose for filler phrases, passive voice, and repetitive structures, then apply structural refinement and active voice improvements to create natural, human-sounding text.

What makes AI generated text sound unnatural?

AI generated text sounds unnatural due to predictable patterns like filler phrases, jargon, passive voice, false agency, and repetitive structures that make prose feel generic and overly formulaic.

Can I edit a LinkedIn post to sound more human?

You can edit a LinkedIn post by running writing pattern analysis to improve directness, specificity, rhythm, and authenticity, ensuring the revised content sounds natural and reader-focused.

What's the best way to refine prose for content quality?

The best way to refine prose for content quality is to perform authenticity checks and structural refinement, removing jargon and passive voice while preserving the intended meaning of your drafts and documents.

Does refining AI text require a style guide?

A style guide is not required, but applying consistent writing pattern analysis rules for filler removal, structural refinement, active voice improvements, and authenticity checks effectively replaces one.

When should I not use AI pattern removal on my content?

Avoid AI pattern removal when preserving original authorial voice is critical, or when content relies on formulaic structures for compliance, as the process actively alters structural rhythm and directness.