stop-slop

Remove predictable AI writing patterns from prose drafts.

2|Updated Jun 13, 2026
One-click install
npx skills add https://github.com/wangjiawei508/WorkWise --skill stop-slop-wangjiawei508
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: stop-slop
Source: https://github.com/wangjiawei508/WorkWise/tree/main/src/asset/skills/stop-slop
Command: npx skills add https://github.com/wangjiawei508/WorkWise --skill stop-slop-wangjiawei508

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill removes predictable AI writing patterns, ensuring text sounds more human and less robotic.

Core Features & Use Cases

  • Remove AI Tell: Eliminate throat-clearing phrases, adverbs, and structural clichés.
  • Improve Readability: Enhance directness, rhythm, and trustworthiness of text.
  • Use Case: Before submitting a report, use this Skill to ensure it avoids common AI pitfalls and reads smoothly to human readers.

Quick Start

Use the stop-slop skill to process your text and remove AI 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 from my text drafts?▼

Yes, this Skill eliminates throat-clearing phrases, adverbs, and structural clichés to fix robotic prose. By targeting these specific AI tells, it improves the directness, rhythm, and trustworthiness of your drafted text before final review.

What is an AI tell in writing and how do I eliminate it?▼

An AI tell in writing is a predictable phrase or structural cliché that makes text sound robotic. You eliminate it by processing your prose through this Skill, which targets and removes these specific sentence-level rules to enhance authenticity.

Can I use this to edit a report draft for authenticity?▼

Yes, you can use this Skill to edit a report draft for authenticity. It is specifically intended for reviewing drafts before submission, ensuring your report avoids common AI pitfalls and reads smoothly to human readers.

Does this text processing tool work without external dependencies?▼

Yes, this text processing tool works without external dependencies. It operates independently to remove AI tells from your prose, requiring no additional modules or environment setup to enhance readability and authenticity.

What is the best way to improve text readability and directness?▼

The best way to improve text readability and directness is to remove structural clichés and adverbs using this Skill. It edits your prose by targeting specific sentence-level rules, ensuring the text sounds more human and less robotic.

When should I not use an AI pattern removal tool?▼

You should not use an AI pattern removal tool when your text requires strict adherence to specific formatting rules or when preserving the original structural emphasis is more critical than achieving a natural human rhythm.