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stop-slop

Remove predictable AI writing patterns from prose drafts.

Updated Mar 17, 2026
Search Tags:#writing#authenticity#text editing#language processing#AI elimination
One-click install
npx skills add https://github.com/aaymanasrar/Elephante --skill stop-slop-aaymanasrar
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: stop-slop
Source: https://github.com/aaymanasrar/Elephante/tree/main/.agents/skills/stop-slop
Command: npx skills add https://github.com/aaymanasrar/Elephante --skill stop-slop-aaymanasrar

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill removes predictable AI writing patterns, helping you draft, edit, and review text to sound more human and direct.

Core Features & Use Cases

  • AI Tell Elimination: Detects and removes throat-clearing phrases, emphasis crutches, and structural clichés.
  • Active Voice: Ensures every sentence has a human subject doing something, avoiding passive voice.
  • Specificity: Encourages direct statements and specifics over vague declaratives.
  • Use Case: Use this Skill to review a draft of a business report, and it will help you eliminate AI-like language for a more authentic tone.

Quick Start

Run the stop-slop skill on your business report draft to remove AI tells and enhance readability.

Frequently Asked Questions about stop-slop

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

FAQPage Schema
How do I eliminate AI writing patterns from my drafts?▼

This Skill removes AI writing patterns by detecting and eliminating throat-clearing phrases, emphasis crutches, and structural clichés from your drafts. It operates directly on the provided text to improve directness and ensure authentic tone.

What are common AI tells in text editing and how do I fix them?▼

Common AI tells in text editing include throat-clearing phrases, passive voice, and vague declaratives. You can fix them by using this Skill to encourage direct statements and specifics, ensuring active voice with a human subject performing the action.

Does this AI text editing tool work with business report drafts?▼

Yes, this AI text editing tool works with business report drafts. You can run the Skill on your draft to remove AI-like language, replacing passive voice and formulaic structures with specific, authentic statements to enhance readability.

Do I need external dependencies to remove AI language from prose?▼

No, you do not need external dependencies to remove AI language from prose. This Skill operates entirely within the text provided, requiring no additional setup to detect and eliminate predictable AI writing patterns and structural clichés.

When should I use an AI elimination tool for language processing?▼

You should use an AI elimination tool for language processing when reviewing content or editing drafts that sound overly formulaic. It addresses AI-generated language issues by enforcing active voice and replacing vague declaratives with specific statements.

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