anti-slop

Enforce a human-sounding prose style guide banning LLM clichés and filler phrases.

1|Updated Sep 17, 2025
One-click install
npx skills add https://github.com/mpazaryna/agentic-factory --skill anti-slop-mpazaryna
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: anti-slop
Source: https://github.com/mpazaryna/agentic-factory/tree/main/content/anti-slop/skills/anti-slop
Command: npx skills add https://github.com/mpazaryna/agentic-factory --skill anti-slop-mpazaryna

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps users write high-quality, natural-sounding prose by eliminating common AI clichés, filler phrases, and overly dramatic or vague language.

Core Features & Use Cases

  • Style Enforcement: Adheres to a strict style guide that promotes clarity, directness, and a professional yet engaging tone.
  • Banned Language Filter: Actively avoids a predefined list of overused or cliché words and phrases.
  • Structure Guidance: Ensures logical paragraphing, sparing use of subheadings, and natural transitions.
  • Use Case: When drafting a blog post or technical documentation, use this Skill to ensure the output reads like it was written by an expert human, not a generic AI.

Quick Start

Apply the anti-slop style guide to the following draft.

Frequently Asked Questions about anti-slop

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

FAQPage Schema
How do I write clear prose that sounds human and avoids common AI clichés?

To write clear prose that sounds human, apply a strict style guide that bans common LLM clichés, filler phrases, and dramatic language. This enforces a direct, natural voice for articles, documentation, and blog posts.

What is the best way to edit a draft to remove generic AI filler phrases?

The best way to edit a draft and remove generic AI filler phrases is to filter the text against a predefined list of banned language and vague vocabulary, ensuring the output reads like it was written by an expert human.

Can I use a style guide to enforce structure and logical paragraphing in technical documentation?

Yes, you can use a style guide to enforce structure in technical documentation by ensuring logical paragraphing, sparing use of subheadings, and natural transitions alongside vocabulary and tone rules.

Does applying an anti-slop style guide require any specific tools or dependencies?

Applying an anti-slop style guide requires no specific tools or dependencies. You simply pass your draft text to the Skill to process tone, structure, banned language, and vocabulary rules for output refinement.