ai-slop-remover

Analyze written copy for AI language patterns and structural coherence.

1|Updated Apr 2, 2026

Search Tags:#feedback #content optimization #writing analysis #AI detection #copy review

Ready to run

npx skills add https://github.com/leoxmoore/sophron-skills --skill ai-slop-remover-leoxmoore

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: ai-slop-remover
Source: https://github.com/leoxmoore/sophron-skills/tree/main/skills/ai-slop-remover
Command: npx skills add https://github.com/leoxmoore/sophron-skills --skill ai-slop-remover-leoxmoore

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps users efficiently evaluate written content for AI-like patterns, structure, and clarity, reducing manual review time.

Core Features & Use Cases

Copy Analysis: Detects AI language patterns, generic language, and structural issues within any text.
Feedback Generation: Provides targeted insights on copy specificity, hook quality, and flow, aiding writers in improving their drafts.
Use Case: A marketing team drafts an email and uses this Skill to identify AI-isms and improve engagement with a more human tone before sending.

Quick Start

Paste your text and run the ai-slop-remover to get detailed feedback on AI patterns and structure.

Frequently Asked Questions about ai-slop-remover

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

FAQPage Schema

How do I detect AI language patterns in written copy?▼

To detect AI language patterns in written copy, paste your text into the analyzer to evaluate structural coherence, specificity, and engagement quality. This process identifies generic phrasing and AI-isms to help refine human-like communication.

What is the best way to reduce AI detectability in marketing emails?▼

The best way to reduce AI detectability in marketing emails is to analyze the draft for AI language patterns and generic structure. You receive targeted feedback on hook quality and flow to adjust the tone before sending.

How do I review written content for structural coherence and specificity?▼

You review written content for structural coherence and specificity by running the text through a copy analysis process. It highlights structural issues and levels of specificity, providing targeted insights to improve engagement.

Does this copy review process work for any text format?▼

Yes, the copy review process works for any text format because it analyzes the underlying language patterns and structural coherence directly. You simply paste your text to get detailed feedback on AI patterns and structure.

How do I get feedback on hook quality and flow for my drafts?▼

To get feedback on hook quality and flow for your drafts, use a feedback generation tool that evaluates engagement metrics. It provides targeted insights on copy specificity and structural issues to aid in improving your writing.