slop-sense

Detect and score AI-generated writing patterns using lexical and structural analysis.

1|Updated Mar 15, 2026
One-click install
npx skills add https://github.com/CyranoB/slop-sense --skill slop-sense
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: slop-sense
Source: https://github.com/CyranoB/slop-sense/tree/main/dist-src/slop-sense-bundle
Command: npx skills add https://github.com/CyranoB/slop-sense --skill slop-sense

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires node.js, python3, and includes scripts (resource) components.

What problem does it solve?

This skill addresses the proliferation of low-quality, robotic AI-generated content by identifying specific linguistic patterns and providing actionable workflows to restore a natural, human voice to your writing.

Core Features & Use Cases

  • Multi-Modal Analysis: Offers four distinct modes including text rewriting, verdict-only scoring, pattern deep-dives, and prompt extraction.
  • Dual-Engine Detection: Combines lexical analysis (slop-detector) with structural rhythm checking (burstiness, contractions, and anaphora) to provide a comprehensive AI-score.
  • Use Case: Use this skill to audit a draft for AI-tells like em-dash overuse or significance inflation, then automatically rewrite the text to sound more authentic and engaging.

Quick Start

Paste your text into the chat and ask the slop-sense skill to rewrite it to sound more human.

Frequently Asked Questions about slop-sense

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

FAQPage Schema
How do I detect AI-generated text and rewrite it to sound more human?

To detect AI-generated text and rewrite it to sound more human, paste your draft into the chat and request a rewrite; the skill uses lexical and structural analysis to score AI patterns and automatically restore a natural voice.

What writing patterns does AI detection look for when scoring content?

AI detection scoring looks for specific writing patterns like em-dash overuse, significance inflation, low burstiness, missing contractions, and anaphora, providing a comprehensive AI-score based on these linguistic and structural tells.

Do I need Node.js and Python 3 to run the AI text analysis?

Yes, you need Node.js and Python 3 to run the AI text analysis, because the skill uses Node.js for the lexical slop-detector script and Python 3 for the structural rhythm analysis engine.

Can I just score my content for AI patterns without rewriting it?

Yes, you can score your content for AI patterns without rewriting it by using the verdict-only scoring mode, which evaluates the text and provides an AI-score without generating a humanized rewrite.

What is the best way to audit a draft for robotic AI writing tropes?

The best way to audit a draft for robotic AI writing tropes is to use the pattern deep-dive mode, which identifies specific linguistic patterns like em-dash overuse and significance inflation, then provides actionable workflows to restore natural rhythm.

Can this skill extract the original prompt from a piece of AI-generated writing?

Yes, this skill can extract the original prompt from a piece of AI-generated writing by using its prompt extraction mode, one of four distinct analysis modes available for auditing and understanding LLM content generation.