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slop-detector

Detect AI writing patterns and generate a scored report with fix suggestions.

7|Updated Jan 4, 2026
Search Tags:#pattern recognition#content authenticity#AI detection#slop detection#text audit
One-click install
npx skills add https://github.com/aplaceforallmystuff/claude-slop-detector --skill slop-detector
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: slop-detector
Source: https://github.com/aplaceforallmystuff/claude-slop-detector/tree/main/skills/slop-detector
Command: npx skills add https://github.com/aplaceforallmystuff/claude-slop-detector --skill slop-detector

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Slop Detector helps editors and content creators identify AI-generated writing patterns in drafts, enabling faster authenticity checks and higher-quality messaging.

Core Features & Use Cases

  • Pattern Detection: Flag Tier 1 and Tier 2 AI slop phrases and highlight problematic clusters.
  • Scoring & Fixes: Generate a Slop Score and actionable recommendations to improve tone, clarity, and originality.
  • Use Case: Paste a draft, run a quick audit, and receive a structured report that guides rewriting for authenticity.

Quick Start

Paste or drop content into the tool to audit. The tool will run a 30-second test, detect patterns, compute a slop score, and return concrete edits.

Frequently Asked Questions about slop-detector

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

FAQPage Schema
How do I detect AI generated writing patterns in my drafts before publishing?▼

To detect AI generated writing patterns before publishing, paste your draft into the tool to run a 30-second test that flags Tier 1 and Tier 2 slop phrases and returns a structured report with actionable edits.

What is a slop score and how does it help audit content authenticity?▼

A slop score is a calculated metric produced by auditing your text for structural tells and problematic phrase clusters, helping you measure content authenticity and guide rewrites for improved tone and originality.

How do I review AI generated output to improve tone and clarity?▼

You can review AI generated output by running it through a pattern detection audit that highlights problematic clusters and provides concrete recommendations to improve tone, clarity, and originality.

Can I check content authenticity for large drafts without external dependencies?▼

Yes, you can check content authenticity without external dependencies by pasting drafts directly into the tool, which relies on predefined detection patterns and internal scoring mechanisms to audit text.

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