slop-detector

Detect and score AI-generated text using genre-aware heuristics and structural analysis.

Updated Apr 16, 2026
One-click install
npx skills add https://github.com/bengous/agents-skills --skill slop-detector-bengous
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: slop-detector
Source: https://github.com/bengous/agents-skills/tree/main/slop-detector
Command: npx skills add https://github.com/bengous/agents-skills --skill slop-detector-bengous

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Detects AI-generated or generic writing patterns, quantifies their severity, explains why the text feels synthetic, and produces targeted fixes that preserve the writer's voice. It helps authors and agent pipelines avoid publishable outputs that read like templates or training-data artifacts.

Core Features & Use Cases

  • Detect & score: genre-aware heuristics produce a slop score and a compact diagnosis explaining the overall issues.
  • Findings & fixes: grouped findings with line-level explanations and suggested replacements so the author retains control.
  • Rewrites with voice preservation: optional full rewrites that compare against an optional voice profile to keep the original stance and rhythm.
  • Deterministic pre-screen: a local script performs regex and statistical checks (scripts/score.py) as a quick baseline.
  • Genre presets & strictness modes: presets for LinkedIn, cover letters, recruiter messages, and adjustable strictness (brutal/firm/gentle).

Quick Start

Audit this LinkedIn post for AI-sounding patterns and return a slop score, a short diagnosis, grouped findings, and suggested line edits.

Frequently Asked Questions about slop-detector

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

FAQPage Schema
How do I check if my text sounds AI-generated?

To check if text sounds AI-generated, you can run a slop detection audit that applies genre-aware heuristics and statistical checks to score template language, stylistic markers, and structural patterns, returning a slop score with a compact diagnosis.

How do I humanize AI-generated text while preserving my writing voice?

You can humanize AI-generated text while preserving your writing voice by applying targeted line edits or full rewrites that compare against an optional voice profile, ensuring the original stance and rhythm remain intact.

Can I detect AI writing patterns in LinkedIn posts and cover letters?

Yes, you can detect AI writing patterns in LinkedIn posts and cover letters by using built-in genre presets that apply specific heuristics and adjustable strictness modes to evaluate draft text.

What is the best way to audit recruiter outreach messages for generic language?

The best way to audit recruiter outreach messages for generic language is to use a genre-aware text audit that runs deterministic regex and statistical prescreening, followed by grouped findings with line-level explanations and suggested replacements.

How do I get line-level explanations for why my blog post feels synthetic?

To get line-level explanations for why your blog post feels synthetic, run an AI text detection audit that returns grouped findings detailing specific stylistic markers and structural patterns, along with suggested replacements for each flagged line.