stop-slop

Remove AI writing patterns like filler phrases and adverbs from prose.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/wuyutanhongyuxin-cell/pdf_make --skill stop-slop-wuyutanhongyuxin-cell
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: stop-slop
Source: https://github.com/wuyutanhongyuxin-cell/pdf_make/tree/main/vendored_sources/stop-slop
Command: npx skills add https://github.com/wuyutanhongyuxin-cell/pdf_make --skill stop-slop-wuyutanhongyuxin-cell

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Prose often carries AI writing tells that undermine authenticity and readability. Stop Slop provides a structured approach to remove filler, hedges, and formulaic phrasing to produce clearer, more direct writing.

Core Features & Use Cases

  • Remove throat-clearing openers, filler phrases, and adverbs to sharpen sentences.
  • Enforce active voice, specificity, and reader-centric perspective across drafts.
  • Use cases: editing drafts, reviewing content for AI patterns, refining blogs, essays, and reports for authentic tone.

Quick Start

Paste your draft and ask Stop Slop to remove AI writing patterns, then review the revised prose.

Frequently Asked Questions about stop-slop

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

FAQPage Schema
How do I remove AI writing patterns from my prose?

To remove AI writing patterns from prose, paste your draft into the editor to cut filler phrases, eliminate adverbs, and enforce active voice for a more direct, human tone.

What are common AI writing tells and filler phrases I should look for?

Common AI writing tells include throat-clearing openers, formulaic phrasing, hedging, and unnecessary adverbs that undermine authenticity and reduce readability.

How do I edit my drafts to ensure a human and direct voice?

Edit drafts for a human voice by enforcing active voice, demanding specificity, and maintaining a reader-centric perspective across blogs, essays, and reports.

Can I use this approach to review content across different genres?

Yes, you can review content across genres by applying structured rules to eliminate formulaic phrasing and ensure clarity, whether drafting blogs, essays, or reports.

Does this method work for improving style without changing my core message?

This method improves style by cutting filler and enforcing specificity, which sharpens sentences and enhances clarity without altering your underlying message.

What is the best way to eliminate adverbs and enforce active voice in my writing?

The best way to eliminate adverbs and enforce active voice is to apply structured editing rules that target throat-clearing openers and demand direct, specific phrasing.