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de-slopify

Revise AI-generated documentation line-by-line to remove telltale AI writing patterns.

1|Updated Feb 9, 2026
Search Tags:#documentation#writing#editing#polish#ai-slop#style-improvement#human-voice
One-click install
npx skills add https://github.com/danzam98/claude-skills-toolkit --skill de-slopify-danzam98
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: de-slopify
Source: https://github.com/danzam98/claude-skills-toolkit/tree/main/skills/de-slopify
Command: npx skills add https://github.com/danzam98/claude-skills-toolkit --skill de-slopify-danzam98

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Remove telltale AI writing patterns from documentation and text to ensure writing sounds authentic and human.

Core Features & Use Cases

  • Remove AI slop from documents, READMEs, and articles to improve readability and trust.
  • Provide line-by-line guidance to recast awkward AI-phrasing into natural language.
  • Apply to documentation, marketing content, and educational materials to achieve a human tone.

Quick Start

Revise the provided AI-generated text to remove telltale AI patterns and rewrite it in a natural human voice.

Frequently Asked Questions about de-slopify

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

FAQPage Schema
How do I remove AI writing patterns from technical documentation?▼

To remove AI writing patterns from technical documentation, you must manually revise the text line-by-line to recast awkward phrasing into natural language. This avoids regex automation, ensuring the READMEs and docs achieve an authentic human voice.

What is the best way to make AI-generated marketing content sound human?▼

The best way to make AI-generated marketing content sound human is through manual, line-by-line revision to eliminate telltale AI slop. This process polishes the text, replacing robotic phrasing with a natural tone for clearer communication.

Does removing AI slop from text require automated regex tools?▼

Removing AI slop from text does not require automated regex tools. Authentic voice restoration relies on manual, line-by-line revision to accurately recast awkward AI phrasing into natural language without relying on pattern-matching scripts.

Can I apply human tone adjustments to educational materials and articles?▼

You can apply human tone adjustments to educational materials and articles by manually revising the AI-generated text line-by-line. This removes telltale AI patterns, ensuring the writing sounds authentic and improves overall readability and trust.

Why does my AI-generated README sound unnatural and how do I fix it?▼

Your AI-generated README sounds unnatural due to telltale AI writing patterns. You fix it by manually revising the text line-by-line to recast awkward phrasing, ensuring the documentation reads with a natural, human voice.

What are the limitations of using manual revision to polish AI text?▼

A limitation of using manual revision to polish AI text is that it requires line-by-line human effort without regex automation. This ensures an authentic voice but demands manual intervention for every document, README, or article needing style improvement.

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