What kind of words does it target?

It targets 'AI-isms' like delve, leverage, multifaceted, robust, pivotal, and grandiose fillers like 'in today's fast-paced world' or 'stands as a testament to'.

Does this skill change the meaning of my content?

No. One of the core principles of the De-Slop skill is meaning preservation; it focuses strictly on improving the 'how' of the writing, not the 'what'.

Can I use this for technical documentation?

Yes, it is highly effective for technical docs as it removes unnecessary fluff and hedging, making the instructions clearer and more direct.

What does 'de-slop' mean in AI writing?

De-sloping is the process of removing common AI writing artifacts, such as overused vocabulary, repetitive structures, and 'polite' chatbot filler, to make text sound like it was written by a human.

De-Slop AI Content Polisher

Name: De-Slop AI Content Polisher
Author: petekp

bypetekp

•

コンテンツ管理

Removes AI-writing patterns and LLM-isms to restore a natural, human voice to your prose.

De-Slop is a specialized Claude Code skill designed to identify and eliminate the characteristic 'tells' of AI-generated text. It uses a structured three-tier diagnostic process—categorizing issues as Red (immediate flags), Yellow (statistical signals), and Green (structural patterns)—to address everything from obvious chatbot leakage to subtle monotonous sentence structures. By applying principles of plain language, varied sentence length, and specific examples, this skill helps users transform robotic AI drafts into authentic, engaging content suitable for professional publication.

主な機能

01Automatic removal of chatbot leakage and grandiose filler phrases

02Synonym de-cycling to prevent repetitive noun usage

034 GitHub stars

04Structural rewriting to break 'relentless balance' and uniform register

05Three-tier diagnostic reporting to identify AI writing artifacts

06Plain language substitution for overused AI words like 'delve' and 'leverage'

ユースケース

01Polishing AI-generated documentation to sound more professional and direct

02Humanizing automated summaries and technical README files

03Reviewing blog posts or marketing copy to remove detectable AI patterns

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add petekp/agent-skills de-slop

For use in Claude.ai and ChatGPT