unslop

Rewrites text to remove AI writing patterns and restore natural human voice.

Updated May 27, 2026
One-click install
npx skills add https://github.com/baljinnyamday/autonomous-red-team-agent --skill unslop-baljinnyamday
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: unslop
Source: https://github.com/baljinnyamday/autonomous-red-team-agent/tree/main/.agents/skills/unslop
Command: npx skills add https://github.com/baljinnyamday/autonomous-red-team-agent --skill unslop-baljinnyamday

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI-generated and AI-assisted writing carries recognizable tells: puffery, em dash overuse, chatbot phrases, vague attributions, and formulaic structure. This Skill systematically detects and rewrites those patterns so text reads as natural human writing while preserving the original meaning and tone. ## Core Features & Use Cases - Pattern Detection and Rewriting: Scans text against 31 documented AI tells across content, language, style, filler, and jargon categories, then rewrites each instance. - Voice Restoration: Adds opinions, varied sentence rhythm, first person where appropriate, and specific concrete details so the result is not sterile or voiceless. - Self-Audit Loop: Ends with a check asking what still makes the text look machine-generated, fixing remaining tells before finishing. - Use Case: Paste a blog draft or README that reads like generic AI output, and get back a version with plain words, active voice, concrete facts, and no chatbot artifacts. ## Quick Start Rewrite this draft to remove AI writing patterns and give it a natural human voice.

Frequently Asked Questions about unslop

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

FAQPage Schema
How do I remove AI writing patterns from a draft?

Apply the unslop process: scan the text against the 31 documented AI tells, rewrite each instance while preserving meaning and tone, then add human voice through opinions, varied rhythm, and specific details. Finish with a self-audit for remaining tells.

What are the most common signs of AI-generated text?

Common tells include puffery like "pivotal moment", em dash overuse, chatbot phrases like "I hope this helps", vague attributions like "experts believe", rule-of-three structures, and AI vocabulary such as "delve", "crucial", and "tapestry".

Does removing AI patterns change the meaning of my text?

No. The rewriting process explicitly preserves meaning and matches the intended tone. It replaces formulaic phrasing with direct statements and swaps fancy words for plain ones without altering the underlying facts or argument.

Why does my edited text still sound robotic after removing AI phrases?

Removing patterns is only half the job. Sterile, voiceless writing is equally obvious as machine output. Add soul by stating opinions, varying sentence length, using first person where it fits, and replacing generic claims with specific facts.

When should I not use this editing approach?

Avoid it when strict formal register is required, such as legal filings or academic templates with mandated phrasing. The process favors plain speech, active voice, and informal rhythm, which may conflict with rigid style guides.