unslop

Detect and rewrite AI tells to produce human-like written text.

2|Updated Apr 3, 2026

Search Tags:#writing #tone #editing #rewrite #human-voice #ai-tells

Ready to run

npx skills add https://github.com/kscius/KS-Cursor-Orchestrator --skill unslop-kscius

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: unslop
Source: https://github.com/kscius/KS-Cursor-Orchestrator/tree/main/skills/unslop
Command: npx skills add https://github.com/kscius/KS-Cursor-Orchestrator --skill unslop-kscius

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI-generated writing often contains tells that reveal machine authorship. This skill removes AI tells and injects human voice to ensure natural, engaging prose across various contexts such as emails, reports, and articles.

Core Features & Use Cases

Detect AI tells and puffery, rewrite for clarity and personality.
Add human voice and tone adjustments across prose, documents, emails, and messages.
Self-audit prompts to identify remaining AI patterns after rewriting.

Quick Start

Paste the text you want rewritten to remove AI tells and add a 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 tells from my writing to make it sound more human?▼

Removing AI tells involves detecting puffery and repetitive machine patterns in your text, then rewriting those sections to inject human voice and tone adjustments, ensuring the final output reads naturally.

What are common AI tells in text and how can they be detected?▼

AI tells are detectable puffery and unnatural patterns in written text. A self-audit mechanism identifies these remaining AI markers after an initial rewriting pass to ensure a natural voice.

Can I humanize AI-generated emails and commit messages?▼

Yes, humanizing AI-generated emails and commit messages is possible by applying pattern detection to remove machine markers and rewriting the text for natural tone and specificity across various communication formats.

What is the best way to rewrite AI-generated prose for a natural voice?▼

The best way to rewrite AI-generated prose is to process the text through pattern detection for AI markers, apply tone adjustments for human voice, and run self-audit prompts to catch any remaining unnatural tells.

Does this rewriting process work for agent outputs and PR descriptions?▼

Yes, the rewriting process applies to agent outputs and PR descriptions by detecting machine-generated patterns, removing them through targeted rewrites, and adjusting the tone to produce natural, engaging prose.