human-tone

Refine professional prose to remove AI-typical linguistic artifacts.

Updated Jun 25, 2026

Search Tags:#writing #tone #editing #communication #prose #proofreading

Ready to run

npx skills add https://github.com/binoy14/skills --skill human-tone-binoy14

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: human-tone
Source: https://github.com/binoy14/skills/tree/main/skills/human-tone
Command: npx skills add https://github.com/binoy14/skills --skill human-tone-binoy14

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill removes the robotic, repetitive, and overly formal patterns often found in AI-generated text, ensuring your writing sounds authentic, concise, and professional.

Core Features & Use Cases

Tone Correction: Strips away AI-typical puffery, inflated verbs, and machine-generated artifacts.
Prose Refinement: Improves clarity and impact across various formats including PR descriptions, emails, documentation, and commit messages.
Use Case: Use this when you have drafted a technical document or a pull request description that feels too wordy or generic and you want to make it sound more direct and human-authored.

Quick Start

Ask the agent to rewrite your draft using the human-tone skill to remove AI tells and improve clarity.

Frequently Asked Questions about human-tone

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

FAQPage Schema

How do I make AI-generated text sound more natural and human?▼

To make AI-generated text sound more natural, refine prose by eliminating machine-generated patterns, formulaic filler, and inflated verbs. This improves clarity and impact across professional documentation, emails, and PR descriptions so your writing reads as authentic and concise.

How do I remove robotic tone from pull request descriptions and commit messages?▼

Remove robotic tone from PR descriptions and commit messages by applying stylistic rules for verb usage and structural parallelism. Stripping away AI-typical puffery and formulaic filler ensures your technical communication sounds direct and human-authored.

What writing patterns make technical documentation sound like AI?▼

Writing patterns that make documentation sound like AI include repetitive phrasing, overly formal structure, inflated verbs, and machine-generated linguistic artifacts. Correcting these specific stylistic issues restores authentic, professional prose.

Can I use this to edit professional emails and documentation?▼

Yes, you can edit professional emails and documentation by refining drafts to remove wordy or generic phrasing. The process applies specific prose correction rules to ensure your communication is concise, direct, and free of machine-generated artifacts.

What is the best way to proofread technical drafts for AI-typical linguistic artifacts?▼

The best way to proofread for AI-typical linguistic artifacts is to check for formulaic filler content and enforce structural parallelism. This strips away machine-generated patterns, ensuring your technical writing maintains clarity and authenticity.

Are there limitations when editing prose to remove AI-generated patterns?▼

A limitation when editing prose to remove AI patterns is that the process focuses on professional text like documentation and PR descriptions. It requires adherence to specific stylistic rules for verb usage and structural parallelism rather than general creative writing.