humanize-en

Rewrite English prose to remove AI writing tells while preserving formatting.

2|Updated Apr 22, 2026
One-click install
npx skills add https://github.com/coroboros/agent-skills --skill humanize-en
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanize-en
Source: https://github.com/coroboros/agent-skills/tree/main/skills/humanize-en
Command: npx skills add https://github.com/coroboros/agent-skills --skill humanize-en

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

Strip AI writing tells from English prose. Preserves meaning, structure, code blocks, links, anchors, and frontmatter — rewrites only the flagged phrasing. Operates on inline text or a prose file path.

Core Features & Use Cases

  • Rewrites AI tells to neutral, human-edited prose while preserving essential formatting and metadata.
  • Works across README, docs, changelogs, blog drafts, and marketing copy to improve readability without changing content.
  • Supports inline text or file paths; can be invoked as a subroutine by other writing skills to scrub drafts before shipping.

Quick Start

Provide the prose text or a file path and request a rewrite to remove AI tells.

Frequently Asked Questions about humanize-en

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

FAQPage Schema
How do I make AI generated text sound more human?

To make AI generated text sound more human, the skill rewrites flagged phrasing into neutral prose while preserving your original meaning, structure, and formatting. It targets documentation, READMEs, and marketing copy to remove robotic tone.

What is the best way to remove AI writing tells from documentation?

The best way to remove AI writing tells from documentation is to rewrite the flagged phrasing without altering code blocks, links, anchors, or frontmatter. This ensures content readability improves while technical syntax remains intact.

Can I humanize prose directly from a file path?

Yes, you can humanize prose directly from a file path. The skill accepts both inline text and file paths as input, allowing you to scrub READMEs, changelogs, and blog drafts before shipping.

Does humanizing markdown preserve frontmatter and code blocks?

Humanizing markdown does preserve frontmatter and code blocks. The skill specifically avoids alterations to code blocks, links, and URLs, rewriting only the flagged inline text to maintain technical integrity.

Why does my README still sound like AI after editing?

Your README may still sound like AI if phrasing tells were not fully scrubbed. This skill identifies and rewrites those specific phrasing patterns into a neutral voice, operating across docs and release notes for better readability.