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humanize-text

Rewrite AI-generated Japanese text into natural, human-sounding prose.

93|15|Updated Jul 17, 2025
Search Tags:#editing#japanese#ai writing#natural language#text refinement
One-click install
npx skills add https://github.com/nokonoko1203/claude-code-settings --skill humanize-text
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanize-text
Source: https://github.com/nokonoko1203/claude-code-settings/tree/main/symlinks/codex/skills/humanize-text
Command: npx skills add https://github.com/nokonoko1203/claude-code-settings --skill humanize-text

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill transforms AI-generated Japanese text, removing its artificiality and making it sound natural and human-written.

Core Features & Use Cases

  • AI Text Refinement: Eliminates common AI writing tells like templated phrasing, excessive punctuation, overly polite language, and vague abstract terms.
  • Natural Language Conversion: Rewrites text to improve flow, rhythm, and readability, ensuring it feels like a person wrote it.
  • Use Case: You've used an AI to draft a customer support response, but it sounds too robotic. Use this Skill to make the response empathetic and natural, improving customer perception.

Quick Start

Rewrite the following AI-generated text to sound more human.

Frequently Asked Questions about humanize-text

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

FAQPage Schema
How do I make AI generated Japanese text sound more natural and human?▼

To make AI Japanese text sound natural, you refine the prose by removing templated phrasing, excessive punctuation, and overly polite language. This process ensures your content reads like it was written by a person.

What makes AI writing sound artificial and how do I fix it?▼

AI writing sounds artificial due to templated phrasing, vague abstract terms, and excessive punctuation. Fixing artificiality involves rewriting the text to improve flow, rhythm, and readability for a natural tone.

Can I use text refinement to improve an AI customer support response?▼

Yes, you can use text refinement to improve an AI customer support response. It rewrites robotic drafts into empathetic, natural prose, significantly improving customer perception and communication quality.

What is the best way to remove excessive politeness from AI Japanese drafts?▼

The best way to remove excessive politeness from AI Japanese drafts is to apply a natural language conversion process. This rewrites overly formal phrases into natural, human-sounding prose with improved rhythm.

Does this text refinement approach work for content creation scenarios?▼

Yes, this text refinement approach works for content creation scenarios. It transforms AI generated text into indistinguishable human writing by eliminating abstract jargon and improving overall readability.

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