korean-humanizer

Refine Korean text to remove translationese and AI-like phrasing.

1|Updated Mar 23, 2026
One-click install
npx skills add https://github.com/cano721/ai-harness --skill korean-humanizer-cano721
Or copy as Structured Prompt for Agentโ–ผ
Please help me install this Agent Skill.
Skill: korean-humanizer
Source: https://github.com/cano721/ai-harness/tree/main/teams/planning/bundle-claude/skills/korean-humanizer
Command: npx skills add https://github.com/cano721/ai-harness --skill korean-humanizer-cano721

SYSTEM DOCUMENTATION & REQUIREMENTS

๐Ÿ’ก This Skill includes references (resource) components.

What problem does it solve?

AI ํ…์ŠคํŠธ์˜ ํ•œ๊ตญ์–ด๋ฅผ ์‚ฌ๋žŒ์ฒ˜๋Ÿผ ์ž์—ฐ์Šค๋Ÿฝ๊ณ  ์ฝ๊ธฐ ์ข‹๊ฒŒ ๋‹ค๋“ฌ์–ด์ฃผ๋Š” ์Šคํ‚ฌ๋กœ, ๋ฒˆ์—ญ์ฒด๋‚˜ ์ธ๊ณต์ง€๋Šฅ ํŠน์œ ์˜ ์–ดํˆฌ๋ฅผ ์ œ๊ฑฐํ•ฉ๋‹ˆ๋‹ค. ๋ธ”๋กœ๊ทธยท๋ณด๊ณ ์„œยทSNS ๋“ฑ ๋‹ค์–‘ํ•œ ํ…์ŠคํŠธ ํƒ€์ž…์—์„œ ๊ฐ€๋…์„ฑ๊ณผ ์ž์—ฐ์Šค๋Ÿฌ์›€์„ ๋†’์ด๋Š” ๊ฒƒ์ด ๋ชฉ์ ์ž…๋‹ˆ๋‹ค.

Core Features & Use Cases

  • ๋ฒˆ์—ญ์ฒด ์ œ๊ฑฐ ๋ฐ ํœด๋จผ๋ผ์ด์ง•: ํ•œ๊ตญ์–ด ๋ฌธ์žฅ์„ ์ž์—ฐ์Šค๋Ÿฌ์šด ํ†ค์œผ๋กœ ์žฌ๊ตฌ์„ฑํ•ฉ๋‹ˆ๋‹ค.
  • ํ†ค๊ณผ ์กด์นญ ์œ ์ง€: ์ž…๋ ฅ ์›๋ฌธ์˜ ์Šคํƒ€์ผ๊ณผ ์กด์นญ ๋ ˆ๋ฒจ์„ ๊ฐ€๋Šฅํ•œ ํ•œ ๋ณด์กดํ•ฉ๋‹ˆ๋‹ค.
  • ๋‹ค์–‘ํ•œ ์žฅ๋ฅด ์ ์šฉ: ๋ธ”๋กœ๊ทธ ๊ธ€, ๋ณด๊ณ ์„œ, ์†Œ์…œ ์ฝ˜ํ…์ธ  ๋“ฑ ์—ฌ๋Ÿฌ ์žฅ๋ฅด์— ์ ์šฉ ๊ฐ€๋Šฅํ•˜๋ฉฐ ์˜ˆ์‹œ๋ฅผ ์ œ์‹œํ•ฉ๋‹ˆ๋‹ค.

Quick Start

ํ•œ๊ตญ์–ด ์›๋ฌธ ํ…์ŠคํŠธ๋ฅผ ์ž…๋ ฅํ•˜๋ฉด ์ฆ‰์‹œ ์ž์—ฐ์Šค๋Ÿฝ๊ณ  ์‚ฌ๋žŒ์ฒ˜๋Ÿผ ๋‹ค๋“ฌ์–ด ๋‹ฌ๋ผ๋Š” ์ง€์‹œ๋ฅผ ์ˆ˜ํ–‰ํ•œ๋‹ค.

Frequently Asked Questions about korean-humanizer

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

FAQPage Schema
How do I remove translationese from Korean text generated by AI?โ–ผ

Removing translationese from Korean text involves rewriting sentences to eliminate unnatural phrasing and AI-laden signals, adjusting tone and cadence while preserving core meaning. This Skill refines Korean content to sound human-written across blog posts, reports, and social media.

Can I humanize Korean writing while keeping the original tone and formality level?โ–ผ

Yes, humanizing Korean writing can preserve the original tone and formality level. This Skill enforces a rewrite pipeline that maintains the input text's stylistic constraints and honorific levels while adjusting cadence to make the content sound natural.

What is the best way to make AI Korean content sound natural for different genres?โ–ผ

The best way to make AI Korean content sound natural is applying a genre-aware humanization process. This Skill adapts its rewriting pipeline to various formats including blog posts, reports, and social media content, ensuring appropriate tone and readability for each genre.

Does this Korean text humanization approach work for both blog posts and formal reports?โ–ผ

Yes, this Korean text humanization approach works for both blog posts and formal reports. It adapts to different tones and formality levels across multiple genres, preserving required terms and stylistic constraints while making the content sound human-written.

Why does AI-generated Korean text sound unnatural and how can I fix it?โ–ผ

AI-generated Korean text sounds unnatural due to translationese and machine-specific cadence patterns. You can fix it by running the text through a humanization pipeline that refines sentence structure, adjusts tone, and removes AI-laden signals while preserving the core meaning.

Are there limitations when rewriting Korean text to remove AI-laden signals?โ–ผ

A key limitation when rewriting Korean text to remove AI-laden signals is that the process focuses on tone and cadence adjustment rather than changing core meaning. It preserves required terms and original stylistic constraints, so structural content changes must be made before humanization.