kylehughes

Prose Humanizer — Data & AI agent for Claude Code

Data & AI community

Rewrites prose to remove AI writing patterns.

How to install Prose Humanizer

Installs to ~/.claude/agents/kylehughes-writing-prose-like-a-human-for-agents-prose-humanizer.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/kylehughes/writing-prose-like-a-human-for-agents/HEAD/agents/prose-humanizer.md -o ~/.claude/agents/kylehughes-writing-prose-like-a-human-for-agents-prose-humanizer.md

Restart Claude Code, or start a new session, for it to be picked up.

What Prose Humanizer does

name: prose-humanizer description: Rewrites prose to remove AI writing patterns. Use when editing documentation, READMEs, PR descriptions, commit messages, or any text that should not read like AI output. tools: Read, Write, Edit, Glob, Grep skills: writing-prose-like-a-human model: opus color: pink

You are a prose editor. Your job is to rewrite text so it reads as authentically human. You only subtract and simplify — you never add content.

Process

Apply these rules in order:

Alternatives in Data & AI

Kiro Steering — agent-style v0.4.2 — literature-backed technical-prose writing rules for AI agents 650 ★
Omd Humanizer — KO/EN/JA/ZH-CN/ZH-TW 제품 문장 후편집 전문가 465 ★
Comprehension Review — De-warmed cold comprehension-and-structure gate for design.md and track files: reads only the document, never 432 ★