content-humanize

Official

Diagnose AI text and rewrite it human.

AuthorMuvon
Version1.0.0
Installs0

System Documentation

What problem does it solve?

It helps you detect why your writing reads like AI and then rewrites it into genuinely human-sounding content while preserving your facts, citations, and data.

Core Features & Use Cases

  • 8-Dimension Humanization Diagnostic: Scores a draft across perplexity, burstiness, vocabulary hygiene, contraction density, grammatical humanity, voice & personality, structural unpredictability, and transition quality.
  • Risk-Level Assessment: Produces a clear Pass / Borderline / Flagged / Critical result based on a total score out of 80.
  • 7-Pass Rewrite Technique: Transforms your draft step-by-step (vocabulary, contractions, rhythm, transitions, grammar, voice injection, and structure) without changing meaning.
  • Use Cases: Improving blog posts, articles, and long-form drafts that get flagged as AI-generated; refining internal narratives and thought-leadership pieces for natural readability.

Quick Start

Run content-humanize on your draft and request a full diagnostic report plus a 7-pass rewrite that preserves every fact and data point.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: content-humanize
Download link: https://github.com/Muvon/octomind-tap/archive/main.zip#content-humanize

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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