OEE Content Humanizer

Rewrites AI-generated text to remove robotic tone, adding natural cadence and channel-specific style for platforms like Twitter, LinkedIn, blogs, email, or T...

🐾 Humanizer — AI Content De-Robotifier

by Odin's Eye Enterprises — Ancient Wisdom. Modern Intelligence.

Strip the AI out of AI-generated text. Makes content sound like a human wrote it.

What It Does

1. Detects AI tells (buzzwords, tone inflation, repetitive structure)
2. Rewrites with natural cadence, contractions, varied rhythm
3. Tunes output for specific platforms (Twitter, LinkedIn, Blog, Email, Telegram)

Trigger Phrases

• "humanize this text"
• "make this sound human"
• "de-robotify this"
• "rewrite this naturally"
• "strip the AI from this"

Usage

# Direct argument
python humanize.py "Your AI-sounding text here" --channel twitter

# Pipe from stdin
echo "In today's rapidly evolving landscape..." | python humanize.py --channel linkedin

# Detection only (no rewrite)
python humanize.py -d "Let's delve into this transformative tapestry"

# General rewrite (no specific channel)
python humanize.py "text here"

Channels

Channel	Style
twitter	Punchy, <280 chars, direct
linkedin	Professional but conversational
blog	Longer form, personal voice
email	Brief, clear, action-oriented
telegram	Casual, concise
general	Natural prose (default)

Requirements

• Python 3.10+ (stdlib only — no pip installs)
• ANTHROPIC_API_KEY environment variable
• Uses Claude Haiku for cost efficiency

For Agents

When asked to humanize text, run from the skill directory:

python humanize.py "TEXT" --channel CHANNEL

Stdout = clean rewritten text. Stderr = detection info.

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