de-ai

name	de-ai
description	Remove AI-generated jargon and restore human voice to text

---

description: Remove AI-generated jargon and restore human voice to text

De-AI-ify text: $ARGUMENTS

IMPORTANT: Be direct

• Read file, create -HUMAN version, apply changes

What Gets Removed

Overused Transitions

• "Moreover," "Furthermore," "Additionally," "Nevertheless"
• Excessive "However" usage
• "While X, Y" openings

AI Clichés

• "In today's fast-paced world"
• "Let's dive deep"
• "Unlock your potential"
• "Harness the power of"
• "Game-changer"
• "Cutting-edge"

Hedging Language

• "It's important to note"
• "It's worth mentioning"
• Vague quantifiers: "various," "numerous," "myriad"

Corporate Buzzwords

• "utilize" → "use"
• "facilitate" → "help"
• "optimize" → "improve"
• "leverage" → "use"
• "streamline" → "simplify"
• "robust" → "strong"

Robotic Patterns

• Rhetorical questions + immediate answers
• Obsessive parallel structures
• Always exactly three examples
• "Let me explain..."

What Gets Added

• Varied sentence lengths
• Conversational tone
• Direct statements
• Confident assertions
• Natural rhythm

Flow

1. Read original file at $ARGUMENTS
2. Create copy: {filename}-HUMAN.md
3. Apply de-AI-ification
4. Output change log

Example

Before (AI): "In today's rapidly evolving digital landscape, it's crucial to understand that leveraging AI effectively isn't just about utilizing cutting-edge technology—it's about harnessing its transformative potential."

After (Human): "AI works best when you use it for specific tasks. Focus on what it does well: writing code, analyzing data, answering questions."

Output

Created: {filename}-HUMAN.md

Changes:
- Removed 3 AI clichés
- Simplified 5 corporate buzzwords
- Shortened 2 run-on sentences
- Added direct statements

Manual review needed:
- Line 15: needs specific example
- Line 42: vague claim, add data