De-AI-ify
Remove AI-generated jargon and restore human voice to text
ItsFlow
@itsflow
What This Skill Does
Scans text files for AI-generated patterns—overused transitions, clichés, hedging language, corporate buzzwords, and robotic structures—then rewrites them into natural human voice. Outputs a revised file and a change log.
Replaces manual editing passes to strip AI-sounding phrasing by automatically detecting and rewriting common GPT-era tics.
When to Use It
- Clean up AI-generated drafts before publishing blog posts or articles
- Remove corporate buzzwords and hedging from internal memos or reports
- Revise marketing copy that sounds robotic or formulaic
- Edit academic or technical writing to sound more conversational
- Prepare client-facing documents that need a natural, human tone
Install
$ openclaw skills install @itsflow/de-ai-ifyDe-AI-ify Text
Remove AI-generated patterns and restore natural human voice to your writing.
Usage
/de-ai-ify <file_path>
What Gets Removed
1. Overused Transitions
- "Moreover," "Furthermore," "Additionally," "Nevertheless"
- Excessive "However" usage
- "While X, Y" openings
2. AI Cliches
- "In today's fast-paced world"
- "Let's dive deep"
- "Unlock your potential"
- "Harness the power of"
3. Hedging Language
- "It's important to note"
- "It's worth mentioning"
- Vague quantifiers: "various," "numerous," "myriad"
4. Corporate Buzzwords
- "utilize" → "use"
- "facilitate" → "help"
- "optimize" → "improve"
- "leverage" → "use"
5. Robotic Patterns
- Rhetorical questions followed by immediate answers
- Obsessive parallel structures
- Always using exactly three examples
- Announcement of emphasis
What Gets Added
Natural Voice
- Varied sentence lengths
- Conversational tone
- Direct statements
- Specific examples
Human Rhythm
- Natural transitions
- Confident assertions
- Personal perspective
- Authentic phrasing
Process
- Read original file
- Create copy with "-HUMAN" suffix
- Apply de-AI-ification
- Provide change log
Output
You'll get:
- A new file with natural human voice
- Change log showing what was fixed
- List of places needing specific examples
Example Transformations
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 to unlock unprecedented opportunities."
After (Human): "AI works best when you use it for specific tasks. Focus on what it does well: writing code, analyzing data, and answering questions."
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