A specialized tool for stripping robotic jargon and overused patterns from text to restore an authentic human voice.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install de-ai-ify
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install de-ai-ify using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is De-AI-ify?
The De-AI-ify skill is designed to bridge the gap between AI-generated drafts and authentic human communication. By identifying and replacing stale transitions, corporate buzzwords, and hedging language, it ensures your content resonates with readers rather than sounding like a generic LLM output.
As part of the Openclaw Skills ecosystem, this tool helps developers and writers maintain a high standard of editorial quality. It focuses on injecting conversational tone and directness back into digital content, transforming robotic structures into engaging, rhythmic prose that feels personal and professional.
De-AI-ify Use Cases
- Cleaning up AI-generated blog posts or documentation to sound more authentic and less like a machine.
- Removing corporate buzzwords and hedging language from technical reports to increase clarity.
- Refactoring robotic parallel structures and overused transitions in marketing copy for better engagement.
- Transforming generic AI drafts into concise, direct, and human-sounding content quickly.
How De-AI-ify Works
- The agent reads the original text file provided in the command path.
- It creates a duplicate version of the file with a "-HUMAN" suffix to ensure original data is never lost.
- The system applies a multi-step de-AI-ification process targeting overused transitions, cliches, and hedging language.
- Robotic sentence patterns are refactored into natural, varied human rhythms.
- The skill generates a comprehensive change log and identifies specific areas where personal examples should be added manually.
De-AI-ify Setup
To use this tool within the Openclaw Skills framework, simply ensure your agent has access to the target file and run the following command:
/de-ai-ify <file_path>
De-AI-ify Data Schema & Taxonomy
The skill manages content through a non-destructive file-based workflow, organizing data as follows:
| Component | Type | Description |
|---|---|---|
| Source File | Input | The original document containing AI-generated text. |
| Humanized File | Output | A new file saved with a -HUMAN suffix containing the edited text. |
| Change Log | Metadata | A summary of specific jargon removed and patterns improved. |
| Action Suggestions | Metadata | A list of specific locations where human-authored examples are needed. |
De-AI-ify Advanced Features
- Automated jargon-to-simple-language mapping that converts terms like "leverage" and "utilize" into natural alternatives.
- Intelligent detection of overused AI cliches like "in today's fast-paced world" or "unlock your potential."
- Heuristic rhythm analysis to break up repetitive parallel structures common in large language models.
- Non-destructive processing that integrates seamlessly with existing Openclaw Skills for content automation.
- Targeted detection of hedging language to make assertions more confident and direct.
SKILL.md
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