A sophisticated skill for transforming rigid, robotic AI-generated content into authentic, conversational, and human-sounding prose.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install humanize-zh
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 humanize-zh 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 (Humanize AI Text)?
De-AI-ify is a specialized framework designed to strip away the predictable, mechanical signatures of Large Language Models. It focuses on injecting personality, emotional nuance, and structural variety into content that would otherwise feel too polished or artificial. By applying these Openclaw Skills, developers and content creators can ensure their output resonates with human readers through the use of colloquialisms, personal anecdotes, and natural speech patterns.
De-AI-ify (Humanize AI Text) Use Cases
- Humanizing AI-generated blog posts and marketing copy to improve audience engagement.
- Refining technical product reviews to sound more like authentic user experiences.
- Converting structured AI outlines into conversational video scripts or social media threads.
- Adjusting automated customer communication to feel more personal and less like a chatbot.
How De-AI-ify (Humanize AI Text) Works
- Analyze the input text to identify rigid AI patterns such as Firstly, Secondly, and In conclusion.
- Break the perfect logical structure by reordering points and using conversational transitions like By the way or To be honest.
- Replace abstract generalizations with concrete, specific examples and personal narratives.
- Inject imperfect elements including colloquial filler words, subjective judgments, and rhetorical questions.
- Vary sentence lengths and implement active voice to create a rhythmic, human flow.
- Run the self-check list to ensure the text sounds like a real conversation rather than a textbook.
De-AI-ify (Humanize AI Text) Setup
To get started with De-AI-ify and enhance your Openclaw Skills, follow these steps:
# Install the skill via the Openclaw CLI
openclaw install de-ai-ify
# Apply the transformation to a specific text file
openclaw run de-ai-ify --input path/to/robotic_text.txt --output path/to/human_text.txt
Ensure your agent has the latest version (1.0.0) to access the updated humanization mapping tables.
De-AI-ify (Humanize AI Text) Data Schema & Taxonomy
The skill organizes its transformation logic using a mapping of robotic vs. human patterns across three main sections:
| Section | AI Pattern | Human Pattern |
|---|---|---|
| Openings | In today's society... | I recently found something interesting... |
| Transitions | Furthermore / Moreover | Also / By the way |
| Closings | In summary / Thank you | Catch you later / Let's talk in the comments |
Internal metadata tracks the transformation log, including which specific Openclaw Skills were triggered (e.g., colloquialism injection, sentence rhythm randomization).
De-AI-ify (Humanize AI Text) Advanced Features
- Context-aware tone switching for different genres like product reviews or gaming critiques.
- Catchphrase customization to mimic a specific author's unique voice.
- Rhythm-breaking algorithms that intentionally vary sentence length to defeat AI detection tools.
- Subjective emotional mapping to automatically inject relevant sentiment based on the topic.
SKILL.md
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