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Install in OpenClaw
/install de-ai-ify
Description
Remove AI-generated jargon and restore human voice to text
README (SKILL.md)
De-AI-ify Text
Remove AI-generated patterns and restore natural human voice to your writing.
Usage
/de-ai-ify \x3Cfile_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."
Usage Guidance
This skill is internally consistent for editing files, but be cautious when using it: 1) Only pass file paths you intend to edit — do not point it at system files, private keys, or other secrets. 2) Because it writes a new file with a '-HUMAN' suffix, review the output and change log before publishing or replacing originals. 3) The skill author and source are unknown and there is no homepage; if provenance matters for your workflow, prefer skills from known authors or test on non-sensitive sample files first. 4) The skill does not transmit data externally or request credentials, so the main risk is accidental exposure from supplying sensitive file paths.
Capability Analysis
Type: OpenClaw Skill
Name: de-ai-ify
Version: 1.0.0
The skill bundle is benign. The `_meta.json` file contains standard metadata. The `SKILL.md` file clearly describes a text transformation task, involving reading an input file and writing a modified copy, which aligns with its stated purpose of 'de-AI-ifying' text. There are no instructions for data exfiltration, malicious execution, persistence, or prompt injection against the agent beyond the scope of its described text processing functionality. File access is necessary for its operation.
Capability Assessment
Purpose & Capability
Name and description (remove AI jargon and restore human voice) match the runtime instructions: the SKILL.md describes reading a source file, producing a '-HUMAN' copy, applying transformations, and producing a change log. Nothing requested (no env vars, no binaries) appears unnecessary for a file-editing text transformation.
Instruction Scope
The instructions explicitly tell the agent to 'Read original file' and create a copy with a '-HUMAN' suffix. That is expected for a file-editing skill, but it means the agent will read whatever file path the user supplies — including potentially sensitive system files if the user provides them. The instructions do not transmit data externally or request additional context beyond the file, and they do not instruct reading other environment variables or unrelated paths.
Install Mechanism
No install spec and no code files (instruction-only). This is the lowest-risk install model: nothing is downloaded or written by an installer.
Credentials
No environment variables, credentials, or config paths are requested. The lack of secret/credential access is proportionate to the described text-editing function.
Persistence & Privilege
The skill is not flagged as always: true and does not request persistent system changes. It will operate only when invoked. Note: the platform default allows autonomous invocation, but there are no other indicators (no persistent installs or credential writes) that increase privilege.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install de-ai-ify - After installation, invoke the skill by name or use
/de-ai-ify - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of "de-ai-ify": transform text to remove AI-generated patterns and restore a natural human voice.
- Identifies and removes common AI phrases, transitions, hedging language, and corporate buzzwords.
- Replaces robotic structures with varied sentence lengths, conversational tone, and authentic phrasing.
- Generates a new file with "-HUMAN" suffix, along with a change log and suggestions for specific examples.
- Simple command-line usage: `/de-ai-ify <file_path>`.
Metadata
Frequently Asked Questions
What is De-AI-ify?
Remove AI-generated jargon and restore human voice to text. It is an AI Agent Skill for Claude Code / OpenClaw, with 3714 downloads so far.
How do I install De-AI-ify?
Run "/install de-ai-ify" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is De-AI-ify free?
Yes, De-AI-ify is completely free (open-source). You can download, install and use it at no cost.
Which platforms does De-AI-ify support?
De-AI-ify is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created De-AI-ify?
It is built and maintained by ItsFlow (@itsflow); the current version is v1.0.0.
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