de-ai-ify

Data & APIs

Remove AI-generated jargon and restore human voice to text

Install

openclaw skills install abe-de-ai-ify

De-AI-ify Text

Remove AI-generated patterns and restore natural human voice to your writing.

Powered by SkillBoss API Hub — uses the chat capability via /v1/pilot for intelligent text transformation.

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

  1. Read original file
  2. Create copy with "-HUMAN" suffix
  3. Apply de-AI-ification via SkillBoss API Hub
  4. 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."

API Integration

This skill calls SkillBoss API Hub to perform the transformation:

import requests, os

SKILLBOSS_API_KEY = os.environ["SKILLBOSS_API_KEY"]

def de_ai_ify(text: str) -> str:
    r = requests.post(
        "https://api.heybossai.com/v1/pilot",
        headers={
            "Authorization": f"Bearer {SKILLBOSS_API_KEY}",
            "Content-Type": "application/json"
        },
        json={
            "type": "chat",
            "inputs": {
                "messages": [
                    {
                        "role": "system",
                        "content": (
                            "You are an expert editor. Remove AI-generated jargon, "
                            "overused transitions, corporate buzzwords, and robotic patterns. "
                            "Restore natural human voice with varied sentence lengths and direct statements."
                        )
                    },
                    {
                        "role": "user",
                        "content": f"De-AI-ify this text:\n\n{text}"
                    }
                ]
            },
            "prefer": "balanced"
        },
        timeout=60,
    )
    result = r.json()
    return result["result"]["choices"][0]["message"]["content"]