de-ai-ify

What This Skill Does

The de-ai-ify skill acts as a stylistic filter for your text, designed specifically to strip away the robotic, overly formal, and predictable patterns characteristic of modern LLM outputs. By scanning for common AI tropes, corporate jargon, and unnatural transition structures, this skill automatically refactors your content into a more grounded, direct, and authentic human voice. It does not just delete words; it reconstructs sentence rhythm to ensure your writing reads as if it were crafted by a professional human author rather than a predictive text model.

Installation

To integrate this skill into your OpenClaw environment, use the following terminal command: clawhub install openclaw/skills/skills/itsflow/de-ai-ify

Use Cases

• Professional Communications: Clean up internal reports or emails generated by AI to ensure they don't sound like generic corporate fluff.
• Content Creation: Transform SEO blog drafts or social media copy that feels repetitive or "bot-like" into engaging, readable prose.
• Academic/Technical Editing: Remove unnecessary "hedging" language that makes technical documents feel weak or overly cautious.
• Ghostwriting: Use this as an iterative layer to bring a personal, conversational tone to rough drafts generated by automated tools.

Example Prompts

1. "/de-ai-ify ./drafts/marketing_copy.txt - please focus on making the tone more authoritative and removing the "in today's world" opening."
2. "/de-ai-ify ./reports/quarterly_summary.md - rewrite this to be shorter and punchier; eliminate the corporate buzzwords."
3. "/de-ai-ify ./content/blog_post_v2.txt - strip out the AI cliches and ensure the sentence variety sounds more natural."

Tips & Limitations

• Context Preservation: While the skill is excellent at identifying fluff, ensure you review the final output to confirm that technical details remain accurate. Humanizing language can sometimes inadvertently soften the precision of complex data.
• Human-in-the-loop: The skill works best when it can identify repetitive structures. If your text is already quite human, the changes will be subtle. Always compare the -HUMAN file with the original to ensure the intent was preserved.
• Complexity: Extremely dense technical documentation may not benefit from the removal of specific transition words, so use this tool strategically on long-form prose rather than concise code documentation.