de-ai-ify

Rewrite AI-generated text to sound natural by removing filler phrases and formulaic structures.

49|12|Updated Jan 8, 2026
One-click install
npx skills add https://github.com/DavidROliverBA/ArchitectKB --skill de-ai-ify-davidroliverba
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: de-ai-ify
Source: https://github.com/DavidROliverBA/ArchitectKB/tree/main/.claude/skills/de-ai-ify
Command: npx skills add https://github.com/DavidROliverBA/ArchitectKB --skill de-ai-ify-davidroliverba

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill tackles the issue of AI-generated text sounding unnatural, robotic, or overly formulaic, making it difficult to connect with human readers.

Core Features & Use Cases

  • AI Pattern Detection: Identifies and flags common AI writing tics like filler phrases, excessive hedging, and formulaic structures.
  • Natural Language Rewriting: Rephrases AI-generated content to sound more direct, concise, and human-written while preserving the original meaning.
  • Use Case: You've used an AI to draft a project proposal. Use this Skill to refine the language, remove jargon, and ensure it reads like a human expert wrote it, improving clarity and impact.

Quick Start

Rewrite the content of the note located at '/path/to/your/note.md' to sound more natural.

Frequently Asked Questions about de-ai-ify

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I make AI-generated text sound more natural and human-written?

To make AI-generated text sound more natural, you need to rewrite it by identifying and removing linguistic markers like filler phrases, hedging, and formulaic structures. This process refines the content to sound direct and human-written while preserving its original meaning.

What are common AI writing patterns that make content sound robotic?

Common AI writing patterns that make content sound robotic include excessive hedging, repetitive filler phrases, and formulaic structural tics. Detecting and flagging these specific linguistic markers allows you to rephrase the text for improved clarity and a more natural tone.

How do I humanize an AI-drafted project proposal?

To humanize an AI-drafted project proposal, apply natural language rewriting to refine the language and remove robotic jargon. This ensures the final document reads like a human expert wrote it, improving overall clarity and impact while retaining the original message.

Can I refine AI content without losing the original meaning?

Yes, you can refine AI content without losing the original meaning by targeting specific linguistic markers for removal. The rewriting process focuses on phrasing adjustments to ensure the text sounds direct and concise while strictly preserving the initial intent.

Does content refinement work for all types of editing workflows?

Content refinement works for editing workflows where natural language is critical, such as refining project proposals or drafted notes. It requires analyzing the text for specific structural patterns and AI tics to successfully rephrase the content into natural language.