de-ai-polish

Detect and remove AI-generated phrasing patterns from written text.

557|80|Updated Jan 7, 2026
One-click install
npx skills add https://github.com/cat-xierluo/legal-skills --skill de-ai-polish
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: de-ai-polish
Source: https://github.com/cat-xierluo/legal-skills/tree/main/skills/de-ai-polish
Command: npx skills add https://github.com/cat-xierluo/legal-skills --skill de-ai-polish

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps writers eliminate repetitive, unnatural phrasing and stylistic tics commonly found in AI-generated text, making their writing sound more human and authentic.

Core Features & Use Cases

  • AI-Generated Text Detection: Identifies over a dozen categories of AI-like phrasing, from overly formal transitions to repetitive sentence structures.
  • Contextual Rewriting: Offers suggestions for rephrasing sentences to sound more natural and less formulaic.
  • Personal Style Injection: Optionally infuses a more human, conversational, or personal tone into the text.
  • Use Case: A legal professional uses this Skill to polish a draft of a client memo, ensuring it sounds like it was written by an experienced human, not a machine.

Quick Start

Use the de-ai-polish skill to fix the attached article 'draft_memo.md'.

Frequently Asked Questions about de-ai-polish

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

FAQPage Schema
How do I remove AI phrasing patterns from my written text?

To remove AI phrasing patterns from written text, you analyze content for over 15 categories of AI-like expressions like formulaic transitions and overly absolute statements, then apply contextual rewriting suggestions to improve naturalness and authenticity.

What are common AI-generated writing patterns I should look for?

Common AI-generated writing patterns include formulaic transitions, repetitive sentence structures, and overly absolute statements. Detecting these stylistic tics helps eliminate unnatural phrasing and makes written drafts sound more human and authentic.

How do I make my AI draft sound more human and natural?

To make an AI draft sound more human and natural, you can detect repetitive stylistic tics and apply contextual rewriting suggestions. Optional personal style injection infuses a conversational tone to achieve a human-like voice.

Can I inject a personal writing style into AI-generated text?

Yes, you can inject a personal writing style into AI-generated text. The process detects unnatural phrasing and optionally infuses a human, conversational, or personal tone into the rewritten content to achieve a human-like tone.

Does this text polish approach work for professional documents like memos?

Yes, this text polish approach works for professional documents like memos. It refines drafts by identifying repetitive structures and overly formal transitions, ensuring legal or professional content sounds written by an experienced human.

What is the best way to edit AI-generated text for authenticity?

The best way to edit AI-generated text for authenticity is analyzing it for over a dozen categories of AI-like phrasing and applying contextual rewriting suggestions. This refines the writing style and removes the machine's voice.