ai-style-remover

Detect AI-generated text markers and rewrite content into natural human style.

Updated Mar 4, 2026

Search Tags:#readability #ai #rewrite #style-transfer #text-editing #content-polish

Ready to run

npx skills add https://github.com/acefrost511/workmemory --skill ai-style-remover

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: ai-style-remover
Source: https://github.com/acefrost511/workmemory/tree/main/skills/ai-style-remover
Command: npx skills add https://github.com/acefrost511/workmemory --skill ai-style-remover

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

识别并祛除AI生成文本的机械化和模板化痕迹，将AI文章转换为自然流畅、具有人类风格的内容。支持自然流畅、口语化、专业化三种风格转换，适用于文章润色、内容优化、文案创作等场景。

Core Features & Use Cases

识别AI文本特征（模板化表达、结构僵化、过度正式、语气生硬）
根据目标风格重写文本（自然流畅/口语化/专业化）
保留原文核心信息和逻辑
提升文本的可读性和真实性
触发条件：用户提出"优化AI文章"、"祛除AI味"、"让文字更自然"、"减少AI痕迹"等需求

Quick Start

Use the ai-style-remover to rewrite the provided AI-generated text into the target style.

Frequently Asked Questions about ai-style-remover

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

FAQPage Schema

How do I remove AI-generated text markers from my article?▼

To remove AI-generated text markers, the Skill identifies mechanical expressions, structural rigidity, and unnatural tone, then rewrites the content to restore a natural human style while preserving the original core information and per-paragraph coherence.

What is the best way to make AI-written content read naturally for blogs and marketing?▼

Making AI-written content read naturally is achieved by transferring the text into a target style—natural, colloquial, or professional—tailoring the tone and structure to suit specific copywriting and content optimization tasks across various platforms.

Can I rewrite AI text into a professional style without losing the original logic?▼

Rewriting AI text into a professional style preserves the original logic and core information by focusing on style transfer and readability enhancement, detecting rigid AI features, and applying multi-style rewriting for per-paragraph coherence.

Does this text editing approach work for both reports and casual copywriting?▼

This text editing approach works for both reports and casual copywriting by supporting multi-style rewriting across natural, colloquial, and professional tones, ensuring content preservation and readability enhancement for diverse content optimization scenarios.

How does style transfer handle stiff and overly formal AI expressions?▼

Style transfer handles stiff and overly formal AI expressions by detecting these specific AI features and applying targeted text-editing techniques to convert the rigid phrasing into a fluent, authentic human style.