ai-style-remover

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

Updated Mar 4, 2026
One-click install
npx skills add https://github.com/acefrost511/workmemory --skill ai-style-remover
Or copy as Structured Prompt for Agent
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.