remove-ai-style

zc277584121/marketing-skills

Remove AI-generated writing patterns to make text sound more natural and human-like in Chinese or English.

What is remove-ai-style?

This skill reviews and adjusts writing style to reduce obvious AI-generated patterns, making text read more naturally. It supports both Chinese and English articles with three intensity levels (moderate, heavy, or full rewrite), defaulting to heavy if unspecified.

Detects and removes AI-style patterns like robotic transitions and formulaic structures
Supports three intensity levels: moderate (light touch), heavy (active rewriting), and full (complete rewrite from scratch)
Handles both Chinese and English articles with language-specific reference guidelines
Runs quick-scan scripts to identify symbol-level issues as a starting point
Preserves original meaning and core message while improving naturalness

How to install remove-ai-style

npx skills add https://github.com/zc277584121/marketing-skills --skill remove-ai-style

Claude Code

Cursor

Windsurf

Cline

How to use remove-ai-style

1.Identify the language of your article (Chinese or English)
2.Specify the desired intensity level (moderate, heavy, or full); if not specified, heavy is used by default
3.Provide the article text to be reviewed
4.The skill will load the appropriate reference document and run quick-scan scripts to locate initial problem areas
5.Review the full article against style guidelines to catch patterns scripts cannot detect
6.Apply fixes according to your chosen intensity level
7.Review the adjusted text to ensure original meaning and tone are preserved

Use cases

Good for

Polish AI-generated blog posts or articles to read as if written by a human
Reduce robotic phrasing in marketing copy or product descriptions
Rewrite formulaic paragraphs in technical documentation to sound more conversational
Fix obvious AI patterns in Chinese articles including quote style issues
Transform draft content into natural-sounding final text at full intensity

Who it's for

Content writers and editors working with AI-generated text
Marketing professionals polishing automated content
Technical writers improving readability of generated documentation
Anyone publishing AI-assisted writing that needs a human touch

remove-ai-style FAQ

What's the difference between the three intensity levels?

Moderate only fixes obvious AI patterns while preserving structure. Heavy actively rewrites awkward sentences and restructures formulaic paragraphs. Full treats the entire text as a draft and rewrites it from scratch in natural human voice while keeping the original meaning.

What happens if I don't specify an intensity level?

The skill defaults to 'heavy' intensity, which actively removes AI-ish sentences and restructures formulaic content.

Does it work for both Chinese and English?

Yes, it supports both languages with language-specific reference guidelines and handles Chinese-specific issues like double quote styles.

Will the original meaning be preserved?

Yes, even at 'full' intensity, the core message and key information remain intact while the writing style becomes more natural.

What does the quick-scan script do?

It runs symbol-level checks to quickly identify problem spots like quote style issues, giving you a fast overview before detailed review.

Full instructions (SKILL.md)

Source of truth, from zc277584121/marketing-skills.

name: remove-ai-style description: Review and adjust writing style to reduce AI-generated patterns, making text read more naturally and human-like. Supports Chinese and English.

Remove AI Style

Review and adjust the writing style of an article to reduce obvious AI-generated patterns, making the text read more naturally and human-like.

When to Use

Use this skill when the user asks to:

Remove AI style from an article
Make AI-generated text sound more natural
Polish writing to reduce robotic or formulaic patterns

Intensity Levels

The user can specify how aggressively to remove AI patterns. If they don't specify, default to "heavy".

Level	Description
Moderate (中等)	Only fix the most obvious AI patterns. Preserve most of the original structure and phrasing. Light touch.
Heavy (尽力去除)	Actively rewrite AI-ish sentences, restructure overly formulaic paragraphs, and replace robotic transitions. This is the default.
Full (完全彻底)	Treat the entire text as a draft and rewrite it from scratch in a natural human voice, while preserving the original meaning and key information. The output should read as if a human wrote it from the start.

Instructions

Determine the language of the article (Chinese or English).
Determine the intensity level — check if the user specified moderate / heavy / full. Default to heavy.
Load the corresponding reference document:
- Chinese articles: references/chinese.md
- English articles: references/english.md
Run the quick-scan scripts provided in the reference document (if any) to locate symbol-level issues first. This gives you a fast overview of problem spots without reading line by line.
- For Chinese articles, scan and handle ASCII double quotes (") and Chinese double quotes (“”) with equal priority. Do not only fix ASCII quotes.
Review the article against the style guidelines in the reference document. The script results are just a starting point — you still need to read through the full text for patterns that scripts can't detect (e.g., overuse of metaphors, formulaic structure, robotic transitions).
Apply fixes according to the intensity level:
- Moderate: only fix what the scripts flagged + the most glaring patterns.
- Heavy: fix everything the guidelines call out, rewrite awkward sentences.
- Full: rewrite the text from scratch preserving meaning.
Preserve the original meaning and tone — even at "full" intensity, the core message should remain intact.