remove-ai-style
Review and adjust writing style to reduce AI-generated patterns, making text read more naturally and human-like. Supports Chinese and English.
How do I install this agent skill?
npx skills add https://github.com/zc277584121/marketing-skills --skill remove-ai-styleIs this agent skill safe to install?
- Gen Agent Trust Hubpass
The skill is safe. It identifies and corrects common AI-generated writing styles using standard linguistic guidelines and text-search tools (grep). Its behavior is consistent with its stated purpose of improving article quality and tone.
- Socketpass
No alerts
- Snykpass
Risk: LOW · No issues
- Runlayerpass
2 files scanned · No issues
- ZeroLeakspass
Score: 93/100 · 2 sections analyzed
What does this agent skill do?
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
- Chinese articles:
- 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.
- For Chinese articles, scan and handle ASCII double 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.
How can the creator link this skill?
Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.
<a href="https://skillzs.dev/skills/zc277584121/marketing-skills/remove-ai-style">View remove-ai-style on skillZs</a>