om-scogo 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.