Automated summary
Review and adjust writing style to reduce obvious AI-generated patterns, making text read more naturally and human-like.
Strengths
- Fast detection of AI patterns via pre-scan scripts
- Supports both Chinese and English
- Adjustable intensity levels for fine-grained control
- Preserves original meaning even at full rewrite
Limitations
- Requires reference documents to be present in the project
- May miss subtle AI patterns not covered by scripts
- Effectiveness depends on quality of pre-scan scripts
When you have AI-generated text that feels robotic and you want to make it sound more natural and human.
When the AI style is intentional or when you need to preserve specific formatting not covered by guidelines.
Security analysis
SafeThe skill only provides text rewriting instructions and has no tool interactions, code execution, network access, or risky operations. It is purely editorial guidance.
No concerns found
How this analysis is madeExamples
Remove AI style from this article with heavy intensity: [paste text]请用中等强度去除这篇文章的AI风格： [paste Chinese text]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
- 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.
- 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.
From the file to a first result
The download contains exactly the content displayed on this page. This copy may differ from the latest version in the source repository.
View the source and supporting filesThis download contains SKILL.md only. Any scripts, references, templates and dependencies are not included. Get the required files from the source, preserving their directory structure, before continuing.
1. Download the file
Download SKILL.mdFrom the root of a test project, save the file as .skill-downloads/remove-ai-style-mmk3niag/SKILL.md, or use the command below. This folder is for inspecting the skill before installation.
Command for macOS/Linux or WSL: requires a POSIX shell and curl. On Windows without WSL, use the download button and create the folder manually.
mkdir -p '.skill-downloads/remove-ai-style-mmk3niag' && curl --fail --show-error --location 'https://skills-guides.com/api/skills/remove-ai-style-mmk3niag/download' --output '.skill-downloads/remove-ai-style-mmk3niag/SKILL.md.part' && mv '.skill-downloads/remove-ai-style-mmk3niag/SKILL.md.part' '.skill-downloads/remove-ai-style-mmk3niag/SKILL.md'2. Check prerequisites
Read SKILL.md before using it. If it references scripts or external services, inspect them and prepare the required access in your test environment.
No recognized prerequisites section in this file. This does not mean it is self-contained: libraries, tools and access requirements may be mentioned elsewhere in the content or source repository.
The platforms on this page are catalog indications. The paths below follow tool documentation; they do not prove this skill has been run in those tools. No minimum tool version is confirmed for this listing.
3. Load the skill
After inspection, copy the complete folder into your project using one of the commands below, then open a new tool session. The command stops if a folder with the same name already exists: compare the files before replacing it.
Claude Code
test -f '.skill-downloads/remove-ai-style-mmk3niag/SKILL.md' && test -s '.skill-downloads/remove-ai-style-mmk3niag/SKILL.md' && mkdir -p '.claude/skills' && test ! -e '.claude/skills/remove-ai-style' && cp -R '.skill-downloads/remove-ai-style-mmk3niag' '.claude/skills/remove-ai-style'OpenSkills
OpenSkills must already be installed. The local install/read procedure is checked with OpenSkills 1.5.0, which requires Node.js ≥ 20.6.0. Catalog slugs are not resolved automatically.
Official OpenSkills installationopenskills install './.skill-downloads/remove-ai-style-mmk3niag'openskills read 'remove-ai-style-mmk3niag'Reading should display the installed file content and its base directory. It does not run the skill or install its dependencies.
For an agent that reads AGENTS.md, then sync the index. This command changes AGENTS.md: review the diff before using it.
openskills syncManual method or another tool: attach SKILL.md to a conversation, or open it in an agent that can read files. Include any required supporting resources. No universal folder is recognized by every tool.
4. Try a first task
Use a short, synthetic input: an API endpoint, a small document or an interface brief. In a new conversation, attach the file or give the agent its path, then adapt this request:
Read .skill-downloads/remove-ai-style-mmk3niag/SKILL.md and apply its instructions to this example: [describe a test input]. Identify any missing files, dependencies or access. Produce the result requested by the skill without inventing data or running unreviewed scripts.Expected result: output matching the skill instructions, or a precise list of missing prerequisites. A read confirmation alone does not validate a first use. If an external resource is unavailable, that path remains untested.
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