Foreword¶

Most people writing papers have encountered this situation: the first draft is generated or polished by a model. The sentences are neat, and the logic is clear, but there is an obvious “AI tone” when read—the sentence structures are uniform, transition words are piled on one after another, and the ending of every paragraph feels like it was written by the same person. Supervisors can spot this at a glance; beyond plagiarism checks, there is now a layer of suspicion regarding “whether it was written by a machine.”

Manual editing can remove the tone, but it often risks losing arguments or causing the word count to bloat. The 论文降AI味 (De-AI-ify Paper) Skill addresses exactly this: reducing the AI flavor and correcting academic jargon while ensuring no argument is lost.

What is this¶

论文降AI味 is a general-purpose Skill designed for rewriting paper drafts. It is located at @user_140a98d6/lunwen-quaiwei, version 1.0.0, sourced from the community, categorized under content-creation, and published by user_140a98d6. It does not provide paper writing, plagiarism checking, or literature retrieval functions; it does only one thing: transform drafts that read like they were written by AI into text that reads more like it was written by a human.

Official URL: https://api.skillhub.cn/user_140a98d6/lunwen-quaiwei
SkillHub Page: https://www.skillhub.cn/skills/user_140a98d6/lunwen-quaiwei

Core Functions¶

Based on the official description, only three capabilities can be confirmed:

1. Reduce AI Flavor: Eliminates the tone and traces of model writing commonly found in generated text.
2. Correct Academic Tone: Adjusts unnatural academic expressions into normal academic language.
3. Preserve Arguments: Ensures no arguments are lost during the rewriting process; it does not change viewpoints or add/remove claims.

There are no other verified functional points. The official materials do not list specific rewriting rules, fields to preserve, or configurable options. The sections below regarding configuration will be explained truthfully.

Installation and Activation¶

This Skill is based on the general SKILL.md format and is marked as requires_api_key=false, meaning no API Key is required.

The official materials do not provide command-line installation commands, directory paths, or configuration file fields. To enable it locally, you need to visit the SkillHub page or API address mentioned above to obtain the corresponding SKILL.md and supporting files, and place them according to the Skill loading method of the tool you are using. Loading methods differ across tools (Cursor, Codex CLI, Claude Code), and official materials do not explain them separately. Therefore, this will not be expanded upon here to avoid writing content that cannot be verified.

Typical Usage¶

The official materials do not provide reproducible command-line examples. Based on the introduction, the expected input for this Skill is paper draft text, and the output is a rewritten draft with reduced AI traces, with arguments intact. In actual use, submit your draft as input and replace the original text with the rewritten result. The specific invocation form depends on the tool in which you load this Skill.

Use Cases and Caveats¶

Suitable for scenarios where: the draft is generated by a model or has undergone deep model polishing, resulting in overly uniform sentence structures that require reducing AI traces; meanwhile, the user does not wish to alter the argumentation itself.

Limitations to note:

1. Official materials do not specify whether it is equally effective for languages other than Chinese, nor do they provide quantifiable metrics for “AI reduction.” Do not treat “reads like a human wrote it after editing” as a guarantee.
2. It changes the tone, not the viewpoints. If there are gaps in the argumentation of your draft itself, this Skill will not fill them.
3. Rating and download data are for reference only: The official page marks a rating of 100,000, 2,093 downloads, and 0 installs. The rating is a platform display value and does not represent academic quality.

Conclusion¶

The value of 论文降AI味 is narrow yet clear: suppressing the AI tone without changing arguments, saving the time required for manual sentence-by-sentence rewriting. Official URL: https://api.skillhub.cn/user_140a98d6/lunwen-quaiwei. Before installation, please visit the SkillHub page to confirm available loading methods.