Lieflat Less AI Tone

#Remove AI Flavor #AI Writing #Skill #Prompt Engineering #Text Polishing #Linguistics #Writing Tools This is a "Remove AI Flavor" Skill created based on **large-scale Chinese corpus statistics** by **moxt.ai**. In addition to organizing prompts for "avoiding certain words," it also attempts to answer a very practical question from the perspective of **linguistics and statistical analysis**: Why does an article read with a distinct "AI flavor"? And how can these features be reduced? The project has built a reference corpus consisting of **629 articles, 2,826,972 Chinese characters**, divided into **95,551 sentences and 45,721 paragraphs**. Among them, 300 articles were generated by 5 mainstream AI models under controlled conditions, while 329 articles were authored by humans, seeking to identify the language features that are more likely to appear in AI writing through statistical differences between the two groups of texts. ## Software Features **Quantitative Analysis of "AI Flavor":** Utilizing a reference corpus composed of generated texts and human texts, **analyze the characteristics of AI writing style through actual frequency analysis** to quantify whether an article "resembles AI". **2.83 Million Character Corpus Study:** The total research sample reaches **2,826,972 Chinese characters**, including 95,551 sentences and 45,721 paragraphs, providing a corpus basis for comparing different writing features. **AI vs. Human Article Comparison:** The corpus includes 300 articles generated by mainstream models and 329 articles by human authors, comparing controlled generation with human writing to find differences in language habits between the two. **26 Candidate Features:** Focusing on writing habits often considered to have "AI flavor" in public discussions, the study selected **26 candidate language features** for examination without directly treating all widely circulated judgment standards online as conclusions. **Calculating Frequency Differences:** Statistically count the occurrences of candidate features on the AI generation side and the human writing side, and calculate the **frequency ratio between the generation side and the human side** to determine which phenomena are indeed more likely to appear in AI texts. **Assisting in Removing AI Writing Style:** The ultimate goal is to use the language features obtained from statistical research in actual writing, allowing the Skill to make targeted adjustments in expression when processing AI drafts, **reducing the "AI flavor" brought by mechanical, templated, and repetitive patterns**. **Suitable for Content Polishing:** Can be used for rewriting AI articles, public account content, blogs, copywriting, and other post-processing of long Chinese texts. "Remove AI Flavor" is mainly used to **improve text expression and writing style**, differing from evading AI detection.