Detect AI-Generated Content

Analyzes text to identify patterns and characteristics commonly found in AI-generated content, providing a confidence score and highlighting suspicious sections.

תחום: תוכן

מתי להשתמש

Invoke when you need to verify the originality of written content, especially for submissions, publications, or critical communications where AI authorship is a concern.

תגיות: ai-detection, content-verification, plagiarism-check, ai-content, originality

SKILL.md

--- name: Detect AI-Generated Content description: Analyzes text to identify patterns and characteristics commonly found in AI-generated content, providing a confidence score and highlighting suspicious sections. --- ## Overview This skill helps users identify potentially AI-generated content in various texts. It leverages advanced linguistic analysis to detect common stylistic, grammatical, and structural signs of AI authorship, providing a confidence score and pinpointing specific areas that might be AI-generated. This is crucial for maintaining content integrity and authenticity in an era where AI-generated text is becoming increasingly sophisticated. ## When to use This skill should be used when you need to verify the originality of written content. This is particularly useful for assessing content submissions, academic papers, news articles, marketing copy, or any other text where human authorship is expected or legally required. It helps prevent the unwitting spread of AI-generated misinformation or unoriginal content. ## How it works 1. The user provides a text passage for analysis. 2. The skill processes the text using a combination of natural language processing (NLP) models trained on diverse datasets of both human and AI-generated content. 3. It identifies key indicators of AI authorship, such as repetitive phrasing, unusual sentence structures, lack of nuanced human emotion, and statistical anomalies in word choice. 4. A confidence score (e.g., 0-100%) is generated, indicating the likelihood that the text was AI-generated. 5. The skill then highlights specific sentences or paragraphs that exhibit high probabilities of being AI-generated, explaining the reasoning behind the flagging. 6. The analysis is presented to the user, allowing them to make informed decisions about the content's authenticity. ## Example usage ```text User: I need to check if this article from a new contributor is AI-generated. Can you analyze it? Skill: Please provide the full text of the article. User: "The advancement of artificial intelligence has revolutionized numerous industries, leading to unprecedented efficiency and innovation. From automating mundane tasks to powering complex algorithms, AI's impact is undeniable. Experts predict a future where human-AI collaboration will be seamless, ushering in a new era of productivity and societal progress. However, ethical considerations and job displacement remain pertinent challenges that require careful navigation as we embrace this technological paradigm shift." Skill: Analysis complete. Confidence Score: 85% AI-generated. Highlighted sections: - "The advancement of artificial intelligence has revolutionized numerous industries, leading to unprecedented efficiency and innovation." (Typical introductory phrasing, common in AI summaries.) - "Experts predict a future where human-AI collaboration will be seamless, ushering in a new era of productivity and societal progress." (Generic predictions, lacks specific details or unique insights.) - "However, ethical considerations and job displacement remain pertinent challenges that require careful navigation as we embrace this technological paradigm shift." (Standard concluding remarks, often used as a template.) Reasoning: The text exhibits a high degree of common phrasing, lacks unique human-like errors or stylistic quirks, and uses general statements often found in AI-generated overviews of complex topics. The sentence structure is consistently predictable. ``` ## References - [74% of Workers Say They Can Spot AI Content (48% Are Wrong)](https://www.resume-now.com/job-resources/careers/ai-confidence-vs-reality) - [Gemini Deep Research Agent - Google AI for Developers](https://ai.google.dev/gemini-api/docs/deep-research?hl=he)