AI-Generated Text Identification Feature Library
A systematic analysis of core differences between AI-generated and human-written text across linguistic, structural, emotional, and personal dimensions, providing actionable detection framework and metrics
Prompt Content
Copy and paste directly into your model or internal evaluation tool.
Analyze whether the given text is AI-generated based on the following feature library. Focus on: 1) frequent use of fixed patterns like 'A is not X but Y' or 'X and Y'; 2) over-reliance on dashes, colons, and quotation marks; 3) excessive use of explicit connectors like 'secondly', 'therefore'; 4) presence of translationese or overly academic tone; 5) flat emotional expression and lack of personalization; 6) mechanical 'general-specific-general' structure; 7) absence of viewpoint sources and expressions of uncertainty. Make a comprehensive judgment using high, medium, and low-weight indicators, and suggest reverse de-AI testing.
Use Cases
Reference Output
The text frequently uses the 'true X lies not in... but in...' structure, with dash usage density reaching 3.2 per 100 words, and shows no emotional fluctuation or personal expression throughout. These align with high-weight indicators of AI generation. Initial assessment suggests high likelihood of AI origin. Recommend conducting reverse de-AI testing for further validation.
Scoring Rubric
Scoring dimensions include: Sentence pattern rigidity (0-3 pts), Punctuation anomaly frequency (0-2 pts), Connector overuse (0-3 pts), Emotional flatness (0-2 pts), Structural predictability (0-3 pts), Lack of personalization (0-2 pts). Total score ≥8 indicates high probability of AI generation, 5-7 suggests suspicion, ≤4 indicates likely human authorship.
Try & save
Fill variables and copy, or save as a personal template.
This template has no variables and is ready to copy.
User Rating
0 ratingsYour rating
Log in to rate
Comments
0Log in to comment
Related Prompts
Editing and Improving Texts
Act as a professional language editor to correct grammar, spelling, and style; improve clarity, fluency, and natural expression; and adapt tone to the audience and context while preserving the original meaning.
Dreamy Slow Shutter Fashion Portrait
Prompt from prompts.chat: Dreamy Slow Shutter Fashion Portrait
Shell Scripting taste
Prompt from prompts.chat: Shell Scripting taste