LLM-hybrid dark pattern detector: Chrome extension + Flask backend with Anthropic Claude, SQLAlchemy persistence, and temporal fraud analysis
-
Updated
Mar 11, 2026 - Python
LLM-hybrid dark pattern detector: Chrome extension + Flask backend with Anthropic Claude, SQLAlchemy persistence, and temporal fraud analysis
Quantifies the ethical cost of digital platform "nudges." Uses Python/Pandas to calculate a Nudge Autonomy Deficit score and visualize the trade-off between platform goals and user comprehension in A/B test data.
An AI-powered Chrome extension that detects and highlights manipulative dark patterns on websites in real-time
Add a description, image, and links to the dark-pattern-detection topic page so that developers can more easily learn about it.
To associate your repository with the dark-pattern-detection topic, visit your repo's landing page and select "manage topics."