A web extension for identifying dark pattern on websites powered by Fine Tuned BERT Model for classificaiton on dark pattern custom dataset,
Umbrella for the LLM Dark Patterns Hooks suite — single-purpose Claude Code Stop hooks that suppress sycophancy, paternalism, false-success, permission-loops, training-cutoff confidence at the textual boundary.
AI-powered dark pattern detector that analyses any website using Llama 3 + LLaVA vision model locally via Ollama — no API key required
Reverse engineering a Facebook ad IQ scam from CSS blur tricks to backend architecture
LLM-hybrid dark pattern detector: Chrome extension + Flask backend with Anthropic Claude, SQLAlchemy persistence, and temporal fraud analysis
Pi-hole compatible blocklists for websites using non-compliant GDPR practices, cookie paywalls, and manipulative interface designs.
🔍 Browser extension for revealing deceptive web design patterns
Built AI-powered web tool detecting 10 dark pattern types across e-commerce, travel, and subscription websites
CI/CD linter that catches legally risky dark patterns in front-end code. Blocks deceptive UI before it ships.
A quantitative Python auditing tool that analyzes UI dark patterns and cognitive biases in digital interfaces using statistical models like Chi-Square and Association Rules.
Behavioral design consultancy as a Claude Code plugin. 9 agents, 3 departments, 252-color psychology MCP, 31K color library, 10 verticals. Nudge 360 orchestrates all agents into one boardroom-ready strategy with conflict resolution. Full AARRR stack.
AI-powered Dark Pattern Detection & Ethical UX Auditor using FastAPI, React, and Google Gemini AI.
Only 3 Left™ is an interactive web app that catalogs and explains deceptive UX patterns used in digital products, such as fake urgency, dark pricing tactics, and hidden subscriptions. It presents each pattern with examples and ethical alternatives in a structured, educational format for developers and designers.
Spot the tricks websites use to manipulate you. Dark pattern scorecard for Chrome.
wearehere is a browser extension that shows you who's watching you on every site you visit — and quietly cleans up after them. It lives in your toolbar. One click opens the popup for the page you're on. From there you can open the full dashboard.
UX audit skills for Claude Code and Cowork. Nielsen heuristics, Laws of UX, Dark Patterns. Compliance-aware (DSA, AI Act, GDPR).
Portable Toss UX writing and dark-pattern prevention skill for Codex, Claude Code, and OpenCode
Detects and highlights manipulative UI patterns in real time as you browse. Catches all 11 pattern types — sneaky sign-up checkboxes, cookie tricks, guilt-trip buttons, fake urgency, forced sign-ups, hidden catches, and more. Simple mode shows a plain-English health score with "What to do" tips. Expert mode gives the full technical detail.
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