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.
A framing proposal and movement site on engagement feeds and minors: regulate the loop, re-attach consent, de-amplify don't censor. The named standard is brake integrity.
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
🔍 Browser extension for revealing deceptive web design patterns
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.
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.
AI-powered Dark Pattern Detection & Ethical UX Auditor using FastAPI, React, and Google Gemini AI.
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.
Built AI-powered web tool detecting 10 dark pattern types across e-commerce, travel, and subscription websites
An NLP-based tool that detects and classifies dark patterns in UI text using classical machine learning, LSTM, and DistilBERT models, aligned with India’s CCPA guidelines.
Make AI agents design like product psychologists — 21 evidence-based UX principles (persuasion, interaction laws, Nielsen's heuristics) with honest-persuasion guardrails. Installable Agent Skill for Claude Code, Cursor, Codex & more.
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.
UX, accessibility, and information-disclosure audit of the upgrade panel on Perplexity's generated job-report page. Not a paywall bypass.
CI/CD linter that catches legally risky dark patterns in front-end code. Blocks deceptive UI before it ships.
Explainable, rule-based linter for dark patterns & unfair UX — HTML, JSX/TSX, live DOM; CLI, CI (SARIF), browser & VS Code. Local, no AI.
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.
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