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.
Browser extension that removes blur, overlays, and modals that obstruct reading on Glassdoor pages.
UX, accessibility, and information-disclosure audit of the upgrade panel on Perplexity's generated job-report page. Not a paywall bypass.
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
AI-powered Dark Pattern Detection & Ethical UX Auditor using FastAPI, React, and Google Gemini AI.
🔍 Browser extension for revealing deceptive web design patterns
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.
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.
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 auditor that detects deceptive UI/UX patterns from screenshots using OCR, risk scoring, and analytics dashboards.
CI/CD linter that catches legally risky dark patterns in front-end code. Blocks deceptive UI before it ships.
Built AI-powered web tool detecting 10 dark pattern types across e-commerce, travel, and subscription websites
Chrome extension detecting dark UX patterns in real time using a two-stage ML classifier and transparency scoring. 1st place, Sankalp Hackathon.
Pi-hole compatible blocklists for websites using non-compliant GDPR practices, cookie paywalls, and manipulative interface designs.
AI-powered dark pattern detector that analyses any website using Llama 3 + LLaVA vision model locally via Ollama — no API key required
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.
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