ChakWrite

As long as there chakchak, we will help people!

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ChakWrite AI Assistant - Project Description

Inspiration

Our inspiration came from recognizing the daily struggles faced by neurodivergent individuals in digital communication. People with dyslexia struggle with complex sentences, ADHD individuals lose focus in lengthy paragraphs, and autistic users get confused by metaphorical language. The Google Chrome Built-in AI Challenge presented the perfect opportunity to create an AI-powered writing assistant that truly understands and supports neurodivergent minds, leveraging Chrome's local AI capabilities for privacy-first assistance.

What it does

ChakWrite AI Assistant is a Chrome extension that provides real-time, AI-powered writing support tailored to specific neurological differences. The extension features three specialized modes:

  • Dyslexia-Friendly Mode: Simplifies complex sentences, suggests easier vocabulary, and breaks down lengthy text
  • ADHD Focus Mode: Structures thoughts into bullet points, adds clear transitions, and highlights key information
  • Autism Clarity Mode: Converts metaphorical language into direct statements and ensures concrete communication

Users can select text on any webpage, and our floating overlay instantly appears with AI-powered suggestions. The extension processes everything locally using Chrome's Built-in AI APIs (Gemini Nano), ensuring complete privacy - no personal data ever leaves the user's device.

How we built it

We developed ChakWrite using Chrome's Built-in AI APIs, implementing multiple APIs including Prompt, Rewriter, Summarizer, Writer, and Proofreader for comprehensive text assistance.

Technical Stack:

  • Manifest V3 Chrome Extension with Service Worker
  • Minimalist UI with accessibility-focused design
  • Content Scripts for webpage text interaction
  • Floating Overlays for seamless user experience
  • Local Storage for user preferences
  • Responsive Design supporting both light and dark themes

The extension features a clean, minimal interface with carefully chosen colors that don't overwhelm users with sensory sensitivities.

Challenges we ran into

Chrome AI API Availability:

  • Encountered window.ai undefined errors across different regions
  • Chrome Built-in AI APIs have limited geographical availability
  • Required specific Chrome flags configuration to access APIs

Service Worker Architecture:

  • Hit importScripts failures with NetworkError status code 15
  • Struggled with file path resolution in Manifest V3 Service Workers
  • Had to restructure from complex folder hierarchy to simplified flat structure

Content Security Policy Violations:

  • Encountered CSP errors blocking inline JavaScript execution
  • Required complete refactoring from inline scripts to external modules
  • Faced browser caching issues that persisted old violations

Cross-Website Compatibility:

  • Ran into chrome.runtime.sendMessage failures on certain websites
  • Implemented fallback local processing for restricted domains
  • Added comprehensive error handling for API unavailability scenarios

Accomplishments that we're proud of

  • Comprehensive AI Integration: Successfully integrated multiple Chrome Built-in AI APIs in a single application
  • Neuro-Inclusive Pioneer: Created the first AI writing assistant specifically designed for dyslexia, ADHD, and autism support
  • Privacy-First Architecture: Achieved 100% local processing with zero data transmission
  • Robust Error Handling: Built comprehensive fallback systems ensuring functionality even when APIs are unavailable
  • Accessibility Excellence: Implemented WCAG-compliant design with high contrast and reduced motion options

What we learned

Technical Insights:

  • Chrome Built-in AI APIs are cutting-edge but have geographical limitations
  • Service Workers in Manifest V3 require careful planning and robust error handling
  • CSP compliance is crucial and can't be treated as an afterthought
  • Different websites have varying levels of extension compatibility

Accessibility Understanding:

  • Gained deeper appreciation for diverse neurodivergent user needs
  • Learned how interface design impacts different neurological conditions
  • Discovered the importance of providing multiple interaction methods
  • Understood that specialized solutions serve users better than generic ones

What's next for ChakWrite

Immediate Roadmap:

  • Enhanced AI Integration: Expand support for additional Chrome AI APIs
  • Custom Learning: Implement user-specific preference training
  • Multi-Language Support: Utilize Translator API for international accessibility
  • Advanced Customization: Allow fine-tuning of AI behavior

Feature Expansion:

  • Reading Assistance: AI-powered content summarization for complex articles
  • Voice Integration: Text-to-speech capabilities for auditory learners
  • Educational Features: Shared settings for institutions
  • Usage Analytics: Privacy-focused insights for writing pattern understanding

Community Growth:

  • Open Source Release: Share codebase to encourage accessibility innovation
  • Educational Partnerships: Collaborate with schools and accessibility organizations
  • Research Contribution: Publish findings on AI-assisted neurodivergent communication

Technical Innovation

ChakWrite represents one of the first comprehensive implementations of Chrome's Built-in AI ecosystem for accessibility. Our project demonstrates how privacy-first AI can revolutionize assistive technology without compromising user data, creating a new paradigm where AI adapts to neurological differences rather than expecting users to adapt to technology.

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