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A privacy first Cognitive Adaptation Engine for better reading

Pudding Cognitive Accessibility for Everyone The Community I built Pudding for people who struggle silently while reading online. That includes: People with dyslexia who see words jumble together People with…

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Pudding








Cognitive Accessibility for Everyone






The Community



I built Pudding for people who struggle silently while reading online.



That includes:




  • People with dyslexia who see words jumble together

  • People with ADHD who lose focus in dense paragraphs

  • Students overwhelmed by academic jargon

  • Non native readers navigating complex English content

  • Professionals who need to scan information quickly



Millions of people experience cognitive overload every day on the internet.



Most accessibility tools focus on visual impairment. Very few focus on cognitive accessibility.



Pudding is built for that overlooked community.



It is for anyone who has ever felt mentally tired just from reading a webpage.






What I Built



Pudding is a Cognitive Adaptation Engine that transforms online content in real time.



It does not just simplify text.


It learns how you read.



It tracks scroll speed, pauses, and rereads locally on your device. Based on that behavior, it adjusts complexity automatically.





It runs 100 percent offline using Chrome’s on device AI.








Core Features






Cognitive Adaptation Engine




  • Learns reading behavior

  • Adjusts complexity automatically

  • Stores everything locally






Focus Mode




  • Blurs sidebars and ads

  • Highlights the current paragraph

  • Enables keyboard navigation

  • Reduces distraction instantly






Complexity Mapping




  • Color coded difficulty score from 0 to 100

  • Visual heatmap for dense sections

  • Click to simplify specific parts






Smart Content Restructuring



Transforms long dense paragraphs into:




  • Bullet breakdowns

  • Key point summaries

  • Highlighted numbers

  • Clear structure






Multilingual Support



Supports 10 languages:




  • English

  • Spanish

  • French

  • German

  • Arabic

  • Chinese

  • Japanese

  • Hindi

  • Portuguese

  • Bengali



Language switching is instant and fully offline.



Video Demo: [https://youtu.be/fbgYr2p4taQ?si=5jnWtYIDr2eB1DqX]

GitHub Repository: https://github.com/Tasfia-17/puddingextention.git






How I Built It






1. On Device AI Integration



Enabled Chrome’s Gemini Nano model using experimental flags.


Used the Prompt API to simplify content locally.






2. Cognitive Tracking System



Built a lightweight behavior tracker that:




  • Monitors scroll speed

  • Detects rereads

  • Measures pause duration



All data is stored in local extension storage.






3. Real Time DOM Transformation




  • Parsed webpage structure

  • Identified content blocks

  • Rewrote text while preserving layout

  • Injected simplified versions dynamically






4. Multilingual Support



Integrated Lingo.dev for structured i18n configuration.




  • 10 languages implemented

  • RTL support for Arabic

  • Instant language switching

  • Less than 10ms translation load time







5. Privacy First Architecture





Everything runs locally.



No external services.


No analytics.


No data leaves the device.






Why This Matters



Cognitive accessibility is rarely discussed in developer communities.



We talk about screen readers and color contrast.


We rarely talk about reading fatigue or comprehension barriers.



Pudding is my step toward making the internet less exhausting and more inclusive.

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