AI & Exams
How AI Predicts Exam Questions with 85% Accuracy
Deep dive into the StudyClaw PYQ engine and historical pattern analysis using Gemini AI.
Read ArticleDirect Gemini AI integration for your syllabus. No new GUI to learn—just a powerful WhatsApp or Telegram bot for academic mastery directly in your workflow.
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Essential components for your academic stack. Built for performance, reliability, and developer experience.
Intelligent handling: short messages are silently indexed, while long texts are AI-summarized into concise bullets.
Instant internet lookups via DuckDuckGo without any API keys. Automated access to current events and fresh data.
Drop curriculum files directly in WhatsApp or Telegram. Fully indexed for instant retrieval and RAG search.
Generates MCQs from your own notes, adapting dynamically to your weak topics based on historical quiz performance.
Need structured data? Request your tracked deadlines or quiz history to be exported seamlessly as .xlsx files.
Render complex flowcharts, ER diagrams, mindmaps, and electrical circuit schematics viewable in the local web server.
A persistent AI profile tracking your pacing, weak points, and study style, injecting deep personalization into every reply.
Automated cron scheduler firing off 8 AM deadline briefings and Sunday morning flashcard generation.
Read-only college group monitoring. The agent indexes information silently and sends responses privately to the owner.
Full support for Telegram bots. Ultra-stable, high-performance channel for those who prefer an optimized messaging experience.
StudyClaw is natively designed to be completely setup-free on Windows using its unified PowerShell orchestrator script. No C++ compilers required.
Ensure you have the Go compiler installed. Then, download or clone the repository into your desired working folder.
Open PowerShell in the folder and execute the interactive launcher script. It will auto-resolve dependencies, configure your environment file interactively, and launch the engine directly.
Premium Frictionless Setup
Experience a high-end Glassmorphism UI with automated OAuth. Connect Google (Drive/Classroom) and ChatGPT Pro with one click—no manual JSON pasting required!
Run the bot directly on your phone using Termux. No server required. All you need is a free Gemini API key.
Download Termux from F-Droid (do not use the Play Store version). Open it and run the following commands to install Go, Git, and Clang:
Download the StudyClaw base image and configure the workspace environment dependencies.
Get your free Gemini key at Google AI Studio. Set it as an environment variable in Termux.
Run the bot! A QR code will display in the terminal. Open WhatsApp on your primary phone, go to Linked Devices, and scan it.
Why students choose sovereign infrastructure over generic AI chat.
| Capability | StudyClaw | Generic AI Bot |
|---|---|---|
| Privacy | 100% Local Intelligence | Cloud Logging |
| Group Context | Proactive Monitoring | Manual Copy-Paste |
| Memory | Persistent Academic Profile | Session-Only Context |
| Diagrams | Native Circuit/Flowcharts | Textual Description |
AI-generated audio summaries for lecture halls with native text-to-speech injection.
Share your indexed notes across group study participants with decentralized indexing.
Dedicated Flutter-based administrative portal for managing personas and RAG storage.
Technical deep-dives into AI, exam patterns, and Android system engineering.
Deep dive into the StudyClaw PYQ engine and historical pattern analysis using Gemini AI.
Read ArticleSolving the architectural challenges of running non-native binaries on a mobile OS partition.
Read ArticleAnalyzing the UX benefits of meeting students where they already spend 4+ hours a day.
Read ArticleDocumented solutions for the most frequent technical hurdles encountered by the community.
Encountered when the Go toolchain isn't mapped to the system path or missing from the initial Termux bootstrap.
Commonly caused by hidden characters in the export command or using a key that hasn't propagation through Google's AI Studio.
When the WhatsApp QR code appears broken or un-scannable due to Termux terminal buffer limitations.
Triggered on Gemini Free Tier keys when sending too many messages too quickly. The bot may stop responding temporarily.
Network-level blocks prevent dependency downloads. Usually tied to DNS or local ISP restrictions in specific regions.
Need deep-level support? Open a Technical Ticket