The All-in-One AI Plugin for Computer Science Students

Skills for computer science students 11

• lemmalyForces you to state Big-O, data structure, and algorithm family before writing code, so you avoid O(n^2) loops.
• code debugging assistantDebugs code, reads stack traces, writes test cases, and guides environment, Git, and profiling setup. Example: fixing a null pointer in your Java lab.
• flashcard generatorTurns notes and slides into Anki decks, printable cards, or browser flashcards. Example: 60 cards from one database lecture.
• examprep aiBuilds a ranked High Score Roadmap from syllabi and past papers, Easy to Hard. Example: a 5-day plan for your networks final.
• web debugging assistantReads browser and server errors, refactors code, plans tests, and guides Git. Example: tracing a 500 error in your Flask project.
• data structure selection advisorCompares arrays, hash maps, heaps, trees, and graphs on speed, memory, and scale. Example: choosing a heap for a top-k query.

Plus a start-here assistant, the prompt library and the app builder, and for members the daily brief.

Ready-made prompts 26

• Decode Coding Assignments3 prompts, like Decode a Coding Assignment Brief
• Study Core Algorithms3 prompts, like Explain An Algorithm Clearly
• Debug Programs with AI5 prompts, like Analyze Error Messages
• Practice Data Structures3 prompts, like Simulate Data Structure Operations Step by Step
• Review Lectures and Notes3 prompts, like Summarize Messy Lecture Notes
• Prepare for CS Exams3 prompts, like Build a CS Exam Study Plan
• Collaborate on Group Projects3 prompts, like Create a Work Breakdown Structure

Apps you can build with AI 3

• Source-linked AI workspace with notes, code and filesKeep lecture notes, code files, and sources in one workspace so you stop switching tabs during a project. Demo included.
• Source-based study notes and audio workspaceTurn mixed readings and recordings into linked study notes, so every claim traces back to its source. Demo included.
• Coding practice, maker map and audio transcription workspaceTrack practice problems, local maker contacts, and transcribed session notes in one place instead of renting three tools. Demo included.

AI agents 12

In the download. An agent runs a whole recurring task for you, step by step, and asks you before anything important. Ask your AI: "Run the Skill Gap Learning Plan Agent". Each one also has a guided set-up with sample data on its page.

• Skill Gap Learning Plan AgentA four-week plan that closes the one or two skill gaps that matter most for the target role
• Mock Interview Practice Loop AgentCore interview questions answered at or above the bar, with approved best answers saved
• Test Coverage Gap Closing AgentAdd tests to the riskiest untested code and prove that they catch real bugs
• Lecture Gap Finder AgentFind the gaps in understanding early and close them with checked practice
• Assignment Submission Readiness AgentMake sure the submission meets every stated requirement before it is handed in
• Group Project Merge Integration AgentIntegrate everyone's branches into a working main before the deadline
• CS Assignment Study Coach AgentThe student finishes the assignment with understanding, writing the code themselves
• Exam Revision Plan AgentA revision plan that spends the most time where it raises the grade most
• Algorithm Practice Coach AgentReal understanding of algorithm patterns through graded practice and feedback
• Portfolio Project Planner AgentA portfolio project scoped and tracked so it actually gets finished and shown
• Group Project Coordination AgentA group project that is fairly divided, on track and integrates before the deadline
• Assignment Deadline Planner AgentFinish every assignment on time without last-minute rushes

Connections (MCP servers) 12

A guide in the download. A connection lets your AI work in an app you already use. You add only the ones you use: ask your AI "Which apps can you connect to?" and follow the steps on each connection's page.

• LeetCode MCP serverLets your AI look up LeetCode problems, daily challenges, user profiles and contest results for you.
• Google Colab MCP serverLet your AI open a Google Colab notebook, add and run code cells, and pick a GPU for you.
• PinRAG MCP serverAsk questions across your PDFs, YouTube videos, GitHub repos and Discord exports, and get answers with citations.
• SearchForge MCP serverLets your AI search the web, GitHub, papers, and Hacker News, and turn any web page into clean text.
• CodeCalc MCP serverLet your AI run real code, check hard math exactly, and test whether two programs behave the same.
• Paperboy MCP serverFind research papers, queue them in Zotero, and send the PDFs to your Kindle or Kobo.
• Papers with Code MCP serverLets your AI search research papers and find the code, datasets, and results linked to them.
• Scholar MCP serverYour AI can search academic papers, read them, map citations, and save them into a personal library.
• WET Web Toolkit MCP serverLet your AI search the web, pull content from pages, and look up library documentation for you.
• Scholar Feed MCP serverLets your AI search 600k+ computer science and AI papers, follow citations, and export BibTeX.
• arXiv MCP serverLets your AI search arXiv for research papers and pull up their details and full text. No install needed.
• Research Hub MCP serverLets your AI search for papers, save them to Zotero, and write notes into your Obsidian vault for you.

Your Grok Bot team 12

• Debugging CodeInteractive debugger that lets you pause, inspect, and step through running code to find root causes fast.
• Code Showcase Systematic DebuggingFour-phase debugging methodology enforcing root cause analysis before any fix.
• Javascript MasteryExplains JS concepts, debugs code, and teaches fundamentals on demand.
• Examprep AiTurns syllabi and past papers into a ranked study roadmap ordered Easy to Hard.
• Data Structure ProtocolNavigate and refactor codebases using a persistent structural graph.
• Code Documentation Code ExplainExplain complex code through clear narratives and step-by-step breakdowns.
• READMEGenerate thorough README documentation for any project. No code execution. No deployment. No production changes. All changes require your approval.
• Coding StandardsReview code against universal TypeScript, JavaScript, React, and Node.js standards.
• Python Performance OptimizationProfile and optimize Python code for speed and memory efficiency.
• Modern Javascript PatternsGuides modern JavaScript patterns and functional programming best practices for clean, maintainable code.
• Algorithm Optimization AssistantOptimize your algorithms' speed, memory, and efficiency with guided analysis and design.
• Debugging ToolkitSmart debug assistant for code quality and issue resolution.