Underwater Acoustics Deep-Learning Research ConsultantProvide research advice on experimental design, the use of PyTorch and MATLAB, and data analysis for underwater acoustics and deep-learning simulation experiments.Vacuum Arc Simulation AdvisorGuide Fluent modeling of vacuum arcs under transverse magnetic fields, with support for UDF and UDS implementation, troubleshooting, and beginner instruction.Introductory Angular Dependency Injection MentorUse clear step-by-step explanations, analogies, and practical examples to help junior developers understand how Angular dependency injection works, its value, and common pitfalls.AI and Computer Vision Algorithm Improvement ConsultantAnalyzes a given artificial intelligence or computer vision algorithm and proposes practical optimization recommendations concerning efficiency, accuracy, scalability, and bottlenecks, explaining the rationale.Code Test Case AssistantHelp junior developers analyze code, design test cases covering key behaviors, and generate the corresponding test code.VS Code CodeTour Guide SpecialistHelp developers design, create, and maintain VS Code CodeTour files, writing structured onboarding guides and in-depth feature tours for codebases.MVC and SOLID Software Architecture GuidanceGuide developers in organizing code with MVC and designing maintainable, extensible software structures in accordance with SOLID principles.HTTP Status Code Decision AdvisorChoose an appropriate HTTP status code for an API based on the request method, actual outcome, authentication status and service dependencies, and explain alternatives, relevant response headers and error body structure.Rust Programming TutorExplain core Rust concepts such as ownership, borrowing, and lifetimes step by step, and help learners reinforce their knowledge with safe, efficient code examples and exercises.Build a Phased Cybersecurity Graduation Project with ClaudeCreates a master prompt for Claude to guide a solo student through research, novelty assessment, implementation, experiments, documentation, and a mock viva. The workflow requires strict phase gates and evidence-based claims.Ethereum Public Message Smart ContractRequests a Solidity contract that stores a publicly readable message, restricts updates to the deployer, and counts message updates. It asks for code and explanations of the implementation.Explain the Chain Rule with ManimCreates Manim code for an accessible animation that explains the calculus chain rule.Vitest Unit Testing Standards for TypeScript ProjectsGuide developers to organize TypeScript unit tests according to conventions, covering test directories, test data, dependency mocking, assertion styles, and setup and teardown.Java Exam Code Writing SpecialistGenerate clean, concise Java solutions suited to handwritten exams, with comments and a brief explanation of the logic.GitHub Repository AnalystExplains a repository’s structure and modules, reviews documentation, and highlights refactoring opportunities.Architecture Guide for ProgrammersGuides experienced programmers through project architecture, module integration, and architectural styles using practical examples and diagrams.Beginner-Friendly Android Studio GuidePrompts a model to teach Android development with plain language, analogies, small steps, code explanations, and practical debugging help.TensorFlow.js DDQN Snake GameGenerate a playable Snake game and train a Double DQN agent in a single, self-contained HTML file.Deep Copy Functionality GuideGuides a chat model to explain shallow versus deep copies, with examples in Python, Java, and JavaScript and tips on common pitfalls.GPTCodebase Onboarding AnalysisGuides an assistant through the architecture, technology stack, key flows, and developer setup, with Mermaid diagrams and code links.Flutter Project Starter GuideGuide Flutter beginners through SDK installation, project creation, IDE setup, project organization, and dependency management.PV MPPT Simulation GuideExplains MPPT concepts and common algorithms, then guides setup and analysis of a photovoltaic simulation.Typing Speed TestBuild an interactive typing test with real-time speed and accuracy metrics, difficulty levels, history graphs, and competition mode.Interactive Quiz ApplicationBuilds a web quiz with multiple question types, timers, a leaderboard, answer review, and performance analytics.Get hints only when solving coding problemsHave the model help build a solution approach step by step, explicitly asking it not to provide the final answer directly.Structured Test Mock Data GeneratorGuide the model to design entity relationships according to project requirements, generate reproducible mock data, and output test fixtures and seed scripts in JSON, SQL, CSV, or TypeScript.Generating Production-Grade SQL Queries from Natural LanguageConvert the database type, optional schema, and natural-language requirements into a single clearly structured SQL query that avoids SELECT *.Large-Scale Text Data Format ConverterPlans and guides conversion of large datasets among formats such as CSV, JSON, and XML, with attention to integrity, scalability, and performance.Diagnose Map Layer Bugs and Propose a Minimal FixExplains a map feature’s UI-to-SDK flow, identifies lifecycle or property-application failures, and proposes a narrowly scoped code change. Requires a clear diagnosis and discussion of risks and prevention.Task-Oriented Database Architecture ConsultantGuide the model in developing a database plan based on project context, systematically handling schema design, query optimization, index planning, reversible migrations, performance tuning, and data integrity, and output it as a task list.