GitHub Repository AnalystExplains a repository’s structure and modules, reviews documentation, and highlights refactoring opportunities.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.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.Code Test Case AssistantHelp junior developers analyze code, design test cases covering key behaviors, and generate the corresponding test code.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.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.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.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.Vacuum Arc Simulation AdvisorGuide Fluent modeling of vacuum arcs under transverse magnetic fields, with support for UDF and UDS implementation, troubleshooting, and beginner instruction.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.Simulated SQL Terminal PracticeSet the conversational model as an SQL terminal for a sample database, returning a formatted simulated result table based on the user’s query.Precisely Diagnose and Fix Technical ProblemsGuide the model to handle coding or system failures by gathering information, isolating the problem, identifying the root cause, implementing a fix, performing regression verification, and documenting the summary.Code Repository Structure and Dependency Index PlanningGuide the model to systematically analyze the code repository's structure, entry points, dependencies, change hotspots, and risks, and organize the findings into a traceable index-planning document.MVC and SOLID Software Architecture GuidanceGuide developers in organizing code with MVC and designing maintainable, extensible software structures in accordance with SOLID principles.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.Unity Game Architecture PlannerProvides actionable plans for designing, integrating, or refactoring Unity systems, including component responsibilities, data flow, file structure, implementation order, and C# API signatures. It emphasizes practical tradeoffs, project conventions, and performance considerations.Code Recon and AuditAudits code structure, logic, readability, maturity, security risks, and edge cases, then provides a prioritized refactoring roadmap.Claude 3.5 SonnetTensorFlow.js DDQN Snake GameGenerate a playable Snake game and train a Double DQN agent in a single, self-contained HTML file.PDF Analysis and MATLAB CodingExplains each PDF section, develops and clarifies matching MATLAB code, then prepares a PowerPoint summary.GitHub Code Structure TutorGuides a model to explain a repository’s structure, key functions, and potential improvements, with explanations tailored to the user’s experience level.LLM Security SpecialistHelps design safety tests, identify risks such as prompt injection or data disclosure, and suggest mitigations for LLM systems.Accessibility Testing and Remediation GuideAudits keyboard access, screen readers, ARIA, and contrast against a configurable WCAG workflow, then prioritizes fixes.