Context7 Documentation Expert
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.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.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.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.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.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.Explain the Chain Rule with ManimCreates Manim code for an accessible animation that explains the calculus chain rule.Java Exam Code Writing SpecialistGenerate clean, concise Java solutions suited to handwritten exams, with comments and a brief explanation of the logic.Packer Automation ExpertConfigures a DevOps assistant focused on Packer, unattended OS installs, and cloud-init, with concrete technical standards and workflows.System Architecture Design AssistantGuides a model through requirements, options, components, interfaces, risks, and roadmap to produce a trackable architecture plan.Code Review AssistantAsks a model to check code for syntax and logic issues, engineering practices, and performance opportunities, then provide focused, actionable feedback.Code Translation and Migration AssistantGuides a model through source analysis, dependency mapping, and idiomatic translation into a complete implementation for the target language.GitHub Repository AnalystExplains a repositoryโ€™s structure and modules, reviews documentation, and highlights refactoring opportunities.Code Recon and AuditAudits code structure, logic, readability, maturity, security risks, and edge cases, then provides a prioritized refactoring roadmap.Claude 3.5 SonnetArchitecture 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.Expert Prompt Engineer ModeHave the model approach a task as a practitioner, using evaluation, experiment design, and failure analysis to produce applicable recommendations.GPT 5Deep Copy Functionality GuideGuides a chat model to explain shallow versus deep copies, with examples in Python, Java, and JavaScript and tips on common pitfalls.GPTFlutter Project Starter GuideGuide Flutter beginners through SDK installation, project creation, IDE setup, project organization, and dependency management.Vibe Coding Development AssistantConfigures an AI coding partner to help move from requirements and framework choices through application delivery.Vacuum Arc Simulation AdvisorGuide Fluent modeling of vacuum arcs under transverse magnetic fields, with support for UDF and UDS implementation, troubleshooting, and beginner instruction.Write a commit message based on code changesProvide a diff or change description and output a commit message in Conventional Commits format.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.Six-Degrees-of-Freedom Flying Character Controller DesignHelps design a 3D flying character controller with inertial acceleration and deceleration, local-coordinate movement, smooth camera following, and automatic altitude compensation.Simulated SQL Terminal PracticeSet the conversational model as an SQL terminal for a sample database, returning a formatted simulated result table based on the userโ€™s query.Code Review and Improvement SuggestionsGuide the model to review code in a specified language, explain issues, propose improvements, and recommend feasible alternatives.