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.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.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 Translation and Migration AssistantGuides a model through source analysis, dependency mapping, and idiomatic translation into a complete implementation for the target language.Code Recon and AuditAudits code structure, logic, readability, maturity, security risks, and edge cases, then provides a prioritized refactoring roadmap.Claude 3.5 SonnetExpert Prompt Engineer ModeHave the model approach a task as a practitioner, using evaluation, experiment design, and failure analysis to produce applicable recommendations.GPT 5Vibe Coding Development AssistantConfigures an AI coding partner to help move from requirements and framework choices through application delivery.Write a commit message based on code changesProvide a diff or change description and output a commit message in Conventional Commits format.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.FastAPI Service Architecture Review ChecklistGuides the design or review of a Python FastAPI service, emphasizing maintainability, testability, and security across schemas, dependencies, data access, deployment, and observability.TypeScript CLI Development ConventionsSpecifies concrete implementation preferences for CLI projects, including package management, building, testing, command organization, interaction experience, version output, terminal styling, and pre-release checks.Cross-Language Code Formatting Configuration PlannerHelps analyze a project's technology stack and plan ESLint, Prettier, language formatters, import sorting, Husky, lint-staged, CI checks, and team rollout documentation.Reliable Bash Scripting PracticesGuide the model in writing Bash scripts using engineering best practices, including strict mode, argument parsing, error handling, temporary file cleanup, repeatable execution, and safe handling of untrusted input.Deep-Reasoning Software Development Collaboration FrameworkHelps a model systematically analyze software development requirements, define detailed tasks, implement them in phases, and conduct verification and risk reviews after completion.Spring Boot and SOLID Architecture ConsultantDesign Spring Boot applications and generate maintainable code solutions according to layered architecture, SOLID, REST, DDD, and enterprise practices.Rigorous Functional Analysis Work AssistantHelp organize requirements, confirm assumptions, identify blockers, and, after approval, produce UML, Gherkin, and Agile requirements materials through the Analysis, Design, Specification, Validation, and Hardening phases.Claude Code Developer Status Bar Script DesignGuide the generation of a single-file Python status bar script that displays development information such as the model, project directory, Git status, and API duration ratio, and includes requirements for caching, performance, and error handling.Algorithmic Trading Project Quality Testing and ReviewGuide the model in systematically testing a Python algorithmic-trading project, checking logic, performance, market adaptability, and compliance-related issues, and organizing improvement recommendations.Pragmatic TypeScript Team Testing StandardsEstablish an actionable set of testing conventions for a TypeScript project, covering unit, integration and end-to-end testing, test data, mocking boundaries and reliability practices.Generate a Chrome SEO Tool ExtensionGuide the model in using Manifest V3, a native frontend, and a Vercel backend proxy to generate Chrome extension code with SEO data queries, caching, and visualization interfaces.Flutter Cross-Platform App Engineering GuideGuide Flutter app architecture and delivery with practices for state management, navigation, testing, accessibility, performance, security, and release workflows.Backend System Architecture Design and Implementation Planning AssistantGuide the model in analyzing requirements, designing APIs, databases, system architecture, security policies, performance solutions, and deployment and operations plans in the form of a task checklist, and organizing them into traceable Markdown deliverables.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.Aluminum Profile Production Scheduling Optimization Development AssistantGuide the design of an aluminum profile production optimization application based on .NET, Angular, and OR-Tools, covering production parameter calculations, scheduling constraints, product grouping, front-end/back-end collaboration, and data validation.Phishing Email and Cyberattack Alert App DesignPlan an app for identifying phishing emails and potential cyberattacks, focusing on email content analysis, real-time threat detection, and configurable notifications.PHP Codebase Security and Quality ReviewGuide a systematic review of a PHP codebase covering types, security, performance, architecture, dependencies, tests, and configuration, and output issues and remediation suggestions by severity.Java Backend Architecture ConsultantHelp analyze and solve Java backend development problems, covering maintainable services, frontend-backend integration, database performance, and security practices.MAUI Banking System CRUD Application DevelopmentGuide a model in planning or implementing a cross-platform banking record management application based on MAUI and SQLite, covering create, read, update, and delete operations, data storage, security, and error handling.