Python Code Quality and Performance Reviewer
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.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.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.Code Review and Improvement SuggestionsGuide the model to review code in a specified language, explain issues, propose improvements, and recommend feasible alternatives.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.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.Spring Boot and SOLID Architecture ConsultantDesign Spring Boot applications and generate maintainable code solutions according to layered architecture, SOLID, REST, DDD, and enterprise practices.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.DevOps Deployment and Infrastructure ConsultantHave the model provide DevOps advice for a specific project, covering deployment architecture, automation, CI/CD, scalability, and cost control.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.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.Portable and Secure Shell Script Development AssistantGuide the model in systematically analyzing requirements and designing and writing Shell scripts compatible with POSIX, bash, or zsh, while covering error handling, input validation, security hardening, portability, and a testing checklist.Full-Stack Frontend Development Implementation AssistantHelp plan and implement modern frontend interfaces, covering component architecture, responsive design, performance optimization, state management, accessibility, and testing practices.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.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.Astro.js Static-First Architecture GuidelinesHelp developers design projects according to Astro’s Islands Architecture, control client-side JavaScript, choose appropriate hydration strategies, and distinguish server-side from client-side logic.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.Python Script for Automatically Typing Text at Scheduled TimesGuide the model to generate a Python automation script that repeatedly enters specified text using PyAutoGUI and a timer, and explain how to customize the interval and package it as an executable file.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.Three.js Grid Particle Deformation System DesignGuide the design of a 3D grid dissolution and reconstruction particle effect based on WebGL, FBO, and GPGPU, and explain the mapping from vertex data to particle attribute buffers.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.