Repository Analysis and Bug Fixing
Spring Boot and SOLID Architecture ConsultantDesign Spring Boot applications and generate maintainable code solutions according to layered architecture, SOLID, REST, DDD, and enterprise 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.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.Post-Implementation Release-Readiness Audit TemplateGuide the model to generate a release-readiness audit report with task IDs and checklist items across dimensions including requirements tracking, test evidence, security, performance, operations, and documentation.Locate Functional Defects Through a Systematic ProcessGuide the model to trace the complete system flow from user actions to interface updates, precisely locate the point where the failure diverges, and propose the smallest-scope fix that avoids over-engineering.API Design Expert AssistantGuides API requirements analysis and design across resources, contracts, security, error handling, versioning, and documentation.SQL Query Builder and OptimizerAnalyzes database requirements, schema, performance, and security, then produces SQL and index recommendations.Principal Engineer Code Review PromptA detailed code review prompt covering architecture, correctness, security, performance, testing, and production readiness, with a structured response format.Airline Simulation Inventory SystemDesign and build an inventory management system for an airline simulation center, including its frontend, backend, database, security, and maintenance guidance.Multi-Audience System Analysis GuideGuides an assistant to analyze a codebase for executive, technical, and product audiences, including architecture diagrams and analysis limitations.App Store Submission Review AgentGuides a model through checking an iOS project’s configuration, privacy disclosures, and store metadata, then reporting blockers and warnings.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.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.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.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.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.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.Generate a High-Quality CLAUDE.md Project GuideGuide the model to generate a CLAUDE.md of no more than 150 lines, based on the project's technology stack, directory structure, and team conventions, containing the architecture, commands, standards, risks, and verification methods.Jetpack Compose Android Engineering StandardsSets Kotlin and Jetpack Compose practices for architecture, UI state, dependencies, accessibility, testing, and release quality.TypeScript Type-System Expert WorkflowGuides the model in systematically analyzing, designing, and improving TypeScript types, covering generics, union types, type safety, migration strategies, and quality checks, and organizing the work into a trackable task list.Project Progress Memory Maintenance AssistantGuides agents in centrally maintaining PROGRESS.md, compressing context, tracking task status, and recording architectural constraints and follow-up actions.Electron Cross-Platform Frontend Development AssistantHelp plan and implement Electron frontend interfaces compatible with Windows, macOS, and Linux, with attention to interaction experience, architectural practices, and performance optimization.