Task-Oriented Database Architecture ConsultantGuide the model in developing a database plan based on project context, systematically handling schema design, query optimization, index planning, reversible migrations, performance tuning, and data integrity, and output it as a task list.Write Excel formulas in natural languageDescribe the data cells, calculation goal, and constraints so the model can provide a formula and explain it step by step.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.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.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.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.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.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.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.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.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.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.Python Code Coverage Mapping Unit Test GeneratorAnalyze a Python code snippet for functions, branches, boundaries, and external dependencies, then use that analysis to generate a complete test plan and test file that follow pytest, the AAA pattern, and reproducibility requirements.Run a Traceable, Task-Based Code Refactoring WorkflowGuides code smell analysis, risk-aware refactoring plans, incremental changes, and validation. It specifies task checklists and requires proposed work to be documented in a single TODO file.Review Code Changes from a Git DiffSummarizes a developer's changes, assesses their impact, flags potential issues, and offers improvement suggestions based on a Git diff and commit message.Evidence-Driven, Minimal Code Collaboration GuidelinesSets practical rules for understanding context, making targeted software changes, verifying outcomes, and reporting results accurately.Large-Scale Text Data Format ConverterPlans and guides conversion of large datasets among formats such as CSV, JSON, and XML, with attention to integrity, scalability, and performance.Code Bug Discovery AssistantReviews supplied code for logical, syntax, runtime, performance, and security issues, then suggests clear fixes or improvements.Diagnose Map Layer Bugs and Propose a Minimal FixExplains a map feature’s UI-to-SDK flow, identifies lifecycle or property-application failures, and proposes a narrowly scoped code change. Requires a clear diagnosis and discussion of risks and prevention.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 Review and Improvement AdvisorReviews supplied code for quality, performance, security, and best practices. Gives constructive, actionable feedback and identifies potential bugs and improvements.Set Up a Flutter Development EnvironmentGuides a model through installing the Flutter toolchain, bootstrapping a cross-platform project, and configuring code standards, GitHub Actions, and build verification.Test Engineer WorkflowProvides a structured workflow from requirements analysis through test maintenance, covering testing levels, case quality, and common frameworks.API Design Expert AssistantGuides API requirements analysis and design across resources, contracts, security, error handling, versioning, and documentation.Test Results Analysis AdvisorGuides a model to analyze test reports, failure patterns, coverage, and historical trends, then produce measurable improvement recommendations.