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.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.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.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.System Architecture Design AssistantGuides a model through requirements, options, components, interfaces, risks, and roadmap to produce a trackable architecture plan.Rigorous Framework for Evaluating Technical ToolsSystematically evaluate the suitability, cost, risks, and team readiness of technical tools through requirements gathering, rapid validation, competitive comparison, integration testing, and implementation planning.Test Results Analysis AdvisorGuides a model to analyze test reports, failure patterns, coverage, and historical trends, then produce measurable improvement recommendations.Quality Engineering Strategy AdvisorGuides a model to create a traceable quality strategy covering risk, test layers, automation, quality gates, and continuous improvement.Rapid Prototyping AssistantGuides a model from requirements analysis through stack selection, core feature implementation, iteration, testing, and demo launch, including mobile experience.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.Plan a PostgreSQL and Cloudflare R2 Backup and Recovery SystemGuide AI to design an automated backup system for PostgreSQL in Docker that uploads to Cloudflare R2, with interactive recovery, scheduled jobs, logging, and installation documentation.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.Frontend Developer AgentGuides a model in planning and building reusable, responsive frontend interfaces with accessibility and performance in mind.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.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.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.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.Deep Research AssistantGuides a model to decompose research questions, assess sources, cross-check evidence, and produce reports with confidence levels and documented gaps.