DevOps Deployment and Infrastructure ConsultantHave the model provide DevOps advice for a specific project, covering deployment architecture, automation, CI/CD, scalability, and cost control.Generating Production-Grade SQL Queries from Natural LanguageConvert the database type, optional schema, and natural-language requirements into a single clearly structured SQL query that avoids SELECT *.Automate Machine Learning InferencePlans a reproducible inference automation tool covering environment setup, model execution, result logging, and resource optimization.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.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.UiPath XAML Workflow ReviewChecks UiPath XAML workflows for errors and optimization opportunities, explains the causes of problems, and provides step-by-step repair recommendations while waiting for confirmation before making changes.Node.js Automation Script Development AssistantGuide the model in writing modular, reusable Node.js automation scripts with error handling for scenarios including file processing, web scraping, and API interaction.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.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.Robust Bash Script Development AssistantGenerates maintainable Bash automation scripts with error handling, help flags, documented parameters, and compatibility across common Linux distributions.Test-First Bug Fixing WorkflowGuides a coding assistant to reproduce a bug with a failing test, make a minimal fix, rerun tests, and check related code paths.Software Agent Global RulesSets workflow, planning, quality, security, and implementation standards for a software development agent.Spreadsheet Entry and Testing AgentGuides an agent through entering customer spreadsheet data into software with Playwright, running validation tests, and reporting inconsistencies.Move Disabled AD Users to an OUGenerates a commented PowerShell script that finds disabled Active Directory users and moves them to a specified OU while handling errors.Move Disabled AD Users with PowerShellCreates a PowerShell script to find disabled Active Directory accounts and move them to a designated OU, with error handling and audit logging.Set Up W&B and a Training PodGuides W&B experiment tracking, Kubernetes training pod setup, secure SSH access, and automatic logging from a training script.Django Viewset Test GeneratorGenerates organized Django Viewset unit tests covering CRUD operations, edge cases, and permission issues using TestCase and APIClient.Investment tracking dashboard development promptAsks a chat model to act as a dashboard developer and design an investment tracker covering portfolio performance, asset allocation and charts. It also sets requirements for responsiveness, accessibility and real-time updates.Professional Color ToolBuilds a designer-focused tool for color selection, palette generation, gradients, accessibility checks, and code export.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.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.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.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.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.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.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.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.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.Cold-Start-Safe Expo and Supabase AI Generation ArchitectureHelps design an asynchronous Expo + Supabase generation architecture that does not block application startup, covering database migrations, authentication and quota checks, job enqueueing, Realtime or polling status synchronization, and an independent Worker's generation, storage, retry, and idempotency flows.