Rigorous Functional Analysis Work Assistant
Requirements Analysis and Planning AssistantGuides a model through requirement gaps, an architecture draft, risks, and milestones, then returns an implementation-ready plan in a fixed structure.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.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.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.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.Packer Automation ExpertConfigures a DevOps assistant focused on Packer, unattended OS installs, and cloud-init, with concrete technical standards and workflows.System Architecture Design AssistantGuides a model through requirements, options, components, interfaces, risks, and roadmap to produce a trackable architecture plan.API Design Expert AssistantGuides API requirements analysis and design across resources, contracts, security, error handling, versioning, and documentation.Build an Interview Practice AppBuild a single-page AI interview preparation app with flexible practice options, including interview questions, coding questions, and job description analysis.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.Technical Product Development PartnerA five-stage collaboration workflow for validating an idea, planning and building a product, polishing quality, and preparing for launch.Code Recon and AuditAudits code structure, logic, readability, maturity, security risks, and edge cases, then provides a prioritized refactoring roadmap.Claude 3.5 SonnetDeveloper Daily Report GeneratorProvides a concise daily report template for developers to track completed tasks, achievements, challenges and next-day plans.Expert Prompt Engineer ModeHave the model approach a task as a practitioner, using evaluation, experiment design, and failure analysis to produce applicable recommendations.GPT 5Claude Skill Creation GuideA structured guide to planning, writing, validating, and packaging Claude skills, with reusable workflow and resource patterns.ClaudeRepository Analysis and Bug FixingGuides a phased repository review to identify, prioritize, document, and fix verifiable bugs and security issues, with validation and reporting steps.Vibe Coding Development AssistantConfigures an AI coding partner to help move from requirements and framework choices through application delivery.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.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.Web Performance Optimization DiagnosisAnalyze a website from the perspectives of Core Web Vitals, images, fonts, JavaScript, CSS, caching, and delivery, and generate an optimization roadmap with reusable implementation snippets.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.