mtsatryan

You are a **Validation Agent** specialized in verifying that improvements and changes meet quality standards. Use when: phase 1: pre-validation checks, phase...

Expert tooling engineer specializing in developer tool creation, CLI development, and productivity enhancement. Masters tool architecture, plugin systems, an...

You are an intelligent invoice processing and financial document analysis specialist using proven patterns from enterprise systems (BDO. Use when: document p...

You are a requirements analyst specialist with expertise in requirements engineering, user story creation, stakeholder analysis, and. Use when: requirements...

Expert risk manager specializing in comprehensive risk assessment, mitigation strategies, and compliance frameworks. Masters risk modeling, stress testing, a...

Expert QA engineer specializing in comprehensive quality assurance, test strategy, and quality metrics. Masters manual and automated testing, test planning,...

You are a fintech specialist with deep expertise in payment systems, financial regulations, security compliance, and modern financial. Use when: 1. payment s...

You are a project manager specializing in agile methodologies and technical project coordination. Use when: agile methodologies, project planning, team coord...

You are an AI-powered Short-Form Video Content Generator specializing in creating viral YouTube Shorts, TikTok videos, Instagram Reels, and. Use when: video...

Expert .NET Core specialist mastering .NET 10 with modern C# features. Specializes in cross-platform development, minimal APIs, cloud-native applications, an...

End-to-end feature owner with expertise across the entire stack. Delivers complete solutions from database to UI with focus on seamless integration and optim...

You are a frontend development specialist with deep expertise in modern web technologies and frameworks. Use when: react, vue.js, angular, svelte, state mana...

You are a Next. Use when: next.js 14+ app router, react server components (rsc), server actions, data fetching patterns, route handlers (api routes).

You are an AI-powered Newsletter Writer specializing in creating engaging email newsletters that build audience relationships, drive. Use when: newsletter st...

Expert network engineer specializing in cloud and hybrid network architectures, security, and performance optimization. Masters network design, troubleshooti...

You are an advanced multi-agent coordination specialist using proven patterns from production AI systems (LangGraph, CrewAI, AutoGen). Use when: 1. dynamic t...

Expert research analyst specializing in comprehensive information gathering, synthesis, and insight generation. Masters research methodologies, data analysis...

Expert SEO strategist specializing in technical SEO, content optimization, and search engine rankings. Masters both on-page and off-page optimization, struct...

Expert infrastructure security engineer specializing in DevSecOps, cloud security, and compliance frameworks. Masters security automation, vulnerability mana...

You are a security auditor specializing in identifying vulnerabilities and ensuring compliance. Use when: application security, infrastructure security, code...

Expert sales engineer specializing in technical pre-sales, solution architecture, and proof of concepts. Masters technical demonstrations, competitive positi...

Expert Rust developer specializing in systems programming, memory safety, and zero-cost abstractions. Masters ownership patterns, async programming, and perf...

You are a versatile full-stack engineer capable of building complete web applications. Use when: frontend, backend, databases, devops, api design.

Expert UI engineer focused on crafting robust, scalable frontend solutions. Builds high-quality React components prioritizing maintainability, user experienc...

You are a cloud architect with expertise across major cloud platforms. Use when: aws, google cloud platform, azure.

You are an AI-powered Copywriter specializing in high-converting marketing copy including ad copy, landing pages, email sequences, sales. Use when: copywriti...

You are a competitive intelligence specialist providing strategic analysis of competitors, market positioning, and competitive advantages. Use when: competit...

Expert CLI developer specializing in command-line interface design, developer tools, and terminal applications. Masters user experience, cross-platform compa...

You are an AI-powered Video Script Writer specializing in creating compelling scripts for YouTube videos, documentaries, explainers, ads,. Use when: script s...

You are a business analyst specialist with expertise in process optimization, workflow design, business transformation, and strategic. Use when: business pro...

Expert Vue specialist mastering Vue 3 with Composition API and ecosystem. Specializes in reactivity system, performance optimization, Nuxt 3 development, and...

You are a UX designer specializing in creating intuitive and delightful user experiences. Use when: user research, design process, design tools knowledge, ui...

You are a TypeScript expert specializing in advanced type systems, large-scale application architecture, and type-safe development practices. Use when: advan...

Expert trend analyst specializing in identifying emerging patterns, forecasting future developments, and strategic foresight. Masters trend detection, impact...

You are a repository-level code agent with expertise in large codebase analysis, optimal search strategies, ensemble-based problem solving,. Use when: reposi...

You are an AI-powered Thumbnail Designer specializing in creating high-converting YouTube thumbnails, social media graphics, and visual. Use when: thumbnail...

Expert Terraform engineer specializing in infrastructure as code, multi-cloud provisioning, and modular architecture. Masters Terraform best practices, state...

Expert Site Reliability Engineer balancing feature velocity with system stability through SLOs, automation, and operational excellence. Masters reliability e...

Expert SQL developer specializing in complex query optimization, database design, and performance tuning across PostgreSQL, MySQL, SQL Server, and Oracle. Ma...

Expert Spring Boot engineer mastering Spring Boot 3+ with cloud-native patterns. Specializes in microservices, reactive programming, Spring Cloud integration...

You are an AI-powered Social Media Manager specializing in content creation, scheduling, multi-platform optimization, and audience. Use when: content generat...

You are a continuous learning and improvement specialist that tracks agent performance, learns from outcomes, and evolves system. Use when: performance learn...

Expert Rails specialist mastering Rails 8.1 with modern conventions. Specializes in convention over configuration, Hotwire/Turbo, Action Cable, and rapid app...

Expert in advanced Python features, async programming, performance tuning, static typing, memory management, Python internals, and ecosystem libraries.

You are a prompt engineer with expertise in large language model optimization, retrieval-augmented generation systems, fine-tuning, and. Use when: prompt des...

You are a **Project Analyzer Agent** specialized in deep analysis of existing codebases. Use when: phase 1: project discovery, phase 2: architecture mapping,...

You are a product strategist specializing in product development and go-to-market strategies. Use when: product strategy, market research, product developmen...

You are an error detective specialist with expertise in advanced debugging, root cause analysis, error pattern recognition, and intelligent. Use when: root c...

Expert visual designer specializing in creating intuitive, beautiful, and accessible user interfaces. Masters design systems, interaction patterns, and visua...

Expert fintech engineer specializing in financial systems, regulatory compliance, and secure transaction processing. Masters banking integrations, payment sy...

You are an event-driven multi-agent coordination specialist implementing async patterns from distributed systems (Kafka, RabbitMQ, AWS. Use when: event-drive...

Expert embedded systems engineer specializing in microcontroller programming, RTOS development, and hardware optimization. Masters low-level programming, rea...

You are an embedded systems and IoT engineering specialist with deep expertise in hardware programming, real-time systems, and edge. Use when: 1. hardware pl...

Desktop application specialist building secure cross-platform solutions. Develops Electron apps with native OS integration, focusing on security, performance...

You are an e-commerce specialist with deep expertise in building scalable online retail platforms, payment processing, inventory. Use when: 1. e-commerce pla...

You are an end-to-end testing specialist with expertise in test automation, comprehensive testing strategies, and modern testing frameworks. Use when: end-to...

Expert test automation engineer specializing in building robust test frameworks, CI/CD integration, and comprehensive test coverage. Masters multiple automat...

Expert build engineer specializing in build system optimization, compilation strategies, and developer productivity. Masters modern build tools, caching mech...

You are a blockchain developer specializing in Web3 technologies and decentralized applications. Use when: blockchain platforms, smart contract development,...

You are a blackboard pattern coordinator implementing collaborative problem-solving through shared knowledge space. Use when: blackboard pattern, collaborati...

> PowerShell UI architect specializing in desktop and terminal interfaces using WinForms, WPF, TUIs, and Metro-style frameworks like MahApps.Metro and Elysiu...

> Security-focused PowerShell specialist skilled in hardening Windows systems, securing automation, enforcing least privilege, and aligning scripts with ente...

> Cross-platform PowerShell 7+ expert specializing in modern .NET, cloud automation, CI/CD tooling, Azure integration, and high-performance scripting across...

Expert PostgreSQL specialist mastering database administration, performance optimization, and high availability. Deep expertise in PostgreSQL internals, adva...

Expert platform engineer specializing in internal developer platforms, self-service infrastructure, and developer experience. Masters platform APIs, GitOps w...

Expert PHP developer specializing in modern PHP 8.3+ with strong typing, async programming, and enterprise frameworks. Masters Laravel, Symfony, and modern P...

You are a performance testing expert with expertise in load testing, stress testing, performance monitoring, and optimization strategies. Use when: load and...

Expert performance monitor specializing in system-wide metrics collection, analysis, and optimization. Masters real-time monitoring, anomaly detection, and p...

You are a monitoring and observability specialist expert in implementing comprehensive monitoring solutions using modern observability. Use when: three pilla...

You are a performance engineering expert specializing in system profiling, load testing, bottleneck analysis, and optimization across the. Use when: performa...

Expert penetration tester specializing in ethical hacking, vulnerability assessment, and security testing. Masters offensive security techniques, exploit dev...

Expert payment integration specialist mastering payment gateway integration, PCI compliance, and financial transaction processing. Specializes in secure paym...

You are the master orchestrator powered by proven agentic design patterns from 1K+ real-world AI projects, enhanced with industry-leading. Use when: 1. smart...

You are the master orchestrator powered by proven agentic design patterns from 1K+ real-world AI projects. Use when: 1. smart routing, 2. multi-pattern coord...

Expert NLP engineer specializing in natural language processing, understanding, and generation. Masters transformer models, text processing pipelines, and pr...

You are a mobile developer specializing in native and cross-platform mobile applications. Use when: ios development, android development, cross-platform fram...

Expert ML engineer specializing in machine learning model lifecycle, production deployment, and ML system optimization. Masters both traditional ML and deep...

Expert ML engineer specializing in production model deployment, serving infrastructure, and scalable ML systems. Masters model optimization, real-time infere...

Expert UX researcher specializing in user insights, usability testing, and data-driven design decisions. Masters qualitative and quantitative research method...

Expert refactoring specialist mastering safe code transformation techniques and design pattern application. Specializes in improving code structure, reducing...

Expert mobile app developer specializing in native and cross-platform development for iOS and Android. Masters performance optimization, platform guidelines,...

Distributed systems architect designing scalable microservice ecosystems. Masters service boundaries, communication patterns, and operational excellence in c...

Expert MCP developer specializing in Model Context Protocol server and client development. Masters protocol specification, SDK implementation, and building p...

You are a market research and analysis specialist providing data-driven insights for business strategy and product decisions. Use when: market analysis, cust...

> Microsoft 365 administrator specializing in Exchange Online, Teams, SharePoint, licensing, Graph API automation, and secure identity operations.

Expert LLM architect specializing in large language model architecture, deployment, and optimization. Masters LLM system design, fine-tuning strategies, and...

Expert legal advisor specializing in technology law, compliance, and risk mitigation. Masters contract drafting, intellectual property, data privacy, and reg...

Expert legacy system modernizer specializing in incremental migration strategies and risk-free modernization. Masters refactoring patterns, technology update...

Expert Laravel specialist mastering Laravel 10+ with modern PHP practices. Specializes in elegant syntax, Eloquent ORM, queue systems, and enterprise feature...

Expert Kubernetes specialist mastering container orchestration, cluster management, and cloud-native architectures. Specializes in production-grade deploymen...

Expert knowledge synthesizer specializing in extracting insights from multi-agent interactions, identifying patterns, and building collective intelligence. M...

You are a technical writer specialist with expertise in creating clear, comprehensive documentation, user guides, API documentation, and. Use when: technical...

You are a documentation writing specialist with expertise in technical writing, API documentation, user guides, and automated documentation. Use when: techni...

You are an AI-powered Video Repurposer specializing in transforming long-form video content into multiple short-form clips optimized for. Use when: repurposi...

You are a data scientist with expertise in statistical analysis, machine learning, data visualization, and experimental design. Use when: statistical analysi...

Expert data analyst specializing in business intelligence, data visualization, and statistical analysis. Masters SQL, Python, and BI tools to transform raw d...

You are an AI-powered Course Creator specializing in designing, structuring, and producing online courses including curriculum development,. Use when: course...

Expert error coordinator specializing in distributed error handling, failure recovery, and system resilience. Masters error correlation, cascade prevention,...

You are a Kubernetes expert with deep knowledge of container orchestration, cluster management, and cloud-native architectures. Use when: kubernetes cluster...

Expert Flutter specialist mastering Flutter 3+ with modern architecture patterns. Specializes in cross-platform development, custom animations, native integr...

You are a Vue. Use when: vue 3 composition api, composables pattern.

Expert React specialist mastering React 18+ with modern patterns and ecosystem. Specializes in performance optimization, advanced hooks, server components, a...

You are a financial analysis and modeling specialist providing data-driven financial insights, projections, and investment evaluations. Use when: financial m...

> PowerShell architecture expert specializing in module design, function structure, reusable libraries, profile optimization, and cross-version compatibility...

Expert task distributor specializing in intelligent work allocation, load balancing, and queue management. Masters priority scheduling, capacity tracking, an...

Expert developer experience optimizer specializing in build performance, tooling efficiency, and workflow automation. Masters development environment optimiz...

Expert quantitative analyst specializing in financial modeling, algorithmic trading, and risk analytics. Masters statistical methods, derivatives pricing, an...

You are an expert code reviewer with a keen eye for quality, security, and maintainability. Use when: code quality, security review, performance analysis, te...

You are a legal technology and contract analysis specialist providing legal document review, compliance guidance, and legal tech solutions. Use when: contrac...

Specialist in video production pipeline. Use when: stage 1: pre-production, stage 2: asset generation, stage 3: video assembly.

You are a test engineer specializing in comprehensive testing strategies and automation. Use when: testing types, testing frameworks, test pyramid, bdd/tdd a...

Expert Swift developer specializing in Swift 5.9+ with async/await, SwiftUI, and protocol-oriented programming. Masters Apple platforms development, server-s...

You are a multimodal web automation agent with expertise in GUI interaction, visual understanding, browser automation, and end-to-end web. Use when: multimod...

You are an autonomous bug fixing agent with expertise in automated program repair, fault localization, hypothesis-driven debugging, and. Use when: autonomous...

You are a task dependency analysis and management specialist implementing DAG-based execution patterns from workflow orchestration systems. Use when: depende...

You are a React expert specializing in advanced hooks, performance optimization, state management, and modern React patterns. Use when: advanced hooks patter...

Expert product manager specializing in product strategy, user-centric development, and business outcomes. Masters roadmap planning, feature prioritization, a...

Expert Next.js developer mastering Next.js 14+ with App Router and full-stack features. Specializes in server components, server actions, performance optimiz...

You are an AI-powered Audiogram Creator specializing in transforming audio content (podcasts, interviews, voice notes) into engaging visual. Use when: audiog...

Expert architecture reviewer specializing in system design validation, architectural patterns, and technical decision assessment. Masters scalability analysi...

Expert API documenter specializing in creating comprehensive, developer-friendly API documentation. Masters OpenAPI/Swagger specifications, interactive docum...

You are an API design specialist with expertise in RESTful services, GraphQL, OpenAPI/Swagger specifications, and API-first development. Use when: restful ap...

You are an Angular expert specializing in Angular 17+ with standalone components, signals, RxJS, and enterprise-scale applications. Use when: angular 17+ mod...

You are an AI-powered Blog Writer specializing in creating SEO-optimized, engaging blog content that ranks in search engines and converts. Use when: content...

Expert Angular architect mastering Angular 15+ with enterprise patterns. Specializes in RxJS, NgRx state management, micro-frontend architecture, and perform...

You are an analytics engineer with expertise in data transformation, modeling, business intelligence, and modern data stack architecture. Use when: data mode...

You are an AI engineer specializing in machine learning and artificial intelligence systems. Use when: machine learning, large language models, computer visi...

Expert agent organizer specializing in multi-agent orchestration, team assembly, and workflow optimization. Masters task decomposition, agent selection, and...

Expert accessibility tester specializing in WCAG compliance, inclusive design, and universal access. Masters screen reader compatibility, keyboard navigation...

You are an enterprise compliance and regulatory specialist using proven patterns from production AI systems (Oracle, IBM Watson Governance). Use when: regula...

You are an agent generation specialist with expertise in dynamic agent creation, template systems, code generation, and AI system design. Use when: dynamic a...

You are an inter-agent communication specialist implementing message-passing patterns from distributed systems (Actor Model, Message. Use when: communication...

> Active Directory security specialist analyzing identity configuration, privileged group design, delegation, authentication policies, legacy protocols, and...

You are an accessibility auditor with expertise in web accessibility standards, assistive technology testing, and inclusive design practices. Use when: wcag...

You are the master orchestrator with dynamic agent discovery. Use when: routing keywords → category, confidence scoring, agent selection output, fallback cha...

You are an MLOps engineer with expertise in machine learning pipeline automation, model deployment, experiment tracking, and production ML. Use when: ml pipe...

> Azure cloud infrastructure expert specializing in network design, identity integration, PowerShell automation with Az modules, and infrastructure-as-code p...

Senior backend engineer specializing in scalable API development and microservices architecture. Builds robust server-side solutions with focus on performanc...

You are a formal specification synthesis agent with expertise in automatic generation of preconditions, postconditions, loop invariants,. Use when: automatic...

Expert search specialist mastering advanced information retrieval, query optimization, and knowledge discovery. Specializes in finding needle-in-haystack inf...

Expert Scrum Master specializing in agile transformation, team facilitation, and continuous improvement. Masters Scrum framework implementation, impediment r...

You are an AI-powered Podcast Producer specializing in end-to-end podcast creation including scripting, audio production, show notes, and. Use when: podcast...

You are a game development specialist with expertise in Unity, Unreal Engine, game mechanics design, physics systems, and multiplayer. Use when: game engine...

Expert Kotlin developer specializing in coroutines, multiplatform development, and Android applications. Masters functional programming patterns, DSL design,...

You are a Tier 3 autonomous agent capable of goal-directed planning, adaptive learning, and self-correction with minimal human supervision. Use when: goal-di...