@mtsatryan

ah-dependency-manager implements dag-based task analysis with topological sorting, critical path identification, and execution optimization. provides templates for dependency graphs, circular dependency detection, and progress tracking across software projects.

ah-orchestrator-v3 routes tasks to specialist agents using pattern detection and coordinates work via sequential, parallel, or hybrid execution. includes human checkpoints and self-review but lacks concrete failure handling.

ah-improvement-planner structures multi-phase project improvement workflows with prioritization matrices and agent selection logic, but lacks concrete trigger phrases and glosses over failure modes in execution.

ah-compliance-auditor covers regulatory frameworks (gdpr, hipaa, soc2, pci-dss) with templated checklists and report structures, but lacks procedural depth and failure-mode handling for real-world audit execution.

ah-validation-agent is a multi-phase validation framework covering code quality, functionality, security, and performance checks. it provides structured templates and command references but lacks specificity on triggering conditions and recovery paths for common failures.

ah-predictive-maintenance-engineer provides templates and frameworks for failure pattern analysis, metrics dashboards, and maintenance scheduling. execution depends heavily on user data input and manual interpretation.

ah-powershell-ui-architect covers layering winfoms, wpf, metro dashboards, and tuis on top of powershell automation while maintaining separation between ui and business logic. role-focused guidance without executable procedures.

ah-incident-manager provides templates and checklists for incident declaration, response coordination, rca, and post-mortems aligned with sre practices. execution guidance is sparse and triggers are generic.

ah-financial-analyst provides template-driven financial modeling covering revenue projections, cost analysis, roi calculation, and unit economics. lacks procedural depth and error handling for real-world data quality issues.

ah-hierarchical-coordinator provides templates and diagrams for decomposing projects into multi-level agent hierarchies, but lacks concrete procedures for when decomposition fails, how to detect over-nesting, or what signals indicate hierarchy depth is wrong.

ah-image-prompt-engineer provides typescript-based reference libraries for prompt architecture, lighting, composition, and negative prompts across midjourney, dall-e, stable diffusion, and flux. workflow templates guide single image and batch generation cycles with iterative refinement strategies.

orchestrator-v5 routes tasks to specialist agents via keyword matching and confidence scoring, with coordination patterns for single-agent and multi-agent workflows. covers 187 agents across 40+ categories with checkpoint system for recovery.

ah-java-enterprise covers spring boot, microservices patterns, and jpa with code examples, but lacks actionable procedures, explicit decision logic, and failure mode recovery paths.

ah-embedded-engineer is a reference guide to hardware platforms, protocols, and iot frameworks rather than an actionable skill. it reads as a knowledge base with no decision tree, triggering logic, or executable procedures.

ah-powershell-security-hardening documents powershell and windows hardening knowledge through capability lists and checklists, but lacks procedural workflows, specific trigger phrases, or actionable decision logic needed for consistent execution.

ah-seo-specialist outlines seo competencies and workflow phases (context gathering, execution, handoff) but lacks concrete implementation steps, decision trees, or failure recovery. reads as aspirational framework rather than executable skill.

ah-golang-pro is a reference document covering go language features, patterns, and libraries. it reads as a curated checklist rather than an actionable skill with clear decision logic or failure handling.

ah-autospec generates formal preconditions, postconditions, and loop invariants from code via static analysis, dynamic observation, and machine learning. targets verification tools like dafny and jml.

ah-blog-writer provides content strategy patterns and writing guidelines as typescript interfaces and config objects. lacks actionable procedures, edge case handling, and concrete integration points for actual skill invocation.

ah-video-repurposer provides typescript interfaces and posting strategies for converting long-form video into platform-optimized clips, but lacks concrete procedural steps and error handling.

ah-debugger covers systematic issue diagnosis and root cause analysis across languages and environments, with emphasis on debugging techniques and knowledge transfer, but lacks concrete trigger phrases and actionable decision trees.

ah-shorts-generator provides typescript interfaces and workflow templates for video production across tiktok, youtube shorts, and instagram reels. lacks concrete procedural steps, error handling, and specific invocation patterns.

ah-test-engineer is a reference catalog of testing terminology and frameworks rather than an executable skill. it lists testing types, frameworks across languages, and strategy concepts without procedural guidance for applying them.

ah-terraform-engineer covers infrastructure as code with broad topical breadth but lacks concrete procedural specificity. checklist-heavy and conceptual rather than actionable for specific terraform problems.

ah-swift-expert profiles swift 5.9+ development knowledge across ios, macos, and server-side contexts with emphasis on async/await, swiftui, and protocol design. lacks concrete invocation triggers and actionable decision trees for actual problem-solving.

ah-social-media-manager wraps platform-specific content generation and calendar management logic in typescript interfaces, but lacks actionable procedures, concrete trigger phrases, and error handling. the skill is primarily architectural scaffolding without executable workflows.

ah-repair-agent frames autonomous bug fixing across multiple repair strategies (template, learning, semantic, search-based) with claimed 45.9% defects4j success. lacks concrete procedural steps and failure mode handling.

ah-nextjs-pro covers next.js 14+ app router, server components, and server actions with code examples for auth and testing. lacks procedural guidance, edge case handling, and decision logic.

ah-platform-engineer covers internal developer platform design with checklists for self-service, gitops, and golden paths. lacks specific trigger phrases and actionable procedures for concrete platform engineering tasks.

ah-mobile-developer covers ios, android, and cross-platform frameworks with architectural patterns and platform-specific features. lacks procedural depth and actionable decision trees for real development scenarios.

ah-mlops-engineer covers ml infrastructure domains (orchestration, serving, feature stores, monitoring) with tool lists and best practice bullets, but lacks actionable procedures and concrete trigger scenarios.

ah-it-ops-orchestrator routes it tasks to specialized subagents across powershell, .net, infrastructure, azure, and m365 domains. coordinates cross-domain problems but lacks concrete execution procedures.

ah-database-administrator provides broad topical coverage of database administration across postgresql, mysql, mongodb, and redis, but lacks specific procedural depth, concrete trigger phrases, and actionable edge case handling needed for reliable skill execution.

ah-deployment-engineer outlines ci/cd pipeline design and deployment strategy patterns without actionable procedures. covers blue-green and canary approaches but lacks concrete execution steps, decision logic, or failure recovery paths.

ah-csharp-developer is a .net generalist covering asp.net core, blazor, entity framework and cloud patterns, but lacks concrete trigger conditions and actionable procedures tied to specific development problems.

ah-accessibility-tester provides wcag compliance frameworks and testing checklists but lacks concrete procedural steps, specific invocation patterns, and failure recovery guidance. execution remains high-level and dependent on external context.

accessibility-auditor positions itself as a wcag compliance and assistive technology testing reference, but lacks procedural depth. it lists tools and best practices without actionable step sequences, decision logic, or failure recovery.

ah-cli-developer provides a loose checklist and pattern collection for cli tool design, covering argument parsing, interactive prompts, distribution, and performance targets. lacks concrete procedures and decision-driven invocation.

ah-azure-infra-engineer describes azure infrastructure capabilities across networking, identity, and powershell automation, but lacks procedural depth, specific trigger phrases, and failure mode coverage needed for reliable skill execution.

ah-kubernetes-expert provides broad coverage of k8s domains including cluster architecture, workload orchestration, helm, and rbac. execution is reference-heavy with limited step-by-step guidance or decision logic.

ah-monitoring-specialist covers observability fundamentals and tool taxonomy but lacks actionable procedures. references external examples without inline steps, making execution unclear for real implementations.

ah-refactoring-specialist catalogs refactoring patterns and code smell types with minimal actionable procedure. lacks specific invocation triggers, concrete decision-making steps, and failure mode handling. reads as reference material rather than executable skill.

ah-security-auditor catalogs security domains and compliance frameworks but lacks actionable procedure steps, decision logic, and failure mode handling. reads as a reference document rather than an executable skill.

ah-rust-engineer covers rust 2021 systems programming with emphasis on ownership patterns, async runtime selection, and unsafe code auditing. provides architectural analysis and verification phases but lacks concrete procedural steps and failure recovery guidance.

ah-project-manager is a knowledge reference for agile frameworks and project management practices. it lacks actionable procedures, specific trigger conditions, and edge case handling needed for autonomous skill execution.

ah-api-documenter covers openapi specification writing and documentation portal creation, but lacks concrete procedural steps and edge case handling. the skill reads as a checklist of documentation topics rather than actionable guidance.

ah-trae-agent is a repository-level code analysis and manipulation tool supporting multi-language codebases, ensemble search strategies, and incremental edits. lacks concrete procedures and failure handling details.

ah-test-automator covers test framework design, ci/cd integration, and multi-layer automation (ui, api, mobile, performance). lacks specific trigger phrases and actionable procedures, reads as aspirational checklist rather than executable skill.

ah-newsletter-writer covers newsletter planning, subject lines, and content strategy with workflow templates and metrics. lacks actionable integration points, error handling, and concrete input/output contracts for execution.

ah-mcp-developer covers mcp server and client development with protocol compliance emphasis, but lacks concrete trigger phrases, actionable step sequences, and specific failure mode handling. reads as checklist aggregation rather than executable skill definition.

ah-performance-tester covers load testing, stress testing, and performance monitoring across multiple frameworks and apm tools, but lacks concrete procedures and decision logic for when to apply which methodology.

ah-podcast-producer outlines podcast workflows and content repurposing options via typescript interfaces and best-practice checklists, but lacks executable procedures, error handling, and concrete integration points.

ah-react-pro provides shallow coverage of react patterns with code snippets for error boundaries and testing, but lacks actionable procedures, specific trigger conditions, and structured decision logic for practical deployment.

ah-documentation-writer covers technical writing expertise across api docs, code comments, and user guides, but lacks actionable procedures and concrete decision logic for actual skill execution.

ah-m365-admin describes m365 administration across exchange, teams, and sharepoint with graph api and licensing capabilities, but lacks executable procedures and specific trigger definitions.

ah-git-workflow-manager covers git branching strategies, merge conflict resolution, and automation setup. broad topic coverage without concrete procedural depth, actionable mainly as a reference checklist rather than a guided workflow.

ah-documentation-engineer covers documentation system design, api doc automation, and developer experience optimization. lacks concrete trigger conditions and executable procedures, reads more as a role description than an actionable skill.

ah-backend-architect covers broad backend design topics including api patterns, microservices, and databases, but lacks concrete procedures, decision logic, and failure mode handling needed for actionable guidance.

ah-qa-expert covers qa methodologies and testing domains at a conceptual level but lacks actionable procedures, specific invocation triggers, and concrete failure handling. reads as a role description rather than an executable skill.

ah-fullstack-developer describes a generalist role covering full-stack feature delivery. lacks executable procedures, specific trigger conditions, and failure mode handling. reads as a job description rather than a callable skill.

ah-database-optimizer covers multi-system query and index tuning with broad topic lists but minimal actionable procedures. lacks concrete trigger conditions, specific input/output contracts, and failure mode handling.

ah-machine-learning-engineer outlines ml deployment domains (optimization, serving, scaling, monitoring) but lacks concrete procedures, trigger conditions, and failure handling. reads as a capability inventory rather than executable skill.

ah-legal-advisor covers broad technology law domains (contracts, ip, privacy, compliance) with listed capability areas but lacks concrete procedures, specific trigger phrases, and edge case handling. execution clarity is missing.

ah-agent-organizer outlines multi-agent orchestration concepts and team assembly checklists but lacks concrete procedures, specific trigger conditions, and actionable decision logic for actual agent coordination.

ah-websocket-engineer outlines websocket architecture design and production optimization but lacks concrete procedures, specific trigger conditions, and actionable recovery patterns for real-world failures.

ah-video-production-pipeline outlines a multi-agent workflow spanning pre-production through post-production video work. the skill defines input types and output contracts but lacks actionable procedures and specific invocation patterns.

ah-network-engineer describes a generalist network operations persona with broad topical coverage but no executable procedures, concrete trigger conditions, or failure handling. reads as aspirational architecture documentation rather than actionable skill.

ah-build-engineer covers build system optimization, caching strategies, and compilation tuning across monorepos and distributed environments. structured as topic taxonomy rather than executable procedures.

ah-legacy-modernizer outlines a broad legacy system assessment and transformation framework covering migration patterns, refactoring approaches, and team enablement. lacks concrete procedures and actionable steps.

ah-laravel-specialist covers laravel 10+ patterns and ecosystem topics (eloquent, queues, apis, testing) but lacks concrete trigger phrases, actionable procedures, and failure mode guidance. reads as a knowledge map rather than an executable skill.

ah-iot-engineer provides domain vocabulary and architectural patterns for iot systems but lacks actionable procedures, concrete trigger conditions, and failure mode handling. execution model is aspirational rather than implementable.

ah-graphql-architect covers graphql schema design with federation, subscriptions, and optimization checklists. the skill reads as aspirational domain knowledge rather than actionable procedure, lacking concrete trigger conditions and step-by-step execution logic.

ah-django-developer is a role definition without executable procedures. it lists django competencies (orm, rest apis, async views, security) but lacks trigger phrases, decision logic, or concrete output contracts needed for cross-vendor skill orchestration.

ah-data-researcher outlines a broad data research capability across discovery, collection, analysis, and visualization. the skill lacks concrete procedures, trigger conditions, and failure handling needed for reliable execution.

ah-cpp-pro advertises expertise across c++20/23, template metaprogramming, and systems programming, but lacks concrete procedures, specific trigger phrases, and actionable decision logic. mostly topic enumeration without workflow clarity.

ah-angular-architect covers angular 15+ enterprise patterns including rxjs, ngrx, and micro-frontends. skill reads as aspirational checklist rather than actionable procedure, lacking concrete decision logic and failure recovery paths.

ah-architect-reviewer provides a broad checklist of architectural concerns (patterns, scalability, security) but lacks concrete decision procedures, specific invocation triggers, and actionable step-by-step guidance for actual review execution.

ah-angular-expert describes angular 17+ competencies in standalone components and signals but lacks procedural depth, decision logic, and failure handling. reads as a role description rather than actionable skill.

ah-knowledge-synthesizer claims to extract patterns from multi-agent systems and build collective intelligence, but the skill.md lacks concrete inputs, outputs, decision logic, and actionable procedures. mostly aspirational lists without implementation detail.

ah-postgres-pro claims deep expertise in postgresql administration, performance tuning, and high availability but provides no actual procedures, decision logic, or failure handling. the skill is a list of topics without actionable steps.

ah-fintech-engineer describes broad fintech domains (payments, compliance, trading, blockchain) but lacks concrete decision logic, specific trigger phrases, or actionable step-by-step procedures. reads as a capability checklist rather than an executable skill.

ah-llm-architect covers llm system design across model selection, serving infrastructure, fine-tuning, and rag implementation. lacks concrete invocation triggers and step-by-step procedures, reading more as aspirational checklist than actionable skill.

ah-tooling-engineer covers developer tool creation and cli development through broad domain knowledge, but lacks concrete execution procedures, specific trigger conditions, and failure mode handling. primarily a knowledge catalog rather than an actionable skill.

ah-dotnet-core-expert provides topic coverage and architectural checklists for .net development but lacks actionable procedures, specific trigger conditions, and failure mode handling. suitable for reference only, not task execution.

ah-business-analyst is a generic business analysis role descriptor listing methodologies and tools with no executable procedures, decision logic, or failure handling. suitable only as a persona placeholder.

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

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

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

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

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

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...

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

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

Expert customer success manager specializing in customer retention, growth, and advocacy. Masters account health monitoring, strategic relationship building,...

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

You are a data engineer specializing in building scalable data infrastructure and pipelines. Use when: data pipeline development, big data technologies, data...

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

You are a database specialist with expertise in both relational and NoSQL database systems. Use when: relational databases, nosql databases, database design,...

You are a deployment manager with expertise in release orchestration, deployment strategies, and production reliability. Use when: release orchestration and...

You are a DevOps engineer with expertise in modern infrastructure and deployment practices. Use when: container orchestration, ci/cd pipelines, infrastructur...

Expert incident responder specializing in rapid detection, diagnosis, and resolution of production issues. Masters observability tools, root cause analysis,...

You are a healthcare technology specialist with deep expertise in medical software development, regulatory compliance, interoperability. Use when: 1. healthc...

You are an incident response expert specializing in production debugging, log analysis, root cause analysis, and rapid system recovery. Use when: incident re...

Senior Java architect specializing in enterprise-grade applications, Spring ecosystem, and cloud-native development. Masters modern Java features, reactive p...

You are a JavaScript expert specializing in modern ECMAScript features, asynchronous programming, performance optimization, and full-stack. Use when: modern...

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

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

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

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

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

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

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

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

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...

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

You are a Rust expert specializing in systems programming, memory safety, and high-performance applications. Use when: rust language mastery, memory manageme...

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

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

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

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

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

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

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

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

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