aesthetic-analysisAnalyze and extract design patterns from visual examples. Deconstructs design systems, color palettes, typography, and layout principles from reference materials.
animated-message-composerCreate animated GIFs for messaging platforms. Generates animated content optimized for sharing in chat applications.
application-quality-assuranceTest web applications comprehensively for quality. Performs functional, integration, and user experience testing of web applications.
autonomous-agent-gamingBuild autonomous game-playing agents using AI and reinforcement learning. Covers game environments, agent decision-making, strategy development, and performance optimization. Use when creating game-playing bots, testing game AI, strategic decision-making systems, or game theory applications.
autonomous-cloud-orchestrationOrchestrate multi-service AWS workflows with autonomous agents. Coordinates across compute, storage, identity, and observability services for intelligent cloud automation.
backend-database-specialistProvide expert guidance on backend and database services. Advises on database design, APIs, authentication, and deployment.
branch-finalizationFinalize development branches for integration. Prepares branches for merging with cleanup, rebasing, and verification steps.
browser-automation-frameworkAutomate browser interactions and web testing. Provides scriptable browser control for web scraping, testing, and automation.
capability-activationActivate and leverage advanced capabilities effectively. Demonstrates how to use specialized tools and powerful features.
capability-architectCreate new capabilities and skills systematically. Architects, documents, and implements reusable skills with proper specifications.
capability-assessmentAssess and analyze developer skill growth and progression. Identifies capability gaps, learning paths, and mastery levels across technology domains.
capability-documentationDocument capabilities and skills comprehensively. Creates skill documentation with examples, specifications, and usage patterns.
chat-with-arxivBuild interactive chat agents for exploring and discussing academic research papers from ArXiv. Covers paper retrieval, content processing, question-answering, and research synthesis. Use when building research assistants, paper summarization tools, academic knowledge bases, or scientific literature
cloud-expense-managementMonitor, analyze, and optimize AWS cloud costs. Tracks spending patterns, identifies optimization opportunities, and manages budgets with alerts and recommendations.
collaborative-document-creationCollaborate on document creation and refinement. Merges contributions, manages versions, and produces unified documents from multiple sources.
collaborative-ideationFacilitate collaborative idea exploration and refinement. Guides through iterative questioning, design validation, and solution architecture before implementation.
component-interface-designDesign interfaces using component libraries and design systems. Creates cohesive UIs with pre-built accessible component primitives.
content-harvestExtract and parse article content from web sources. Retrieves text, metadata, and structured information from articles while preserving formatting and context.
creative-generation-agentBuild agents that generate creative content including music, memes, podcasts, and multimedia. Covers generative models, content synthesis, style transfer, and creative control. Use when building creative assistants, automated content creators, multimedia generators, or artistic AI systems.
data-organization-systemOrganize and categorize files into logical structures. Creates folder hierarchies, renames files systematically, and consolidates related data.
deep-research-agentBuild agents specialized in conducting thorough research, gathering information from multiple sources, and synthesizing findings. Covers research planning, source evaluation, and report generation. Use when automating market research, competitive analysis, literature reviews, or intelligence gatheri
delegated-developmentDrive development using delegated agent workflows. Coordinates multi-agent task execution with proper supervision and result integration.
deployment-automationAutomate deployment to Vercel platform. Manages deployment configuration, environment setup, and CI/CD integration.
design-system-generatorGenerate design systems and theme variations. Creates cohesive visual systems with color schemes, typography, and component styling.
diagnostic-analysisSystematically debug and diagnose issues methodically. Uses diagnostic techniques to identify root causes and implement fixes.
directive-synthesisSynthesize structured directives and command specifications. Creates executable instruction sets with proper syntax and parameter definitions.
discussion-intelligenceExtract insights and intelligence from meeting discussions. Identifies key decisions, action items, and patterns from meeting content.
distributed-task-executionDispatch and coordinate parallel agent execution. Manages concurrent task processing with result aggregation and error handling.
document-chat-interfaceBuild chat interfaces for querying documents using natural language. Extract information from PDFs, GitHub repositories, emails, and other sources. Use when creating interactive document Q&A systems, knowledge base chatbots, email search interfaces, or document exploration tools.
domain-naming-engineGenerate creative domain names and brand identifiers. Produces memorable, available domain suggestions with wordplay and semantic relevance.
ecommerce-platform-specialistProvide expert guidance on Shopify e-commerce platform. Advises on store setup, products, customization, and optimization.
event-driven-serverless-systemsBuild event-driven architectures on AWS serverless infrastructure. Designs event flows, integrates Lambda with event sources, and manages distributed systems.
feedback-applicationApply feedback and implement review suggestions. Incorporates reviewer comments into code changes systematically.
financial-analysis-agentCreate agents for financial analysis, investment research, and portfolio management. Covers financial data processing, risk analysis, and recommendation generation. Use when building investment analysis tools, robo-advisors, portfolio trackers, or financial intelligence systems.
financial-document-managementManage and organize financial documents and invoices. Categorizes, extracts information, and maintains financial records systematically.
genealogical-documentationPlan and document family history research systematically. Structures genealogical research with proper citations, evidence analysis, and organized family records.
generate-swagger-docsGenerate OpenAPI documentation from source code. Analyzes repository to automatically discover API endpoints and create swagger.json and interactive HTML documentation. Use when generating API docs, creating OpenAPI specs, documenting REST APIs, or analyzing API endpoints.
identity-frameworkDefine and document brand identity standards and guidelines. Establishes visual language, tone, messaging, and design principles for consistent brand expression.
infrastructure-code-synthesisSynthesize and generate AWS infrastructure as code using CDK. Creates composable infrastructure components and deployment patterns programmatically.
interactive-component-creatorBuild interactive web components and artifacts. Creates interactive UI elements, visualizations, and web-based applications.
knowledge-distributionShare and distribute skill knowledge and documentation. Publishes capabilities with examples, documentation, and integration guides.
legal-document-analyzerBuild agents for legal document analysis, contract review, and compliance checking. Handles document parsing, risk identification, and legal research. Use when creating contract analysis tools, legal research assistants, compliance checkers, or document review systems.
llm-fine-tuning-guideMaster fine-tuning of large language models for specific domains and tasks. Covers data preparation, training techniques, optimization strategies, and evaluation methods. Use when adapting models for specialized applications, reducing inference costs, or improving domain-specific performance.
market-intelligence-gatherGather and analyze competitive advertising campaigns. Extracts competitor ad content, messaging strategies, and market positioning information.
media-retrievalDownload and retrieve video content from sources. Extracts media files with proper format handling and metadata preservation.
media-transformationTransform and format media content creatively. Applies stylization and formatting transformations to various media types.
meeting-record-systemRecord and manage meeting notes with intelligence. Organizes meeting documentation with action items, decisions, and follow-ups.
mobile-app-interfaceDesign native iOS mobile app interfaces and components. Creates user-centric mobile designs following platform conventions and best practices.
mobile-platform-specialistProvide expert guidance on iOS development and design. Advises on platform capabilities, best practices, and architectural decisions.
multi-agent-orchestrationDesign and coordinate multi-agent systems where specialized agents work together to solve complex problems. Covers agent communication, task delegation, workflow orchestration, and result aggregation. Use when building coordinated agent teams, complex workflows, or systems requiring specialized expe
pattern-generatorGenerate algorithmic patterns and creative visualizations. Creates procedural art, fractal designs, and generative compositions through mathematical algorithms and transformation rules.
peer-review-initiatorRequest peer review with proper context and preparation. Structures review requests with clear description of changes and testing status.
plan-implementationExecute detailed implementation plans systematically. Breaks down planned tasks into actionable steps with progress tracking and milestone management.
planning-documentationDocument and communicate plans clearly. Structures implementation plans with tasks, decisions, and success criteria.
portable-document-handlerComprehensive PDF processing and manipulation. Creates, extracts, merges, splits, and transforms PDF documents with full format support.
presentation-builderCreate and edit presentation documents with full formatting. Handles slide creation, layouts, animations, and speaker notes programmatically.
prospect-investigationResearch and investigate business prospects and leads. Gathers company information, contact details, and qualification data for sales.
protocol-implementation-frameworkBuild Model Context Protocol servers and implementations. Creates protocol-compliant tools and integrations for AI-powered applications.
publication-converterConvert markdown documents to EPUB publication format. Transforms structured markdown into professionally formatted e-books.
quality-validationValidate quality before completing tasks. Performs verification checks, testing, and quality assurance before marking work complete.
rag-agent-builderBuild Retrieval-Augmented Generation (RAG) applications that combine LLM capabilities with external knowledge sources. Covers vector databases, embeddings, retrieval strategies, and response generation. Use when building document Q&A systems, knowledge base applications, enterprise search, or combin
release-notes-composerGenerate comprehensive release notes and changelogs. Compiles version history, feature descriptions, and breaking changes from commit information.
research-documentationResearch topics and produce comprehensive written documentation. Synthesizes information into clear, well-structured, authoritative content pieces.
research-managementManage research documentation in workspace platforms. Structures research findings, sources, and analysis in organized research databases.
review-recipientReceive and process code review feedback effectively. Applies suggestions, addresses comments, and iterates on implementation improvements.
selection-randomizerRandomly select winners and participants fairly. Implements randomized selection with optional weighting and fairness verification.
specification-executorExecute specifications from workspace platforms into implementation. Transforms documented specifications into actionable development tasks.
spreadsheet-processorProcess and manipulate spreadsheet documents. Creates, edits, analyzes, and transforms Excel files with formula and formatting support.
system-designDesign and architect software systems. Plans system components, interactions, and deployment patterns for scalability and maintainability.
team-communicationCreate effective internal team communications. Drafts newsletters, announcements, and messages that inform and engage team members.
user-interface-designerDesign user-centric interfaces for web applications. Creates wireframes, visual designs, and interactive prototypes with usability focus.
validation-first-approachDevelop software with validation requirements first. Emphasizes writing tests before implementation to guide design decisions.
video-archival-systemDownload and archive YouTube video content. Retrieves videos with metadata while respecting platform policies.
visual-compositionDesign visual layouts and compositions for web and print. Creates balanced designs with typography, color, and spacing principles applied consistently.
visual-quality-improverEnhance and improve image quality and visual content. Applies enhancement techniques, color correction, and optimization transformations.
voice-ai-integrationBuild voice-enabled AI applications with speech recognition, text-to-speech, and voice-based interactions. Supports multiple voice providers and real-time processing. Use when creating voice assistants, voice-controlled applications, audio interfaces, or hands-free AI systems.
web-interface-architectArchitect and design web application interfaces. Plans component systems, interaction flows, and responsive layouts for web platforms.
word-document-processorComprehensive word document processing with full format support. Handles creation, editing, formatting preservation, tracked changes, and metadata management.
workspace-documentationCapture and organize knowledge in workspace platforms. Structures information into wikis, databases, and connected knowledge graphs.
workspace-isolationUse Git worktrees for isolated work environments. Creates separate working directories for parallel development on different branches.