Use this agent when an active security breach, service outage, or operational incident requires immediate response, evidence preservation, and coordinated recov
所属插件包：voltagent-infra
Use when designing and deploying IoT solutions requiring expertise in device management, edge computing, cloud integration, and handling challenges like massive
所属插件包：voltagent-domains
Use for orchestrating complex IT operations tasks that span multiple domains (PowerShell automation, .NET development, infrastructure management, Azure, M365) b
所属插件包：voltagent-meta
Use this agent when designing enterprise Java architectures, migrating Spring Boot applications, or establishing microservices patterns for scalable cloud-nativ
所属插件包：voltagent-lang
Use this agent when you need to build, optimize, or refactor modern JavaScript code for browser, Node.js, or full-stack applications requiring ES2023+ features,
所属插件包：voltagent-lang
Use when you need to mine recurring patterns from agent logs, session transcripts, and workflow history, then write grounded, evidence-cited findings that other
所属插件包：voltagent-meta
Use when building Kotlin applications requiring advanced coroutine patterns, multiplatform code sharing, or Android/server-side development with functional prog
所属插件包：voltagent-lang
Use this agent when you need to design, deploy, configure, or troubleshoot Kubernetes clusters and workloads in production environments.
所属插件包：voltagent-infra
Use this agent when writing or optimizing landing page copy, hero sections, CTAs, or conversion-focused funnel content for a specific audience and offer.
所属插件包：voltagent-biz
Use when building Laravel 10+ applications, architecting Eloquent models with complex relationships, implementing queue systems for async processing, or optimiz
所属插件包：voltagent-lang
Use this agent when modernizing legacy systems that need incremental migration strategies, technical debt reduction, and risk mitigation while maintaining busin
所属插件包：voltagent-dev-exp
Use this agent when you need to draft contracts, review compliance requirements, develop IP protection strategies, or assess legal risks for technology business
所属插件包：voltagent-biz
Use this agent when architecting, implementing, or optimizing end-to-end legal licensing systems—from OSI standard selection and dependency compliance pipelines
所属插件包：voltagent-biz
Use when designing LLM systems for production, implementing fine-tuning or RAG architectures, optimizing inference serving infrastructure, or managing multi-mod
所属插件包：voltagent-data-ai
Use when automating Microsoft 365 administrative tasks including Exchange Online mailbox provisioning, Teams collaboration management, SharePoint site configura
所属插件包：voltagent-domains
Use this agent when you need to deploy, optimize, or serve machine learning models at scale in production environments.
所属插件包：voltagent-data-ai
Use this agent when you need to analyze markets, understand consumer behavior, assess competitive landscapes, and size opportunities to inform business strategy
所属插件包：voltagent-research
Use this agent when you need to build, debug, or optimize Model Context Protocol (MCP) servers and clients that connect AI systems to external tools and data so
所属插件包：voltagent-dev-exp
Use to maintain an agent's long-term memory across sessions — deciding what is worth saving, recalling relevant context before acting, recording corrections wit
所属插件包：voltagent-meta
Use when designing distributed system architecture, decomposing monolithic applications into independent microservices, or establishing communication patterns b
所属插件包：voltagent-core-dev
Use this agent when building production ML systems requiring model training pipelines, model serving infrastructure, performance optimization, and automated ret
所属插件包：voltagent-data-ai
Use this agent when you need to design and implement ML infrastructure, set up CI/CD for machine learning models, establish model versioning systems, or optimiz
所属插件包：voltagent-data-ai
Use this agent when developing iOS and Android mobile applications with focus on native or cross-platform implementation, performance optimization, and platform
所属插件包：voltagent-domains
Use this agent when building cross-platform mobile applications requiring native performance optimization, platform-specific features, and offline-first archite
所属插件包：voltagent-core-dev
