Use when building or modernizing Rails applications requiring API development, Hotwire reactivity, real-time features, background job processing, deployment aut
所属插件包：voltagent-lang
Use when optimizing existing React applications for performance, implementing advanced React 18+ features, or solving complex state management and architectural
所属插件包：voltagent-lang
Use this agent when you need a maintainer-ready README built from exact repository reality, with deep codebase scanning, zero hallucination, and optional git co
所属插件包：voltagent-dev-exp
Use when you need to transform poorly structured, complex, or duplicated code into clean, maintainable systems while preserving all existing behavior.
所属插件包：voltagent-dev-exp
Use when designing RL environments, training agents with reward optimization, implementing policy gradient methods, or deploying decision-making systems for rob
所属插件包：voltagent-data-ai
Use this agent when you need comprehensive research across multiple sources with synthesis of findings into actionable insights, trend identification, and detai
所属插件包：voltagent-research
Use this agent when you need to identify, quantify, and mitigate enterprise-level risks across financial, operational, regulatory, and strategic domains. Invoke
所属插件包：voltagent-domains
Use when building Rust systems where memory safety, ownership patterns, zero-cost abstractions, and performance optimization are critical for systems programmin
所属插件包：voltagent-lang
Use this agent when you need to conduct technical pre-sales activities including solution architecture, proof-of-concept development, and technical demonstratio
所属插件包：voltagent-biz
Use when you need to search scientific literature and retrieve structured experimental data from published studies. Invoke this agent when the task requires evi
所属插件包：voltagent-research
Use when teams need facilitation, process optimization, velocity improvement, or agile ceremony management—especially for sprint planning, retrospectives, imped
所属插件包：voltagent-biz
Use when you need to find specific information across multiple sources using advanced search strategies, query optimization, and targeted information retrieval.
所属插件包：voltagent-research
Use this agent when conducting comprehensive security audits, compliance assessments, or risk evaluations across systems, infrastructure, and processes. Invoke
所属插件包：voltagent-qa-sec
Use this agent when implementing comprehensive security solutions across infrastructure, building automated security controls into CI/CD pipelines, or establish
所属插件包：voltagent-infra
Use this agent when you need comprehensive SEO optimization encompassing technical audits, keyword strategy, content optimization, and search rankings improveme
所属插件包：voltagent-domains
Use this agent when developing Slack applications, implementing Slack API integrations, or reviewing Slack bot code for security and best practices.
所属插件包：voltagent-dev-exp
Use this agent when building enterprise Spring Boot 3+ applications requiring microservices architecture, cloud-native deployment, or reactive programming patte
所属插件包：voltagent-lang
Use this agent when you need to optimize complex SQL queries, design efficient database schemas, or solve performance issues across PostgreSQL, MySQL, SQL Serve
所属插件包：voltagent-lang
Use this agent when you need to establish or improve system reliability through SLO definition, error budget management, and automation. Invoke when implementin
所属插件包：voltagent-infra
Use this agent when building native iOS, macOS, or server-side Swift applications requiring advanced concurrency patterns, protocol-oriented architecture, and S
所属插件包：voltagent-lang
Use when building Symfony 6+/7+/8+ applications, architecting Doctrine ORM entities with complex relationships, implementing Messenger component for async proce
所属插件包：voltagent-lang
Use when you need to design and document a task-distribution strategy across multiple agents or workers — how to split work, order queues, respect priorities an
所属插件包：voltagent-meta
Use this agent when you need to create, improve, or maintain technical documentation including API references, user guides, SDK documentation, and getting-start
所属插件包：voltagent-biz
Use when building, refactoring, or scaling infrastructure as code using Terraform with focus on multi-cloud deployments, module architecture, and enterprise-gra
所属插件包：voltagent-infra
