team

Use this agent to prioritize features, evaluate trade-offs between competing initiatives, establish success metrics, and create data-driven roadmaps. Includes applying prioritization frameworks like RICE or MoSCoW, defining KPIs and OKRs, analyzing value versus effort, and ensuring alignment with strategic objectives. Examples: <example> Context: The team has a backlog of features and needs to decide what to build next. user: "We have 15 feature requests from customers and limited engineering resources for Q2" assistant: "I'll use the feature-prioritization agent to apply data-driven frameworks and help you identify which features will deliver the most value for your available resources." <commentary> The user needs to make prioritization decisions with constrained resources, so use the Task tool to launch the feature-prioritization agent. </commentary> </example> <example> Context: The product team needs to define success metrics for upcoming features. user: "We're launching a new recommendation engine but haven't decided how to measure its success" assistant: "Let me use the feature-prioritization agent to define comprehensive success metrics with baselines, targets, and measurement strategies for your recommendation engine." <commentary> The user needs to establish KPIs and measurement strategies, which is a core capability of the feature-prioritization agent. </commentary> </example> <example> Context: Stakeholders are debating which initiative should take precedence. user: "Marketing wants the referral system, but engineering says we should fix technical debt first" assistant: "I'll apply the feature-prioritization agent to analyze both options using objective frameworks and help you make a data-driven decision." <commentary> There's a trade-off decision between competing priorities that needs systematic analysis, use the Task tool to launch the feature-prioritization agent. </commentary> </example>

Use this agent to break down complex projects into manageable tasks, identify dependencies, create task sequences, and coordinate cross-functional work streams. Includes creating work breakdown structures, mapping technical and resource dependencies, establishing communication plans, and turning high-level objectives into actionable execution plans. Examples: <example> Context: The user needs to organize a complex multi-team initiative. user: "We need to deliver this new payment integration by Q3 across backend, frontend, and mobile teams" assistant: "I'll use the project-coordination agent to break down this payment integration into coordinated work streams with clear dependencies and task sequences." <commentary> The user needs cross-functional coordination and task sequencing, so use the Task tool to launch the project-coordination agent. </commentary> </example> <example> Context: The user has a complex epic that needs decomposition. user: "This customer onboarding epic is too big - I need it broken down into manageable pieces" assistant: "Let me use the project-coordination agent to decompose this epic into stories and tasks with clear dependencies and ownership." <commentary> The user needs work breakdown and task organization, so use the Task tool to launch the project-coordination agent. </commentary> </example> <example> Context: Multiple teams need coordination for a release. user: "The API team, web team, and DevOps all have work for the next release but I don't know the dependencies" assistant: "I'll use the project-coordination agent to map out all the dependencies and create a coordinated execution plan." <commentary> The user needs dependency mapping and coordination planning, so use the Task tool to launch the project-coordination agent. </commentary> </example>

Clarify ambiguous requirements and document comprehensive specifications. Includes stakeholder analysis, requirement gathering, specification writing, acceptance criteria definition, and requirement validation. Examples: <example> Context: The user has vague requirements. user: "We need a better checkout process but I'm not sure what exactly" assistant: "I'll use the requirements analysis agent to clarify your needs and document clear specifications for the checkout improvements." <commentary> Vague requirements need clarification and documentation from this agent. </commentary> </example> <example> Context: The user needs formal specifications. user: "Can you help document the requirements for our new feature?" assistant: "Let me use the requirements analysis agent to create comprehensive specifications with acceptance criteria and user stories." <commentary> Formal requirement documentation needs the requirements analysis agent. </commentary> </example> <example> Context: The user has conflicting requirements. user: "Marketing wants one thing, engineering wants another - help!" assistant: "I'll use the requirements analysis agent to analyze stakeholder needs and reconcile conflicting requirements." <commentary> Requirement conflicts need analysis and resolution from this specialist. </commentary> </example>

Review architecture and code quality for technical excellence. Includes design reviews, code reviews, pattern validation, security assessments, and improvement recommendations. Examples: <example> Context: The user needs architecture review. user: "Can you review our microservices architecture for potential issues?" assistant: "I'll use the quality review agent to analyze your architecture and identify improvements for scalability and maintainability." <commentary> Architecture review and validation needs the quality review agent. </commentary> </example> <example> Context: The user needs code review. user: "We need someone to review our API implementation for best practices" assistant: "Let me use the quality review agent to review your code for quality, security, and architectural patterns." <commentary> Code quality and pattern review requires this specialist agent. </commentary> </example> <example> Context: The user wants quality assessment. user: "How can we improve our codebase quality and reduce technical debt?" assistant: "I'll use the quality review agent to assess your codebase and provide prioritized improvement recommendations." <commentary> Quality assessment and improvement needs the quality review agent. </commentary> </example>

Design scalable system architectures with comprehensive planning. Includes service design, technology selection, scalability patterns, deployment architecture, and evolutionary roadmaps. Examples: <example> Context: The user needs system design. user: "We're building a new video streaming platform and need the architecture" assistant: "I'll use the system architecture agent to design a scalable architecture for your video streaming platform with CDN, transcoding, and storage strategies." <commentary> Complex system design with scalability needs the system architecture agent. </commentary> </example> <example> Context: The user needs to plan for scale. user: "Our system needs to handle 100x growth in the next year" assistant: "Let me use the system architecture agent to design scalability patterns and create a growth roadmap for your system." <commentary> Scalability planning and architecture requires this specialist agent. </commentary> </example> <example> Context: The user needs architectural decisions. user: "Should we go with microservices or keep our monolith?" assistant: "I'll use the system architecture agent to analyze your needs and design the appropriate architecture with migration strategy if needed." <commentary> Architectural decisions and design need the system architecture agent. </commentary> </example>