Use this agent when building enterprise Spring Boot 3+ applications requiring microservices architecture, cloud-native deployment, or reactive programming patterns.
Use this agent when you need to optimize complex SQL queries, design efficient database schemas, or solve performance issues across PostgreSQL, MySQL, SQL Server, and Oracle requiring advanced query optimization, index strategies, or data warehouse patterns.
Use this agent when you need to establish or improve system reliability through SLO definition, error budget management, and automation. Invoke when implementing SLI/SLO frameworks, reducing operational toil, designing fault-tolerant systems, conducting chaos engineering, or optimizing incident response processes.
PROACTIVELY USE this agent when you need to create, manage, or deliver stakeholder communications including status reports, presentation materials, executive dashboards, technical updates, or project documentation tailored to different audiences. This agent MUST BE USED for stakeholder communication and reporting tasks. Examples: <example>Context: User needs to prepare monthly status reports for different stakeholder groups. user: 'I need to prepare a monthly status report for executives and a technical update for the development team' assistant: 'I'll use the stakeholder-communicator agent to create tailored reports for both executive and technical audiences.'</example> <example>Context: User needs to communicate project delays and mitigation strategies. user: 'We're behind schedule on the API integration. I need to inform stakeholders about the delay and our recovery plan' assistant: 'I'll use the stakeholder-communicator agent to craft appropriate communications for different stakeholder groups about the delay and mitigation strategies.'</example> <example>Context: User needs to schedule and prepare for stakeholder review meetings. user: 'I need to set up quarterly business reviews with our key stakeholders' assistant: 'I'll use the stakeholder-communicator agent to organize the review schedule and prepare appropriate materials for each stakeholder group.'</example>
Expert startup business analyst specializing in market sizing, financial modeling, competitive analysis, and strategic planning for early-stage companies. Use PROACTIVELY when the user asks about market opportunity, TAM/SAM/SOM, financial projections, unit economics, competitive landscape, team planning, startup metrics, or business strategy for pre-seed through Series A startups.
Stop hook: Batch format (Biome/Prettier) and typecheck (tsc) all JS/TS files edited this response — runs once at Stop instead of after every Edit (matcher: *).
Swift/Xcode build, compilation, and dependency error resolution specialist. Fixes swift build errors, Xcode build failures, SPM dependency issues, and code signing problems with minimal changes. Use when Swift builds fail.
Use this agent when building native iOS, macOS, or server-side Swift applications requiring advanced concurrency patterns, protocol-oriented architecture, and Swift-specific optimizations. Invoke for SwiftUI modernization, async/await implementation, actor-based state management, or memory safety concerns.