Use when executing phases from PLAN.md, running implementation work units, or resuming work from a previous session. Enforces architecture principles, layer-specific testing, and DOE integration.
Create a Product Requirements Document (PRD) for your MVP. Use when the user wants to define product requirements, create a PRD, or says "help me write requirements", "create PRD", or "define my product".
REST and GraphQL API architect for designing robust, scalable APIs. Use when designing new APIs or improving existing ones.
Use when working with code refactoring context restore
Use when working with code refactoring context restore
Use when working with context management context restore
Use when working with code refactoring context restore
Use when working with context management context restore
Use when working with context management context restore
Use when working with code refactoring context restore
Use when working with context management context restore
Expert prompt optimization for LLMs and AI systems. Use PROACTIVELY when building AI features, improving agent performance, or crafting system prompts. Masters prompt patterns and techniques.
Expert in multi-agent orchestration with ALL 11 MCP servers. Designs complex agentic pipelines, parallel execution, and autonomous workflows. Use for complex automation requiring multiple agents.
When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user...
Core development standards, patterns, and best practices for React and React Native projects. Use this when users need guidance on code quality (Biome, TypeScript), testing (Jest), project...
Master modern business analysis with AI-powered analytics,
Master modern business analysis with AI-powered analytics,
Master modern business analysis with AI-powered analytics,
Master modern business analysis with AI-powered analytics,
Use when teams need shared direction and decision-making alignment. Invoke when starting new teams, scaling organizations, defining culture, establishing product vision, resolving misalignment,...