Run systematic growth experiments to increase acquisition, activation, retention, and revenue. Use when optimizing...
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Expert in IoT development, microcontrollers, sensors, and MQTT protocols
Design, build, and maintain comprehensive knowledge bases. Bridges document-based (RAG) and entity-based (graph)...
Design and build knowledge graphs. Use when modeling complex relationships, building semantic search, or creating...
Expert in live streaming, WebRTC, and real-time video/audio
Expert in internationalization (i18n), multi-language support, and localization
Auto-generate capability manifests from skill/MCP descriptions using Codex-powered semantic analysis and structured...
Expert in React Native, Expo, and cross-platform mobile development
Design and orchestrate multi-agent systems. Use when building complex AI systems requiring specialization, parallel...
Rapid MVP development and feature prioritization for fast product validation. Use when building minimum viable...
Plan multi-step workflows using capability graph and Codex-powered goal decomposition with HTN-style hierarchical...
Optimize application performance and scalability. Use when investigating slow applications, scaling bottlenecks, or...
Design and optimize pricing strategies for SaaS products including tiering, packaging, value metrics, and...
Track user metrics and provide data-driven insights for product decisions. Use when measuring product health,...
Measure what matters with proper event tracking, funnels, cohorts, and metrics. Use when setting up analytics,...
Validate product-market fit and strategic direction. Use when defining new products, validating problem-solution...
Create interactive prototypes, design user flows, implement prototype testing strategies, and manage handoff to...
Guides creation of Product Requirements Prompts (PRPs) - comprehensive requirement documents that serve as the...
Comprehensive quality assurance combining testing strategy, code quality enforcement, and validation gates....
Comprehensive quality auditing and evaluation of tools, frameworks, and systems against industry best practices with...
Implement retrieval-augmented generation systems. Use when building knowledge-intensive applications, document...
Ship features safely with progressive rollouts, feature flags, and canary deployments. Use when deploying risky...
Comprehensive security architecture combining threat modeling, security-first design, secure coding review, and...
Implement security best practices across the application stack. Use when securing APIs, implementing authentication,...