Skill UI

This skill provides methodologies for designing sophisticated, layered memory architectures for AI agents. It moves beyond simple context windows and basic vector stores by incorporating short-term, long-term, and graph-based memory systems. Implementing this is crucial for agents that require persistence across sessions, maintaining complex entity consistency, and performing advanced, relationship-driven reasoning over accumulated knowledge bases, including time-aware fact tracking.

Specializes in creating professional Mermaid diagrams including flowcharts, sequence diagrams, ERDs, and architecture visualizations. Ensures clear syntax, consistent styling, and accessibility for technical documentation and system design workflows.

This skill provides a comprehensive framework for mastering microservices architecture patterns. It covers critical aspects of building robust, distributed systems, including defining service boundaries (Domain-Driven Design), managing inter-service communication, handling distributed data transactions, and implementing various resilience patterns (e.g., circuit breaker, circuit breaker). It is essential for large-scale system decomposition.

Master Minecraft server plugin development using Bukkit, Spigot, and Paper APIs. Covers event-driven architecture, performance optimization, internal mechanics, and ecosystem integration for Java-based server plugins.

Expert in building production machine learning systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Covers model serving, feature engineering, training optimization, MLOps, monitoring, and deployment in production environments.

Expert MLOps engineer specializing in building scalable ML infrastructure and automation pipelines. Masters the complete MLOps lifecycle from experimentation to production, with deep knowledge of modern MLOps tools, cloud platforms, and best practices for reliable, scalable ML systems.

A comprehensive mobile design skill enforcing mobile-first, touch-first, platform-respectful principles. It includes a feasibility risk index, mandatory thinking before work, reference reading requirements, and hard bans on performance, UX, and security anti-patterns. Ideal for designing or building mobile apps with optimal user experience and performance.

MONOPOLY acts as a senior system design engineer to architect, review, and scale resilient backend systems. It guides on databases, microservices, caching, scaling, and infrastructure design, with design, review, scale, interview, and explain modes.

This skill specializes in designing and managing monorepo architectures for large-scale software development. It covers build systems like Nx, Turborepo, Bazel, and Lerna to optimize multi-project workflows. Use it for setting up new repositories, migrating from polyrepos, optimizing CI/CD pipelines, and managing dependencies across multiple applications efficiently.

This skill helps developers create custom external web service APIs for Moodle LMS. It covers following Moodle's API framework and coding standards, enabling integration with external applications, mobile backends, and course management systems using PHP.

This skill simulates a highly advanced 'Board of Experts,' consulting multiple specialized personas (e.g., Musk, Buffett, Jobs) simultaneously. It gathers distinct, multi-perspective analyses on any complex topic—from engineering feasibility to market strategy—and synthesizes them into a single, comprehensive, and actionable decision. Ideal for complex strategic planning, product development, and high-stakes investment decisions.

Design and optimize production-grade multi-agent systems using LangGraph, LangChain, and DeepAgents. Provides structured workflows for creating supervisor, planner, researcher, coder, and validator agents with memory and tool-calling pipelines.