Complex coding tasks require multiple iterations and coordinated changes across files. This skill spawns autonomous agents that work through a structured plan with built-in review gates. The swarm completes multi-step development work without constant back-and-forth interaction.

Building LLM applications without proper architecture leads to wasted time and resources. This skill provides battle-tested patterns from production systems like Karpathy's HN Time Capsule and Vercel's d0 agent.

Single-agent systems face context limits, sequential processing bottlenecks, and inflexible tool configurations. This skill provides patterns for distributing work across multiple AI agents with explicit coordination, handoff protocols, and failure handling.

Long agent sessions generate millions of tokens that exceed context limits. This skill provides structured compression strategies that reduce token usage while preserving file paths, error messages, and decisions so agents can continue working without re-fetching information.

This skill helps developers build, deploy, and manage AI agents and models in Microsoft Azure AI Foundry. It provides comprehensive workflows for agent creation, model deployment, capacity planning, RBAC management, and troubleshooting.

Developers need consistent TypeScript and JavaScript code that follows project conventions. This skill provides coding guidelines, linting commands, and testing workflows for writing maintainable code in Metabase projects.

Manual code reviews are time-consuming and inconsistent. This skill automates code review by checking TypeScript and JavaScript changes against project standards, identifying style violations, type errors, and quality issues automatically.

Clojure development can feel unfamiliar without REPL-driven workflows and proper conventions. This skill provides step-by-step guidance for bottom-up development, functional programming patterns, and critical editing rules to write correct Clojure code.

This skill helps developers review Clojure and ClojureScript code changes against Metabase coding standards. It checks for style violations, code quality issues, and compliance with established conventions.

Metabase API endpoints need validation schemas for type safety and error handling. This skill provides step-by-step guidance for adding Malli schemas to route parameters, query parameters, request bodies, and response structures with proper patterns and conventions.

This skill provides comprehensive documentation for building ChatGPT apps with interactive widgets using mcp-use and OpenAI Apps SDK. It guides developers through architecture, setup, implementation, and advanced patterns for creating rich, interactive ChatGPT experiences.

External services and APIs cannot be directly accessed by Claude Code plugins. Model Context Protocol enables structured integration with databases, cloud services, and custom tools. Connect MCP servers to expose external capabilities as Claude Code tools.

Creating MCP servers requires understanding protocol design, tool patterns, and testing strategies. This guide provides step-by-step instructions for building production-ready MCP servers in Python or TypeScript that integrate seamlessly with Claude and other LLM platforms.

Mastra is a TypeScript framework for building AI agents and workflows. This skill provides comprehensive documentation lookup strategies and code patterns to ensure you use current APIs and avoid common errors.

Frontend code reviews help developers catch bugs and anti-patterns before deployment. This skill provides automated checklist-based reviews for TypeScript, JavaScript, TSX, and JSX files using industry best practices.

Complex React components become hard to test and maintain. This skill provides patterns and workflows to refactor high-complexity components by extracting hooks, splitting sub-components, and applying Dify-specific conventions.

Creating AI skills from scratch requires understanding structure, best practices, and validation. This skill provides step-by-step guidance and automated tools to build, scaffold, and validate skills for any domain or workflow.

Test suites accumulate technical debt over time. Disabled tests lose context, Neovim exclusions lack documentation, and test content becomes meaningless. This skill helps maintainers systematically review disabled tests, document exclusion reasons, and improve test readability.

Get expert Laravel development assistance for Eloquent ORM, REST APIs, queue systems, and Livewire components. The skill provides senior-level guidance for building scalable PHP applications.

Building mobile applications across iOS, Android, and web requires deep expertise in Flutter, state management, and platform-specific implementations. This skill provides comprehensive guidance for Flutter 3+ development with Riverpod, Bloc, and GoRouter patterns.