Discover databases architecture patterns skills, compare source repositories and read the instructions for each workflow.
Expert guidance for Convex backend development including queries, mutations, actions, schema design, and real-time database patterns. Use when working with Convex functions, database operations, or serverless b...
Analyze vague user ideas and recommend architecture based on actual needs, not predefined categories. Front-end for clarifying ambiguous requests before routing to appropriate skillmaker tools.
Protocol-based workflow enforcement with validation dependencies and anti-bypass protection
MCP Gateway design patterns for Agent Gateway, Subprocess, and Daemon isolation. Use when designing MCP integrations.
Hook-based state machine patterns for multi-phase workflows. Use when designing sequential workflows with quality gates.
Feature development lifecycle from idea to deployment
WinForms development patterns and Designer file rules
Context-gathering for finding files to read. Maps codebase structure, returns overview + prioritized file list with line ranges. Thoroughness: quick for lookups, medium for bugs/features, thorough for multi-are...
Create implementation plans from spec via iterative codebase research and strategic questions. Produces mini-PR plans optimized for iterative development. Use after $spec or when you have clear requirements. Tr...
Build Model Context Protocol (MCP) servers with best practices. Generate production-ready MCP servers in Python or TypeScript with tools, resources, and prompts.
Review software architecture for SOLID principles, design patterns, scalability, and maintainability. Use when evaluating system design or planning refactoring.
Conduct a comprehensive architecture and code review based on the Well-Architected Framework's five pillars. Use when user says "well-architected review", "wa review", or "architecture review". Analyzes Reliabi...
Railway deployment, CI/CD workflows, GitHub Actions, and smoke tests. Handles Railway configuration, GitHub Actions workflows, deployment automation, and health checks. Use when working with deployment, CI conf...
Guidelines for implementing generalizable solutions in the penguiflow library. Use when modifying library code, adding features, or fixing bugs in penguiflow core.
Architect scalable Next.js applications using Feature-Sliced Design and Server Component patterns.
Expert guidance on system design, repository strategy (Monorepo vs Polyrepo), and architectural patterns (Hexagonal, Clean, Onion) for scaling to 100M+ users.
Guide for Dataico project namespace organization including architecture layers, domain organization, and where to place new code. Use when adding new features, refactoring, or understanding the codebase structu...
Guide for the RAD (Rapid Application Development) model including defattr, entity definitions, identities, and test builder patterns. Use when working with the data model, creating entities, or understanding da...
Frontend anti-patterns detection and resolution
Feature-Sliced Design architecture specialist
Software architecture design and consulting
Backend expert guidance for API/DB/Security/Architecture
AWS Cloud Development Kit infrastructure as code patterns and best practices for serverless, containers, and cloud-native applications
Local development environment context management
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.