enterprise-ai-patterns
Production-grade AI architecture patterns for enterprise - security, governance, scalability, and operational excellence
Discover databases architecture patterns skills, compare source repositories and read the instructions for each workflow.
Production-grade AI architecture patterns for enterprise - security, governance, scalability, and operational excellence
Patterns for multi-agent coordination, task decomposition, handoffs, and workflow orchestration. Best practices for building and managing agent systems.
Runs Breakdown CLI examples for user-perspective verification. Use when testing Breakdown as a real user would, verifying use cases work correctly, checking environment-related issues, running example scripts (...
Current best practices for Model Context Protocol server design, implementation, and integration. Updated patterns for 2025 MCP ecosystem including multi-server orchestration, security, and performance.
Patterns for multi-agent coordination, task decomposition, handoffs, and workflow orchestration. Best practices for building and managing agent systems.
Production-grade AI architecture patterns for enterprise - security, governance, scalability, and operational excellence
Documentation standards and patterns
Ecommerce integration patterns and decomposer/composer
System architecture and technical design
Infrastructure, DevOps, and platform reliability
Validates technical feasibility and designs architecture
Structured root cause analysis methodology with three-test isolation and prevention analysis
Java/Spring Boot conventions for Violet services
Server-side implementation and APIs
Python conventions for SDKs and MCP servers
Three-tier system for documenting code patterns to optimize token usage
CSS authoring guidance emphasizing web standards, accessibility, and performance. Use when writing, reviewing, or refactoring CSS. Provides patterns, snippets, and conventions that prioritize native CSS over fr...
Orchestrator skill for creating a complete CRUD resource with all layers. Use when creating a new domain entity like notes, users, or courses from scratch. Triggers on "create resource", "new entity", "add crud...
Create repository interface for data access abstraction. Use when adding a new resource that needs database operations, defining CRUD interface, or setting up repository pattern. Triggers on "new repository", "...
Create a utility service for cross-cutting concerns. Use when creating services for authentication, authorization, email, notifications, or other shared functionality that doesn't directly map to a domain entit...
Create a resource service for CRUD operations on domain entities. Use when creating services for entities like notes, users, courses that need data operations, authorization, and event emission. Triggers on "re...
Master backend development with Node.js, Python, Java, Go, Rust, API design, databases, and microservices. Use when building APIs, designing systems, or learning backend frameworks.
Master DevOps, cloud infrastructure, containerization, CI/CD, Kubernetes, and infrastructure as code. Use when deploying applications, setting up infrastructure, or managing cloud services.
Master Rust's Result, Option, and error handling patterns
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