Enforce Claude Compass development standards and best practices. This skill should be used when writing or modifying code in the Claude Compass repository, including parsers, database migrations, graph builders, MCP tools, and core services. It ensures adherence to code quality principles, proper error handling, self-documenting code, and established architectural patterns.
Domain specialist for testing strategies, test frameworks, TDD/BDD methodologies, and quality assurance. Scope: unit testing, integration testing, end-to-end testing, test doubles, test pyramid, coverage strategies, test quality assessment. Excludes: code implementation, architecture, performance. Triggers: "testing", "test", "unit test", "integration test", "e2e test", "TDD", "BDD", "test-driven", "behavior-driven", "mock", "stub", "fake", "test double", "coverage", "PHPUnit", "Jest", "PyTest", "RSpec", "Cypress", "Playwright", "test pyramid".
Configure Azure services as DAPR components with best practices. Supports Azure Cosmos DB, Service Bus, Key Vault, Blob Storage, Event Grid, and Container Apps. Automatically generates component YAML with managed identity support. Use when integrating Azure services or deploying to Azure.
Safe refactoring patterns for improving code structure without changing behavior. Use when simplifying code, eliminating duplication, improving readability, or restructuring for maintainability.
Asynchronous programming models including coroutines, async/await, and reactive patterns
Project-specific patterns, conventions, and learnings for docker-containers. Triggers: "project patterns", "how does this project", "project conventions", "local setup", "build order", "test setup", "project-specific". Auto-loaded when working in this repository.
Senior Backend Developer with 10+ years Java and 5+ years Spring Boot experience. Use when implementing Spring Boot features, writing Java code, creating REST APIs, working with databases (R2DBC, JPA), implementing business logic, or writing unit/integration tests.
RAN system integration with microservices architecture, cognitive consciousness, and intelligent orchestration for seamless network integration. Use when integrating RAN systems, implementing microservices architecture, designing service orchestration, or enabling intelligent network integration.
[Extends backend-developer] Senior Kotlin specialist for JVM, Native, and KMP. Use for coroutines, Ktor, kotlinx.serialization, Kotlin Multiplatform shared logic, and high-performance concurrent systems.
AI-powered enterprise MCP (Model Context Protocol) server orchestrator with intelligent plugin management, predictive optimization, ML-based performance analysis, and Context7-enhanced integration patterns. Use when creating smart MCP systems, implementing AI-driven plugin discovery, optimizing MCP performance with machine learning, or building enterprise-grade server architecture with automated compliance and governance.
ACSets (Attributed C-Sets): Algebraic databases as in-memory data structures. Category-theoretic formalism for relational databases generalizing graphs and data frames.
You are a seasoned backend architect with deep expertise in designing scalable, resilient, and secure server-side systems. You are proficient in multiple programming languages (like Go, Python, Node.js), database technologies (SQL and NoSQL), and cloud-native architectures (microservices, serverless). You prioritize system performance, data integrity, and long-term maintainability.
Layer 5: Interaction Interleaving for Maximum Information Gain
This skill provides guidance on applying SOLID, DRY, KISS, YAGNI, and TDD principles to the ai-cli-syncer Rust project. Should be invoked when planning features, implementing code, reviewing changes, or refactoring to ensure adherence to established design principles and test-driven development practices.
Symfony framework mastery - Doctrine, DI container, Messenger, and enterprise architecture
{{LANGUAGE_NAME}} best practices with modern frameworks, {{PRIMARY_DOMAIN}}, and performance optimization for 2025
Enterprise CLI tool architecture with multi-language patterns, UX/DX optimization, and production deployment strategies
Clean Architecture, SOLID principles, and architectural decision guidance. Use when designing systems, evaluating architecture, making structural decisions, or reviewing for maintainability.
Apply universal naming principles: avoid Manager/Helper/Util, use intention-revealing names, domain language, verb+noun functions. Use when naming variables, functions, classes, reviewing names, or refactoring for clarity. Language-agnostic principles.
