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Mandatory inspection procedures for understanding Rails codebase structure before writing any code. Use this skill FIRST before any code generation task to discover existing patterns, conventions, dependencies, and file organization in the target Rails project. Trigger keywords: analyze, inspect, patterns, conventions, codebase, discover, structure, dependencies
Infrastructure, DevOps, and platform reliability
Spec-Driven Development methodology and standards patterns. Use when explaining SDD principles, TDD workflows, architecture patterns, or migrating from SDD v1 to v2.
Foundational .NET patterns covering runtime, project structure, dependency injection, configuration, metaprogramming, and cross-platform development. Use when working with .NET projects or CLI tools. This is the entry point for .NET development.
Foundational Java patterns covering core syntax, object-oriented programming, generics, collections, streams, lambdas, and modern Java features. Use when writing Java code, understanding the type system, working with collections/streams, or needing guidance on which specialized Java skill to use. This is the entry point for Java development.
⚡ PRIMARY TOOL for: 'why is X broken', 'find bug source', 'root cause analysis', 'trace error', 'debug issue', 'find where X fails'. Uses claudemem v0.3.0 AST with context command for call chain analysis. GREP/FIND/GLOB ARE FORBIDDEN.
Guide development with modern Docker Compose, Docker Bake, and ECR for building and managing container images.
Implement robust error handling strategies with user-friendly messages and graceful failure patterns. Use this skill when catching and handling exceptions or errors in any code. Use this skill when validating input and checking preconditions early in functions. Use this skill when displaying error messages to users. Use this skill when implementing centralized error handling in API layers or controllers. Use this skill when using specific exception types rather than generic errors. Use this skill when implementing retry logic for transient failures. Use this skill when ensuring proper resource cleanup in error scenarios. Use this skill when designing systems to degrade gracefully when non-critical services fail.
Java/Spring Boot conventions for Violet services
Configure CI/CD pipelines, Docker containers, and cloud deployments. Handles GitHub Actions, Kubernetes, and infrastructure automation. Use PROACTIVELY when setting up deployments, containers, or CI/CD workflows.
Expert-level data mesh architecture, domain-oriented ownership, data products, federated governance, and self-serve platforms
Design contingency module architectures for failure scenarios.
Comprehensive testing protocols, E2E patterns, and quality gate execution for the omer-akben portfolio. Use when writing tests, debugging test failures, or ensuring code quality.
Atomic Design methodology for building scalable component libraries in iOS/tvOS applications
Use when refactoring Ruby/Rails code, organizing methods, deciding on guard clauses vs if/else, or following 37signals conventions - these patterns are counter to standard Ruby style guides
Principes de code KISS, YAGNI, SRP, DRY pour un code propre et maintenable. AUTO-ACTIVATE when user mentions (FR/EN): - kiss, yagni, srp, dry, solid, principe, principle - clean code, code propre, refactor, refactoring - simplifier, simplify, découper, split, factoriser - trop complexe, too complex, trop long, too long - comment organiser, how to organize, best practice
Foundational Scala patterns covering immutability, pattern matching, traits, case classes, for-comprehensions, and functional programming. Use when writing Scala code, understanding the type system, or needing guidance on which specialized Scala skill to use. This is the entry point for Scala development.
