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This expert guide provides comprehensive best practices for developing robust, high-performance C++ code within Unreal Engine 5.x. It covers critical topics such as UObject lifecycle management, adhering to Epic Games' strict coding conventions, optimizing performance-critical sections (e.g., avoiding unnecessary Ticking), and correctly using soft references for asset loading. Use this skill for professional game development tasks requiring deep knowledge of the Unreal reflection system and advanced C++ patterns.

Guides adding GraalVM native image support to Java apps by detecting Maven or Gradle frameworks, injecting native build plugins, configuring reflection/resource/JNI/proxy files, iterating builds per Oracle best practices, and validating the native executable.

A Socratic mentoring workflow that coaches junior developers and AI newcomers through questions, encouraging reflection, Copilot-assisted loops, and safe learning practices without handing out solutions.

This framework enforces high output quality, intellectual honesty, and continuous improvement across all AppSec agents. It mandates structured processes, including self-critique loops, anti-rationalization guards, and self-reflection quality gates (≥8 scoring). Applicable during code review, SAST, SCA, and threat modeling, it ensures rigorous and verifiable security analysis.

A reflection-based container for implementing dependency injection in Golang. It provides advanced features like Provide/Invoke, named values, value groups, optional dependencies, and scopes, allowing developers to structure and manage complex application object graphs at startup. Ideal for setting up application frameworks and services in Go.

An advanced application framework for Go, combining a reflection-based Dependency Injection (DI) container with robust lifecycle management. It provides features like `fx.Module` for modular composition, signal-aware run loops (handling SIGINT/SIGTERM), and structured hooks (OnStart/OnStop). Ideal for building long-running services, such as daemons, HTTP servers, or workers, ensuring graceful startup and shutdown.

A code-generation toolkit for implementing compile-time dependency injection in Golang. Wire analyzes the dependency graph to generate plain Go constructor code, eliminating the need for runtime containers or reflection. This ensures that dependency errors are caught during compilation (via `wire ./...`) rather than at runtime startup. It is ideal for building robust, large-scale Go applications that require strict dependency management.