Skill UI

Guides building reliable autonomous agents by covering agent loops, goal decomposition, reflection, and tooling patterns while stressing guardrails, human review, and auditability to curb compounding failure rates in production.

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.

Detects and analyzes fileless malware that operates entirely in memory using PowerShell, WMI, .NET reflection, registry-resident payloads, and LOLBins. Use for fileless threat detection, in-memory malware investigation, LOLBin abuse analysis, or WMI persistence examination.

This skill enhances AI responses by simulating the inner monologue and self-correction process of a human being. It moves beyond standard helpful assistance by incorporating three stages: Self (raw instinct), Mirror (critical reflection), and Conscious Response (the polished, human-like output). Ideal for emotional support, personal advice, or writing that requires authentic emotional depth and a distinct point of view, rather than purely factual or structured data.

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.

Applies the DHDNA framework to analyze reasoning and writing patterns in text. It provides a rubric for cognitive-style reflection and thinking-pattern profiles without validating psychological traits. Useful for evaluating textual evidence across twelve dimensions like analytical depth and ethical reasoning.

A robust framework for building complex, long-horizon AI agents using LangGraph. It addresses common pitfalls in advanced agent design, such as unbounded state growth (Virtual FS cleanup) and subagent persona leakage (explicit message overriding). Ideal for tasks requiring multi-step planning, task delegation, and self-correction through reflection loops.

This guide details the usage of go.uber.org/dig, a powerful reflection-based container for Dependency Injection in Golang. It covers advanced patterns like using `Provide`/`Invoke` for service registration, grouping parameters with `dig.In`, managing multiple outputs with `dig.Out`, and handling named/grouped dependencies. This is essential for reliably wiring complex application graphs at startup.

A robust application framework for Go that combines a reflection-based Dependency Injection container (built on dig) with advanced features. It provides lifecycle hooks (OnStart/OnStop), a module system, and signal-aware run loops. It is ideal for building complex, long-running services like HTTP servers, daemons, and workers that require structured startup and graceful shutdown.

Google Wire is a robust tool for managing dependency injection in Go. It resolves the application's entire dependency graph at compile time, generating plain, type-safe Go constructor calls. This approach eliminates the need for runtime reflection or heavy dependency containers, ensuring that dependency errors are caught immediately during the build process rather than during application execution. Ideal for building large, scalable, and maintainable Go microservices.

A professional 3D mockup template for showcasing modern devices (iPhone, MacBook). It allows embedding real, dynamic HTML content directly into the screen canvas, simulating advanced product launches, app demos, or design presentations. Features include 3D rotation, glass lens refraction, and realistic reflections.