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.

A comprehensive tool for performing static analysis on Android APK malware samples. It utilizes androguard, apktool, and jadx to detect dangerous permission combinations, suspicious API calls (like reflection or crypto), dynamic code loading patterns, and extract Indicators of Compromise (IOCs) for robust security incident response and threat hunting.

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.

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 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.

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.