Skill UI

AKF is the native metadata format specifically designed for tracking AI-generated or AI-modified content. It allows users to stamp files (including DOCX, PDF, images, and code) with detailed trust scores, source provenance, and compliance metadata. This tool is essential for professional workflows requiring strict auditing, compliance assurance, and verifiable data lineage, especially concerning regulations like the EU AI Act, HIPAA, and SOX.

A set of behavioral guidelines derived from Andrej Karpathy's observations to help users writing, reviewing, or refactoring code with Large Language Models (LLMs). It guides developers to avoid overcomplication, make surgical changes, explicitly surface assumptions, and define verifiable success criteria, promoting clean, simple, and robust code development.

A comprehensive tool for managing the entire Android development lifecycle from the terminal. It allows users to create new projects, manage SDK packages, interact with emulators and physical devices, run detailed tests, inspect UI layouts, and search official Android documentation via CLI commands. Essential for professional Android developers.

A comprehensive guide for building production-ready Android applications. Covers native development with Kotlin and Java, cross-platform frameworks like Flutter and React Native, and hybrid architectures. Includes best practices for architecture, UI design, testing, CI/CD pipelines, performance optimization, and debugging to ensure high-quality app delivery.

Advanced JavaScript animation skill using Anime.js for creating complex, high-performance web animations, including timelines, staggering, and SVG morphing. Ideal for interactive landing pages and kinetic UI elements.

Automatically generate comprehensive API documentation from code, covering endpoints, parameters, examples, and authentication. Supports REST, GraphQL, and WebSocket APIs to streamline developer onboarding and maintain professional technical standards.

This skill helps design event-driven architectures, webhook systems, and API chaining flows. It covers integration patterns between services, ETL pipelines, and Pub/Sub topics. You can use it for API composition strategies, Saga patterns for distributed transactions, and Outbox patterns for reliable event publishing. It ensures robust system design with idempotency, retry logic, and circuit breakers.

This skill provides an end-to-end pipeline for Android APK security assessments. It includes inventorying developer apps, acquiring APKs from sources like APKPure, decompiling DEX files using jadx, and searching for hardcoded secrets like API keys and internal IPs. Suitable for authorized bug bounty engagements and red team operations targeting mobile applications.

Optimize end-to-end application performance using specialized agents for profiling, observability, database/backend tuning, frontend loading, CDN optimization, and load testing. Use when coordinating cross-stack performance improvements, establishing baselines, identifying bottlenecks, and setting up monitoring for sustained reliability.

This skill enables ultra-granular, line-by-line code analysis to build deep architectural context before vulnerability or bug finding. It applies First Principles and 5 Whys at a micro scale to maintain a stable mental model. Used for security auditing, architecture review, and threat modeling to reduce hallucinations and ensure bottom-up understanding.

Design patterns for building autonomous coding agents, including tool calling APIs, permission systems, browser automation, and human-in-the-loop workflows. Inspired by Cline and OpenAI Codex, this skill provides guidance for creating efficient and safe AI agents.

This skill defines the mandatory conventions and architectural rules for developing maintainable, cross-platform applications using Avalonia UI and the Zafiro toolkit. It enforces a functional-reactive MVVM approach, prioritizing explicit error handling via Result types, and mandates leveraging Zafiro's existing abstractions to ensure code quality and predictability.