Skill rating

Cross-language patterns for memory-safe programming including RAII, ownership, smart pointers, and resource management.

Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI.

Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories.

Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API.

Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.

Comprehensive guide for mastering modern JavaScript (ES6+) features, functional programming patterns, and best practices for writing clean, maintainable, and performant code.

Automate browsers (Playwright) and Windows desktop applications (UI automation) for reverse-engineering evidence collection, UI-driven workflows, and network observation during analysis.

Complete guide to observability patterns for Istio, Linkerd, and service mesh deployments.

Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.

A user may ask you to create, edit, or analyze the contents of a .pptx file. A .pptx file is essentially a ZIP archive containing XML files and other resources that you can read or edit. You have diff

Analyze text and images for harmful content with customizable blocklists.

Centralized configuration management with feature flags and dynamic refresh.

Build search applications with vector, hybrid, and semantic search capabilities.

Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.

Game art principles. Visual style selection, asset pipeline, animation workflow.

PC and console game development principles. Engine selection, platform features, optimization strategies.

Diagnose slow SQL with query plans, preserve query results, and verify indexing or query changes against representative data.

Audit SwiftUI performance issues from code review and profiling evidence.

分析中医体质数据、识别体质类型、评估体质特征,并提供个性化养生建议。支持与营养、运动、睡眠等健康数据的关联分析。

Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control effectiveness.

Comprehensive guidance for mastering TypeScript's advanced type system including generics, conditional types, mapped types, template literal types, and utility types for building robust, type-safe app

Reliable command execution on Windows: paths, encoding, and common binary pitfalls.

Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes.

Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources.

Azure Resource Manager SDK for Fabric in .NET.

X-ray any AI model's behavioral patterns — refusal boundaries, hallucination tendencies, reasoning style, formatting defaults. No API key needed.

Searches and explores Burp Suite project files (.burp) from the command line. Use when searching response headers or bodies with regex patterns, extracting security audit findings, dumping proxy histo

Comprehensive guide to Istio traffic management for production service mesh deployments.

Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing.

Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.

You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows. Your expertise spans issue triage, root cause an

Comprehensive design guide for web and mobile applications. Use when designing new UI components or pages, choosing color palettes and typography, or reviewing code for UX issues.

TypeScript and JavaScript expert with deep knowledge of type-level programming, performance optimization, monorepo management, migration strategies, and modern tooling.

Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI.

Text and document translation with REST-style clients.

Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket.

Azure Service Bus SDK for .NET. Enterprise messaging with queues, topics, subscriptions, and sessions.

Build blob storage applications using the Azure Storage Blob SDK for Java.

Azure Blob Storage SDK for Rust. Use for uploading, downloading, and managing blobs and containers.

Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.

Build resilient applications with robust error handling strategies that gracefully handle failures and provide excellent debugging experiences.

Build, refactor, or review SwiftUI macOS menubar apps that use Tuist.

Comprehensive guidance for building scalable, maintainable, and production-ready Node.js backend applications with modern frameworks, architectural patterns, and best practices.

Sync Odoo with WooCommerce: products, inventory, orders, and customers via WooCommerce REST API and Odoo external API.

Design and implement production-grade Pakistani payment integrations (JazzCash, Easypaisa, bank/PSP rails, optional Raast) for SaaS with PKR billing, webhook reliability, and reconciliation.

Best practices for Remotion - Video creation in React

Use when working with tdd workflows tdd cycle

Implement the minimal code needed to make failing tests pass in the TDD green phase.

Expert security auditor specializing in DevSecOps, comprehensive cybersecurity, and compliance frameworks.

6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building, an