Skill rating

You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based engineering practices. Design comprehensive SLO frameworks, establish meaningf

Generate comprehensive investor-ready business case document with market, solution, financials, and strategy

Practical implementation guide for GDPR-compliant data processing, consent management, and privacy controls.

Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management.

Run Playwright tests at scale with cloud-hosted browsers and integrated Azure portal reporting.

You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configurat

Practical guide to testing web applications with screen readers for comprehensive accessibility validation.

You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform comprehensive compliance audits and

Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns.

Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments.

Azure Resource Manager SDK for Redis in .NET.

Use when working with incident response incident response

You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati

Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace. Use for creating W&B instances, managing SSO, marketplace integration, and ML observability.

Use when working with context management context restore

Use when working with error debugging multi agent review

Extract text, tables, and structured data from documents using prebuilt and custom models.

Azure Resource Manager SDK for Azure SQL in .NET.

You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design and implement automation that reduces man

You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, and e

Azure Key Vault Certificates SDK for Rust. Use for creating, importing, and managing certificates.

Use when working with code refactoring context restore

Use when working with comprehensive review full review

You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.

You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natur

Design and implement a complete ML pipeline for: $ARGUMENTS

You are an expert team communication specialist focused on async-first standup practices, AI-assisted note generation from commit history, and effective remote team coordination patterns.

Clarify requirements before implementing. Use when serious doubts arise.

Azure Resource Manager SDK for API Management in .NET.

Use when working with context management context save

Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.

Static Application Security Testing (SAST) for code vulnerability analysis across multiple languages and frameworks

Manage MongoDB Atlas Organizations as Azure ARM resources with unified billing through Azure Marketplace.

Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation.

You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.

Provide a comprehensive, structured reference for the 100 most critical web application vulnerabilities organized by category. This skill enables systematic vulnerability identification, impact assess

Build real-time chat applications with thread management, messaging, participants, and read receipts.

Templates and patterns for creating legally sound employment documentation including contracts, offer letters, and HR policies.

Mobile game development principles. Touch input, battery, performance, app stores.

Build document analysis applications using the Azure AI Document Intelligence SDK for Java.

Multiplayer game development principles. Architecture, networking, synchronization.

Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.

Comprehensive techniques for capturing, analyzing, and documenting network protocols for security research, interoperability, and debugging.

Build persistent agents on Azure AI Foundry using the Microsoft Agent Framework Python SDK.

Build content moderation applications using the Azure AI Content Safety SDK for Java.

Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery.

Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies.

Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud.

Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-share) for SMB file share operations.

You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging,