Automatically generate CI/CD pipeline configurations for GitHub Actions, GitLab CI, CircleCI, and Jenkins to streamline automated build, test, and deployment workflows.

Generate Azure Pipelines YAML configurations for CI/CD workflows with multi-stage builds, deployments, and template support. Supports Node.js, .NET, Docker builds, and Kubernetes deployments with environment-specific configurations.

Enterprise Azure infrastructure builder supporting AVM modules, VM app initialization, multi-service deployment (App Service/AKS/Container Apps), automated service configuration integration, and CI/CD pipeline generation for complex architectures like Hub-Spoke, AKS, and AI Foundry.

Build production-grade AWS infrastructure using Terraform and CDK with best practices for VPC design, EKS clusters, S3 data lakes, RDS databases, Lambda functions, and API Gateway. Includes security hardening, cost optimization, multi-account strategies, and CI/CD automation.

Generates automation scripts for repetitive tasks in multiple languages (Shell, Python, PowerShell, Node.js). Automates file operations, data processing, API integration, CI/CD, backups, monitoring, and report generation with error handling and scheduling support.

Expert knowledge for using Azure Resource Manager template functions including reference(), listKeys(), and resourceId() in subscription-level and nested deployments. Helps resolve template validation errors and implement cross-scope resource references.

Deploy GitHub Actions Runner Controller (ARC) infrastructure using Terraform on Kubernetes. Handles CRD registration timing, ArgoCD installation, namespace management, and resolves common deployment conflicts between Terraform and ArgoCD.

Automatically generates production-ready Docker deployment configurations with Traefik reverse proxy integration, including Dockerfile, docker-compose.yml, Traefik overlay, and environment templates. Supports multiple languages (Node.js, Python, Go, Rust, Java) with automatic HTTPS via Let's Encrypt.

Validates type contracts between TypeScript interfaces and Pydantic models, detecting field mismatches, type inconsistencies, and generating detailed validation reports with fix suggestions.

A project-aware DSP engineer that executes a 4-phase architectural replacement plan for audio processing. Enforces H-Chip 14-pole topology with int32 fixed-point constraints, migrating legacy float-based systems to modern C++ implementations while maintaining strict phase-order compliance.

Comprehensive guide for Zod 4+ schema validation patterns, covering form validation, API response validation, environment variables, and TypeScript type inference with modern syntax.

A focus management pattern for WPF Popup controls using PreviewMouseDown event to ensure popups work correctly when the application regains focus from other applications.

A creative assistant for maintaining canonical lore of imaginary countries through git-managed markdown repositories. Helps create countries, historical events, character biographies, and ensures internal consistency across fictional world-building content.

Automatically captures and documents repository structure, design decisions, and implicit rules discovered during development sessions. Records gaps between AI inference and actual user knowledge to identify areas needing better documentation.

Guide for integrating WebViewBridge Swift package to build WebPage bridges on macOS 26.0+, enabling JavaScript injection and bidirectional communication between Swift and JavaScript.

A workflow optimization tool that helps users choose between Claude Code Web and CLI interfaces, and seamlessly teleport sessions between environments to maximize productivity based on task complexity and context.

Manage and configure Waybar status bar using natural language commands. Supports module customization, layout adjustments, styling, and integration with Omarchy system commands for seamless status bar management.

Complete implementation patterns for Wasp backend operations including queries and actions. Covers type annotations, authentication checks, entity access, auto-invalidation, client-server communication, and error handling for building secure server-side code.

Complete authentication implementation for Wasp framework including user management, login/signup flows, protected routes, and OAuth integration. Provides minimal User model setup, auth configuration helpers, and secure password handling.

Systematically verify CVlization inference examples are complete, properly structured, and functional. Validates build process, inference execution, output generation, host filesystem persistence, and model caching.

A comprehensive skill for using UV, an extremely fast Python package and project manager written in Rust. Covers virtual environment setup, Python version management, CLI tool installation, MCP server integration, and migration from pip/pipx/poetry with 10-100x performance improvements.

Builds and manages iOS/macOS apps using xcodebuild and xcrun simctl CLI tools for automation, headless builds, simulator management, testing, and CI/CD workflows without opening Xcode IDE.

Performs full fine-tuning (FFT) with 100% exact weight updates using Unsloth's optimized gradient checkpointing, enabling larger batch sizes and complete model modification for base model pre-training and continued pre-training tasks.

Generate various UML diagrams including class, sequence, ER, flowchart, and state diagrams using Mermaid and PlantUML. Supports interactive visualization, multiple export formats, and real-time editing for software architecture and system design documentation.

End-to-end type safety with Zod runtime validation, tRPC type-safe APIs, Prisma ORM, and TypeScript 5.7+ features. Build fully type-safe applications from database to UI with exhaustive type checking and branded types.

Add comprehensive type hints to Python functions and methods with special support for PyTorch tensor types. Improves code maintainability, enables static type checking with mypy, and provides better IDE support for scientific computing code.

A skill for creating tRPC v11 routers in BoxLog project following best practices. Implements service layer separation, Zod validation, error handling, and multi-tenant data isolation with Supabase.

Ensures consistent Mountain Time (America/Boise) handling across all date/time operations to prevent timezone bugs, off-by-one errors, and scheduling issues in business applications running on UTC servers.

Comprehensive guide for building, distributing iOS apps via TestFlight, and submitting to App Store using EAS CLI. Covers build configuration, environment setup, common issues, and troubleshooting for Expo/React Native apps.

Expert assistant for managing Terraform state files, remote backends, state operations, and troubleshooting. Handles state migration, locking, drift detection, and recovery procedures for infrastructure as code.