Execute tests, generate test reports, and maintain test coverage. Use when running tests, checking coverage, or setting up test infrastructure.

This skill helps you discover and understand Dagster integration libraries to streamline tool connections and enhance data workflows.

Write idiomatic Python with advanced features. Use for Python development, refactoring, or optimization.

This skill helps you implement WCAG 2.2 accessibility patterns in Shopify Liquid themes, improving keyboard, screen reader, and focus management across

Write modern PHP with generators, SPL, and PHP 8+ features. Use for PHP development or optimization.

Generate a Makefile for Telegram bot projects with LaunchAgent service management. Use when setting up a new Telegram bot project or adding service management to an existing one.

Write modern C++ with RAII, smart pointers, and STL. Use for C++ development, memory safety, or performance optimization.

Generate comprehensive project documentation and knowledge base. Use when creating docs, API documentation, project structure maps, or README files.

Generate Quarto Book project structure with chapters, configuration, and output settings. Use when user wants to create a book, multi-chapter document, technical manual, or asks about Quarto book setup.

Load and analyze project context, configurations, and dependencies. Use when starting work on a project, understanding configurations, or analyzing dependencies.

Provide development estimates for tasks, features, or projects. Use when user asks for time estimates, effort assessment, or project sizing.

Debug network connectivity, configure load balancers, and analyze traffic. Use for connectivity issues, network optimization, or protocol debugging.

Generate structured implementation workflows from PRDs and feature requirements with expert guidance. Use when planning feature implementation, breaking down PRDs, or creating development roadmaps.

complete a comprehensive and brutally honest critical review of your manuscript. The review identifies major methodological flaws and areas where the work falls short of publication standards for a high-impact clinical journal.

Write efficient C code with proper memory management and system calls. Use for C optimization, memory issues, or system programming.

Analyze code quality, security, performance, and architecture. Use when user asks to analyze code, review codebase health, or identify issues.

Create test suites with unit, integration, and e2e tests. Use when setting up tests, improving coverage, or when user asks about testing.

Understand the current state of the git repository. Use when user wants to check git status or before making commits.

Integrate Stripe, PayPal, and payment processors. Use when implementing payments, billing, or subscriptions.

Break complex tasks into coordinated subtasks with efficient execution. Use when handling large multi-step tasks, orchestrating parallel work, or managing dependencies.

Profile applications, optimize bottlenecks, and implement caching. Use for performance issues or optimization tasks.