Creating effective MCP servers requires understanding protocol specifications, SDK patterns, and testing strategies. This skill provides comprehensive guides for building high-quality MCP servers in Python and TypeScript with evaluation frameworks to validate tool effectiveness.

Generic AI-generated frontend code often looks generic and unimpressive. This skill guides creation of unique, production-quality web interfaces with bold design choices and careful attention to visual details.

Code duplication leads to maintenance nightmares and inconsistent behavior. This skill guides you through a systematic 4-step process to identify, abstract, replace, and verify refactoring changes that eliminate repetition and improve code quality.

Transform surface-level reading into deep understanding. Apply proven thinking models to extract insights, evaluate arguments, and turn reading into actionable knowledge.

Finding reliable AI news across multiple sources takes time and effort. This skill automatically gathers news from major AI publications, filters for relevance and recency, and presents organized briefings with direct links to original articles.

Writing effective Claude skills requires following specific conventions and structures. This skill provides templates, examples, and guidelines to create discoverable and maintainable SKILL.md files.

Users need AI-generated images but lack technical knowledge of image generation APIs. This skill provides a simple interface to the ModelScope Z-Image-Turbo model for creating images from natural language descriptions.

Finding and downloading images and videos from stock photo services and YouTube is time-consuming and requires multiple tools. This skill automates media search and download with support for video trimming.

Keeping multilingual documentation consistent across 14 languages is slow and error prone. This skill provides clear paths and rules to update VitePress content and configuration safely.

Lint failures slow down code reviews and block releases. This skill runs the project lint workflow and guides fixes while keeping code behavior unchanged.

Browser extension projects often struggle with cross-browser compatibility and proper internationalization setup. This skill provides clear guidance for WXT-based extension development supporting Chrome, Firefox, and Edge with proper i18n structure.

Claude forgets important details between sessions. This skill provides a persistent memory system for storing discoveries, patterns, and solutions you need to access later. Your AI assistant maintains context that would otherwise be lost.

Creating and editing Excel spreadsheets with formulas requires precision and Excel-specific knowledge. This skill provides comprehensive tools for spreadsheet creation, data analysis, and formula management using best practices for financial modeling and reporting.

Writing backend tests takes significant time and requires knowledge of test frameworks. This skill analyzes your code structure, detects your testing setup, and generates comprehensive tests covering happy paths, error cases, and edge cases.

Code reviews catch bugs before deployment but are time-consuming. This skill provides structured checklists, security patterns, and best practices for MERN stack reviews to ensure nothing critical is missed.

Generic visuals with technical specs produce bland, PowerPoint-default aesthetics. This skill provides creative brief methodology that activates AI reasoning to generate distinctive, pedagogically effective visuals.

UI reviews often devolve into subjective opinion battles. This skill provides a systematic 3-dimension framework to ground design feedback in evidence-based principles from industry authorities.

Choosing the wrong AI tool wastes context, increases costs, and slows development. This framework provides systematic decision criteria to match tool capabilities (Claude Code, Gemini CLI) to your specific task requirements, ensuring optimal resource allocation and project success.

Technical content often contains hidden barriers like gatekeeping language, undefined jargon, and mismatched reading levels. This skill systematically reviews content through a reasoning lens, identifying accessibility issues before learners encounter them.

Creating lesson summaries manually takes time and risks missing key insights. This skill uses a proven Socratic questioning framework to consistently extract core concepts, mental models, and practical patterns from any lesson file.