Claude Skills
The open format is called Agent Skills and works in Claude Code, Codex, Cursor and other agents — most people know it as Claude Skills.
Every Agent Skill we could find on GitHub, deduplicated by content. 79 341 files from 1 736 authors, of which 61 700 are unique — the rest is the same skill repackaged into someone else's repository. For each one: what it weighs in tokens, whether it ships runnable scripts, and which MCP servers it needs.
Build interactive chat agents for exploring and discussing academic research papers from ArXiv. Covers paper retrieval, content processing, question-answering, and research synthesis. Use when building research assistants, paper summarization tools, academic knowledge bases, or scientific literature chatbots.
Monitor, analyze, and optimize AWS cloud costs. Tracks spending patterns, identifies optimization opportunities, and manages budgets with alerts and recommendations.
Document capabilities and skills comprehensively. Creates skill documentation with examples, specifications, and usage patterns.
Collaborate on document creation and refinement. Merges contributions, manages versions, and produces unified documents from multiple sources.
Facilitate collaborative idea exploration and refinement. Guides through iterative questioning, design validation, and solution architecture before implementation.
Design interfaces using component libraries and design systems. Creates cohesive UIs with pre-built accessible component primitives.
Organize and categorize files into logical structures. Creates folder hierarchies, renames files systematically, and consolidates related data.
Extract and parse article content from web sources. Retrieves text, metadata, and structured information from articles while preserving formatting and context.
Build agents specialized in conducting thorough research, gathering information from multiple sources, and synthesizing findings. Covers research planning, source evaluation, and report generation. Use when automating market research, competitive analysis, literature reviews, or intelligence gathering.
Build agents that generate creative content including music, memes, podcasts, and multimedia. Covers generative models, content synthesis, style transfer, and creative control. Use when building creative assistants, automated content creators, multimedia generators, or artistic AI systems.
Automate deployment to Vercel platform. Manages deployment configuration, environment setup, and CI/CD integration.
Drive development using delegated agent workflows. Coordinates multi-agent task execution with proper supervision and result integration.
Generate design systems and theme variations. Creates cohesive visual systems with color schemes, typography, and component styling.
Systematically debug and diagnose issues methodically. Uses diagnostic techniques to identify root causes and implement fixes.
Synthesize structured directives and command specifications. Creates executable instruction sets with proper syntax and parameter definitions.
Extract insights and intelligence from meeting discussions. Identifies key decisions, action items, and patterns from meeting content.
Dispatch and coordinate parallel agent execution. Manages concurrent task processing with result aggregation and error handling.
Generate creative domain names and brand identifiers. Produces memorable, available domain suggestions with wordplay and semantic relevance.
Build chat interfaces for querying documents using natural language. Extract information from PDFs, GitHub repositories, emails, and other sources. Use when creating interactive document Q&A systems, knowledge base chatbots, email search interfaces, or document exploration tools.
Provide expert guidance on Shopify e-commerce platform. Advises on store setup, products, customization, and optimization.
Build event-driven architectures on AWS serverless infrastructure. Designs event flows, integrates Lambda with event sources, and manages distributed systems.
Apply feedback and implement review suggestions. Incorporates reviewer comments into code changes systematically.
Manage and organize financial documents and invoices. Categorizes, extracts information, and maintains financial records systematically.
Create agents for financial analysis, investment research, and portfolio management. Covers financial data processing, risk analysis, and recommendation generation. Use when building investment analysis tools, robo-advisors, portfolio trackers, or financial intelligence systems.
Plan and document family history research systematically. Structures genealogical research with proper citations, evidence analysis, and organized family records.
Synthesize and generate AWS infrastructure as code using CDK. Creates composable infrastructure components and deployment patterns programmatically.
Generate OpenAPI documentation from source code. Analyzes repository to automatically discover API endpoints and create swagger.json and interactive HTML documentation. Use when generating API docs, creating OpenAPI specs, documenting REST APIs, or analyzing API endpoints.
Define and document brand identity standards and guidelines. Establishes visual language, tone, messaging, and design principles for consistent brand expression.
Build interactive web components and artifacts. Creates interactive UI elements, visualizations, and web-based applications.
Share and distribute skill knowledge and documentation. Publishes capabilities with examples, documentation, and integration guides.
Build agents for legal document analysis, contract review, and compliance checking. Handles document parsing, risk identification, and legal research. Use when creating contract analysis tools, legal research assistants, compliance checkers, or document review systems.
Master fine-tuning of large language models for specific domains and tasks. Covers data preparation, training techniques, optimization strategies, and evaluation methods. Use when adapting models for specialized applications, reducing inference costs, or improving domain-specific performance.
Download and retrieve video content from sources. Extracts media files with proper format handling and metadata preservation.
Gather and analyze competitive advertising campaigns. Extracts competitor ad content, messaging strategies, and market positioning information.
Transform and format media content creatively. Applies stylization and formatting transformations to various media types.
Record and manage meeting notes with intelligence. Organizes meeting documentation with action items, decisions, and follow-ups.
Design native iOS mobile app interfaces and components. Creates user-centric mobile designs following platform conventions and best practices.
Design and coordinate multi-agent systems where specialized agents work together to solve complex problems. Covers agent communication, task delegation, workflow orchestration, and result aggregation. Use when building coordinated agent teams, complex workflows, or systems requiring specialized expertise across domains.
Provide expert guidance on iOS development and design. Advises on platform capabilities, best practices, and architectural decisions.
Generate algorithmic patterns and creative visualizations. Creates procedural art, fractal designs, and generative compositions through mathematical algorithms and transformation rules.
Document and communicate plans clearly. Structures implementation plans with tasks, decisions, and success criteria.
Request peer review with proper context and preparation. Structures review requests with clear description of changes and testing status.
Execute detailed implementation plans systematically. Breaks down planned tasks into actionable steps with progress tracking and milestone management.
Comprehensive PDF processing and manipulation. Creates, extracts, merges, splits, and transforms PDF documents with full format support.
Create and edit presentation documents with full formatting. Handles slide creation, layouts, animations, and speaker notes programmatically.
Research and investigate business prospects and leads. Gathers company information, contact details, and qualification data for sales.
Convert markdown documents to EPUB publication format. Transforms structured markdown into professionally formatted e-books.
Build Model Context Protocol servers and implementations. Creates protocol-compliant tools and integrations for AI-powered applications.
Validate quality before completing tasks. Performs verification checks, testing, and quality assurance before marking work complete.
Build Retrieval-Augmented Generation (RAG) applications that combine LLM capabilities with external knowledge sources. Covers vector databases, embeddings, retrieval strategies, and response generation. Use when building document Q&A systems, knowledge base applications, enterprise search, or combining LLMs with custom data.
Generate comprehensive release notes and changelogs. Compiles version history, feature descriptions, and breaking changes from commit information.
Manage research documentation in workspace platforms. Structures research findings, sources, and analysis in organized research databases.
Research topics and produce comprehensive written documentation. Synthesizes information into clear, well-structured, authoritative content pieces.
Receive and process code review feedback effectively. Applies suggestions, addresses comments, and iterates on implementation improvements.
Randomly select winners and participants fairly. Implements randomized selection with optional weighting and fairness verification.
Execute specifications from workspace platforms into implementation. Transforms documented specifications into actionable development tasks.
Process and manipulate spreadsheet documents. Creates, edits, analyzes, and transforms Excel files with formula and formatting support.
Design and architect software systems. Plans system components, interactions, and deployment patterns for scalability and maintainability.
Create effective internal team communications. Drafts newsletters, announcements, and messages that inform and engage team members.
Develop software with validation requirements first. Emphasizes writing tests before implementation to guide design decisions.
Claude Skills — questions
Answers built from the skills we actually parsed.