AI Agent Skills

Explore 80+ curated skills to enhance your AI agents. From web scraping to productivity, find the perfect capabilities for your workflows.

78 Official Skills80 Featured
Showing 80 skills

Aesthetic Analysis

Copies an existing landing page (from URL or image) into a specified page in the codebase using Playwright MCP. Iteratively refines the implementation until it matches the reference design and interactions as closely as possible. Use when the user wants to copy/reference/steal an existing landing page/url to replicate in their app

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Animated Message Composer

Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a GIF of X doing Y for Slack.

officialCommunication

Application Quality Assurance

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

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Autonomous Agent Gaming

Build autonomous game-playing agents using AI and reinforcement learning. Covers game environments, decision-making algorithms (minimax, MCTS), strategy development, and performance optimization. Use when creating game-playing bots or game theory applications.

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Autonomous Cloud Orchestration

AWS Bedrock AgentCore comprehensive expert for deploying and managing all AgentCore services. Use when working with Gateway, Runtime, Memory, Identity, or any AgentCore component. Covers MCP target deployment, credential management, schema optimization, runtime configuration, memory management, and identity services.

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Backend Database Specialist

Comprehensive Supabase expert with access to 2,616 official documentation files covering PostgreSQL database, authentication, real-time subscriptions, storage, edge functions, vector embeddings, and all platform features. Invoke when user mentions Supabase, PostgreSQL, database, auth, real-time, storage, edge functions, backend-as-a-service, or pgvector.

communityDevelopment

Branch Finalization

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup

officialDevelopment

Browser Automation Framework

Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task. Use when user wants to test websites, automate browser interactions, validate web functionality, or perform any browser-based testing.

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Capability Activation

Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

officialProductivity

Capability Architect

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

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Capability Assessment

Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources from HackerNews, and automatically sends a personalized growth report to your Slack DMs.

officialCommunicationProductivity

Capability Documentation

Use when creating new skills, editing existing skills, or verifying skills work before deployment

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Chat With Arxiv

Build interactive chat agents for exploring and discussing academic research papers from ArXiv. Code organized in examples: arxiv_paper_retriever.py, paper_content_processor.py, paper_question_answerer.py, arxiv_chatbot.py

officialAI/ML

Cloud Expense Management

This skill provides AWS cost optimization, monitoring, and operational best practices with integrated MCP servers for billing analysis, cost estimation, observability, and security assessment.

officialDevelopment

Collaborative Document Creation

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.

officialCommunicationProductivity

Collaborative Ideation

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

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Component Interface Design

Designs modern, clean UI components and pages following Shadcn principles with minimalism, accessibility, and beautiful defaults. Use when building new UI components, redesigning pages, or creating consistent UI or simply wanting to use shadcn.

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Content Harvest

Extract clean article content from URLs (blog posts, articles, tutorials) and save as readable text. Use when user wants to download, extract, or save an article/blog post from a URL without ads, navigation, or clutter.

officialWeb Scraping

Creative Generation Agent

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 or automated content creators.

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Data Organization System

Intelligently organizes your files and folders across your computer by understanding context, finding duplicates, suggesting better structures, and automating cleanup tasks. Reduces cognitive load and keeps your digital workspace tidy without manual effort.

officialFile SystemProductivity

Deep Research Agent

Build autonomous research agents that conduct systematic research across multiple sources. Code organized in examples: research_planner.py, source_evaluator.py, research_synthesizer.py, research_report_generator.py

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Delegated Development

Use when executing implementation plans with independent tasks in the current session

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Deployment Automation

Automatically deploys to Vercel production, uses Vercel MCP to fetch build logs, analyzes errors, fixes them, and retries until successful deployment. Use when deploying to production or fixing deployment issues.

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Design System Generator

Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.

officialProductivity

Diagnostic Analysis

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

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Directive Synthesis

Interactive slash command creator for Claude Code. Triggers when user mentions creating commands, slash commands, command templates, command arguments, or wants to build a new command workflow.

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Discussion Intelligence

Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conflict, use filler words, dominate conversations, or miss opportunities to listen. Perfect for professionals seeking to improve their communication and leadership skills.

officialCommunicationProductivity

Distributed Task Execution

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

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Document Chat Interface

Build chat interfaces for querying documents using natural language. Code organized in examples: document_processors.py, conversation_manager.py, text_processor.py

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Domain Naming Engine

Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of brainstorming and manual checking.

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Ecommerce Platform Specialist

Comprehensive Shopify development expert with access to 24 official documentation files covering APIs (GraphQL Admin, Storefront, REST), app development, themes, Liquid, Hydrogen, checkout, extensions, webhooks, Functions, CLI, subscriptions, payments, and all platform features. Invoke when user mentions Shopify, e-commerce, online store, product management, orders, checkout, themes, or headless commerce.

officialDevelopment

Event Driven Serverless Systems

AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST APIs, microservices, or async workflows. Covers Lambda with TypeScript/Python, API Gateway (REST/HTTP), DynamoDB, Step Functions, EventBridge, SQS, SNS, and serverless patterns. Essential when user mentions serverless, Lambda, API Gateway, event-driven, async processing, queues, pub/sub, or wants to build scalable serverless applications with AWS best practices.

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Feedback Application

Process and implement code review feedback systematically. Use when user provides reviewer comments, PR feedback, code review notes, or asks to implement suggestions from reviews.

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Financial Analysis Agent

Build financial analysis agents for market data processing, technical and fundamental analysis, portfolio management, and investment recommendations. Code organized in examples: financial_data_collector.py, technical_analyzer.py, fundamental_analyzer.py, risk_analyzer.py, investment_recommender.py, portfolio_manager.py

officialAI/ML

Financial Document Management

Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into logical folders. Turns hours of manual bookkeeping into minutes of automated organization.

officialProductivityFile System

Genealogical Documentation

Provides assistance with planning family history and genealogy research projects.

officialOther

Generate Swagger Docs

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.

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Identity Framework

Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.

officialCommunication

Infrastructure Code Synthesis

AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python. Use when creating CDK stacks, defining CDK constructs, implementing infrastructure as code, or when the user mentions CDK, CloudFormation, IaC, cdk synth, cdk deploy, or wants to define AWS infrastructure programmatically. Covers CDK app structure, construct patterns, stack composition, and deployment workflows.

officialDevelopment

Interactive Component Creator

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

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Knowledge Distribution

A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery.

officialDevelopmentCommunication

Legal Document Analyzer

Build agents for legal document analysis, contract review, and compliance checking. Code organized in examples: legal_document_parser.py, contract_analyzer.py, contract_risk_analyzer.py, legal_report_generator.py

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Llm Fine Tuning Guide

Master fine-tuning of large language models for specific domains and tasks. Covers full fine-tuning, parameter-efficient methods (LoRA, QLoRA), instruction tuning, and optimization strategies. Use when adapting models for specialized applications or improving domain-specific performance.

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Market Intelligence Gather

Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.

officialWeb Scraping

Media Retrieval

Downloads videos from YouTube and other platforms for offline viewing, editing, or archival. Handles various formats and quality options.

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Media Transformation

AGGRESSIVELY use TOON v2.0 format for biggish regular data (≥5 items, ≥60% uniform). Auto-applies to tables, logs, events, transactions, analytics, API responses, database results. Supports 3 array types (inline, tabular, expanded), 3 delimiters (comma, tab, pipe), key folding for nested objects.

communityProductivity

Meeting Record System

Prepares meeting materials by gathering context from Notion, enriching with Claude research, and creating both an internal pre-read and external agenda saved to Notion. Helps you arrive prepared with comprehensive background and structured meeting docs.

officialCommunicationProductivity

Mobile App Interface

Designs modern, clean iOS screens and components for Expo React Native apps following Apple HIG with safe areas, Dynamic Type, dark mode, accessibility, Liquid Glass materials, and App Store readiness.

officialDevelopment

Mobile Platform Specialist

Expert on iOS development with Swift, UIKit, SwiftUI, Xcode, app architecture, platform features, and Apple ecosystem integration. Invoke when user mentions iOS, iPhone, iPad, Swift, SwiftUI, UIKit, Xcode, Apple development, or iOS-specific features.

officialDevelopment

Multi Agent Orchestration

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.

officialDevelopment

Pattern Generator

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.

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Peer Review Initiator

Use when completing tasks, implementing major features, or before merging to verify work meets requirements

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Plan Implementation

Use when you have a written implementation plan to execute in a separate session with review checkpoints

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Planning Documentation

Use when you have a spec or requirements for a multi-step task, before touching code

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Portable Document Handler

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.

officialProductivityFile System

Presentation Builder

Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks

officialProductivityFile System

Prospect Investigation

Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact strategies. Perfect for sales, business development, and marketing professionals.

officialWeb ScrapingProductivity

Protocol Implementation Framework

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

officialDevelopment

Publication Converter

Convert markdown documents and chat summaries into formatted EPUB ebook files that can be read on any device or uploaded to Kindle.

officialProductivityFile System

Quality Validation

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always

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Rag Agent Builder

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.

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Release Notes Composer

Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.

officialVersion ControlProductivity

Research Documentation

Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.

officialCommunicationProductivity

Research Management

Searches across your Notion workspace, synthesizes findings from multiple pages, and creates comprehensive research documentation saved as new Notion pages. Turns scattered information into structured reports with proper citations and actionable insights.

officialCommunicationProductivity

Review Recipient

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation

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Selection Randomizer

Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair, unbiased selection with transparency.

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Specification Executor

Turns product or tech specs into concrete Notion tasks that Claude code can implement. Breaks down spec pages into detailed implementation plans with clear tasks, acceptance criteria, and progress tracking to guide development from requirements to completion.

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Spreadsheet Processor

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas

officialProductivityFile System

System Design

Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that relates to software development.

officialDevelopment

Team Communication

A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).

officialCommunication

User Interface Designer

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.

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Validation First Approach

Use when implementing any feature or bugfix, before writing implementation code

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Video Archival System

Downloads videos from YouTube and other platforms for offline viewing, editing, or archival. Handles various formats and quality options.

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Visual Composition

Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.

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Visual Quality Improver

Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts.

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Voice Ai Integration

Build voice-enabled AI assistants with speech-to-text and text-to-speech capabilities. Code organized in examples: speech_recognition_providers.py, text_to_speech_providers.py, voice_assistant.py, realtime_voice_processor.py

officialAI/ML

Web Interface Architect

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.

officialDevelopment

Word Document Processor

Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks

officialProductivityFile System

Workspace Documentation

Transforms conversations and discussions into structured documentation pages in Notion. Captures insights, decisions, and knowledge from chat context, formats appropriately, and saves to wikis or databases with proper organization and linking for easy discovery.

officialCommunicationProductivity

Workspace Isolation

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

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Frequently Asked Questions

What is AI Agent Skills?
AI Agent Skills is a curated collection of skills and capabilities for AI agents. Our platform provides a comprehensive directory of agent skills that can be used to enhance AI assistant capabilities across various domains. Each agent skill includes detailed documentation, usage instructions, and examples.
What problem does AI Agent Skills solve?
AI Agent Skills solves the problem of discovering and understanding available capabilities for AI agents. Instead of searching through multiple sources, developers and users can browse a centralized directory of agent skills, complete with documentation, examples, and categorization.
Who can use AI Agent Skills?
AI Agent Skills is designed for developers, AI engineers, and anyone working with AI agents who wants to discover, understand, and implement new capabilities. Whether you're building custom AI assistants or looking to extend existing agent functionality, AI Agent Skills provides the resources you need.
What are some use cases for AI Agent Skills?
Common use cases include web scraping and automation, document processing, data analysis, content creation, API integrations, and specialized domain tasks. AI Agent Skills covers categories like web scraping, productivity tools, development utilities, database operations, and more.
Why is AI Agent Skills important for AI development?
AI Agent Skills accelerates AI development by providing a standardized way to discover and integrate capabilities. It reduces the time spent researching and implementing features, promotes best practices through documented examples, and enables developers to build more powerful AI agents faster.
What is the main advantage of using AI Agent Skills over traditional integration methods?
The main advantage is centralized discovery and documentation. Instead of searching through GitHub repositories, documentation sites, and forums, developers can find all agent skills in one place with consistent documentation, examples, and categorization. This saves time and ensures better integration quality.