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★ Marketplace 167 skills · 4 categories

Free AI Agent Skills.

Hand-picked SKILL.md skills from official teams at Anthropic, Google Gemini, Stripe, Cloudflare, Supabase, Vercel & more. Works with Claude Code, Codex, Gemini CLI, Cursor, OpenCode, Windsurf & any agent that adopts the open standard. Copy, install, ship.

Total skills167
Official13
Featured6
Categories4
License100% Free & Open

The AI Gear Base Skills marketplace indexes 167 hand-vetted SKILL.md files pulled from the most-trusted publishers in the agent-coding ecosystem — Anthropic, Microsoft, Google, Vercel, Cloudflare and the top community maintainers on GitHub. Every skill is a single self-contained Markdown file with YAML frontmatter, plug-and-play in Claude Code, OpenAI Codex CLI, Gemini CLI, Cursor, OpenCode and Windsurf. No package manager, no install ceremony — drop the file into .claude/skills/ and your agent starts using it on the next prompt.

We organise the catalogue by 4 concrete capability buckets (development, AI & ML, security, DevOps, frontend, document processing, data analysis and more) so you can find skills the way buyers actually search. 13 of the listings are vendor-published originals (marked with the green check) — meaning Anthropic wrote the Claude skill, Microsoft wrote the Azure skill, Vercel wrote the Next.js skill. The rest are battle-tested community releases with star counts and source links so you can verify the lineage yourself. Updated continuously through 2026 as new SKILL.md files land on GitHub.

Featured skills 6

Skills by publisher 7

Trusted sources we re-sync from GitHub. Click through to filter by publisher.

Top authors 8

Most prolific publishers in the catalogue, ranked by skill count and combined installs.

Browse by category 4

Concrete capability buckets. Each is its own indexable hub page with category-specific intros & filters.

All skills 167

Cookbook Audit

★ Featured Official

Audit an Anthropic Cookbook notebook based on a rubric. Use whenever a notebook review or audit is requested.

anthropics 54
AI & ML

Using Superpowers

★ Featured Official

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

obra 52
AI & ML

Brainstorming

★ Featured Official

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.

obra 47
Productivity

Applying Brand Guidelines

★ Featured Official

This skill applies consistent corporate branding and styling to all generated documents including colors, fonts, layouts, and messaging

anthropics 46
AI & ML

Analyzing Financial Statements

★ Featured Official

This skill calculates key financial ratios and metrics from financial statement data for investment analysis

anthropics 42
AI & ML

Finishing A Development Branch

★ Featured Official

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

obra 40
Development

Receiving Code Review

★ Featured Official

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

obra 40
Development

Creating Financial Models

★ Featured Official

This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions

anthropics 38
AI & ML

Verification Before Completion

★ Featured Official

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; evide...

obra 36
AI & ML

Using Git Worktrees

★ Featured Official

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback

obra 33
Development

Dispatching Parallel Agents

★ Featured Official

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

obra 33
AI & ML

Executing Plans

★ Featured Official

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

obra 31
Productivity

Requesting Code Review

★ Featured Official

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

obra 29
Development

Vintage

★ Featured

1950s-1990s nostalgia with skeuomorphic touches, grainy textures, retro color palettes, and pixel-style typography.

bergside 54
Design & Creative

Elegant

★ Featured

Graceful, refined aesthetic with delicate typography, minimal palettes, and polished layouts that exude sophistication.

bergside 54
Design & Creative

Friendly

★ Featured

Approachable, intuitive design with rounded elements, ample whitespace, and soft pastel color palettes.

bergside 52
Design & Creative

Fiction

★ Featured

A playful, energetic, cartoonesque interface inspired by friendly children's-book illustrations — warm cream backgrounds, big bold custom display typography, saturated brand color blocks, thick bla...

bergside 51
Design & Creative

Creative

★ Featured

Playful, character-driven design with expressive typography and bold graphics for landing pages and creative projects.

bergside 51
Design & Creative

Agentic

★ Featured

Conversational AI-first interface with minimal controls, clear outcomes, and delegated task flows for agentic workflows.

bergside 50
Design & Creative

Pacman

★ Featured

Retro arcade-inspired design with pixel fonts, dotted borders, playful high-contrast colors, and 8-bit game aesthetics.

bergside 48
Design & Creative

Glassmorphism

★ Featured

Frosted glass effect with translucent layers, subtle blur, and luminous borders for depth and modern elegance.

bergside 47
Design & Creative

Simple

★ Featured

Straightforward, no-frills design with clean typography, neutral colors, and intuitive layouts that stay out of the way.

bergside 47
Design & Creative

Impeccable

★ Featured

A modern, graphic, editorial-poster aesthetic — warm and confident — built on alternating cream and burnt orange sections, an amber brand color.

bergside 46
Design & Creative

Neumorphism

★ Featured

Soft, extruded UI elements with inner and outer shadows on monochromatic surfaces for a tactile, embedded look.

bergside 46
Design & Creative

Premium

★ Featured

Apple-inspired premium aesthetic with precise spacing, modern typography, and a refined, polished visual language.

bergside 46
Design & Creative

Terracotta

★ Featured

A sun-baked, clay-toned editorial interface built on warm cream surfaces, ink-brown headlines set in a display serif, and a single terracotta accent.

bergside 46
Design & Creative

Minimal

★ Featured

Stripped-back design emphasizing whitespace, clean typography, and restrained color for maximum clarity and focus.

bergside 45
Design & Creative

Artifacts Builder

★ Featured

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 ma...

ComposioHQ 44
AI & ML

Material

★ Featured

Google's Material Design with layered surfaces, dynamic theming, built-in motion, and responsive cross-platform patterns.

bergside 43
Design & Creative

Perspective

★ Featured

Spatial depth design with isometric views, vanishing points, and layered elements that guide attention through 3D-like realism.

bergside 43
Design & Creative

Refined

★ Featured

Carefully curated, modern minimal style with elegant serif typography and understated, sophisticated palettes.

bergside 43
Design & Creative

Claude

★ Featured

A research-journal aesthetic printed on warm stone — authoritative, editorial, almost achromatic. Pages live on warm ivory parchment (never pure white), with near-black slate as the dominant ink.

bergside 43
Design & Creative

Contemporary

★ Featured

Current-era minimalist design with bento grids, dark mode support, and high-performance accessible layouts.

bergside 43
Design & Creative

Doodle

★ Featured

Hand-drawn, sketch-like style with doodles, handwritten fonts, and imperfect lines for a playful, informal feel.

bergside 43
Design & Creative

Levels

★ Featured

Conversion-focused design that removes friction and guides users toward action through clarity, trust, and speed.

bergside 42
Design & Creative

Shadcn

★ Featured

Shadcn/ui-inspired design with minimal, clean components, monochrome palette, and utility-first patterns.

bergside 42
Design & Creative

Dashboard

★ Featured

Dark-themed cloud-platform aesthetic with modular grids, glass-like panels, and strong data hierarchy for productivity dashboards.

bergside 42
Design & Creative

File Organizer

★ Featured

Intelligently organizes your files and folders across your computer by understanding context, finding duplicates, suggesting better structures, and automating cleanup tasks. Reduces cognitive load ...

ComposioHQ 42
AI & ML

Immersive

★ Featured

An immersive, interactive, exhibit-style interface that blends storytelling, animation, and gamified elements to create a playful, experience-driven journey. The entire app sits on a single continu...

bergside 41
Design & Creative

Neobrutalism

★ Featured

Modern take on brutalism with bold borders, vivid accent colors, and raw, high-contrast layouts on warm surfaces.

bergside 41
Design & Creative

Brutalism

★ Featured

Raw, anti-design aesthetic inspired by concrete architecture with unadorned elements, jarring layouts, and functional minimalism.

bergside 41
Design & Creative

ElevenLabs Automation

★ Featured

Automate ElevenLabs text-to-speech workflows -- generate speech from text, browse and inspect voices, check subscription limits, list models, stream audio, and retrieve history via the Composio MCP...

ComposioHQ 41
Development

Developer Growth Analysis

★ Featured

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 ...

ComposioHQ 41
AI & ML

Sketch

★ Featured

A friendly, hand-drawn sketch interface inspired by pencil illustrations on warm cream paper. Soft teal brand accents, hand-written display headings, rounded pill controls.

bergside 40
Design & Creative

Corporate

★ Featured

Professional, brand-aligned design with structured grids, minimalist layouts, and consistent enterprise patterns.

bergside 40
Design & Creative

Youtube Downloader

★ Featured

Download YouTube videos with customizable quality and format options. Use this skill when the user asks to download, save, or grab YouTube videos. Supports various quality settings (best, 1080p, 72...

ComposioHQ 40
AI & ML

Energetic

★ Featured

Dynamic, vibrant style with thick borders, geometric shapes, high-contrast colors, and expressive typography conveying motion and vitality.

bergside 39
Design & Creative

Langsmith Fetch

★ Featured

Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, analyzing tool calls, checking memory operations, o...

ComposioHQ 39
AI & ML

Slack Gif Creator

★ Featured

Toolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable animation primitives. This skill applies when users request animated GIFs or emoji animat...

ComposioHQ 39
Design & Creative

Tetris

★ Featured

Classic block-game inspired design with playful colors, bold display fonts, and compact, high-energy layouts.

bergside 38
Design & Creative

Meeting Insights Analyzer

★ Featured

Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conflict, use filler words, dominate conversat...

ComposioHQ 38
AI & ML

Application

★ Featured

App dashboard with purple-themed aesthetic, top-bar navigation, card-based layouts, and developer-first workflows.

bergside 37
Design & Creative

Canvas Design

★ Featured

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 ...

ComposioHQ 37
Design & Creative

Changelog Generator

★ Featured

Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turn...

ComposioHQ 37
AI & ML

Connect

★ Featured

Connect Claude to any app. Send emails, create issues, post messages, update databases - take real actions across Gmail, Slack, GitHub, Notion, and 1000+ services.

ComposioHQ 37
AI & ML

Skill Creator

★ Featured

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, wor...

ComposioHQ 37
AI & ML

Luxury

★ Featured

High-end dark aesthetic with bold headings, monochromatic palette, and premium feel for luxury brand experiences.

bergside 36
Design & Creative

Matrix

★ Featured

A cyber-slick, dark-only Matrix-inspired interface defined by minimalist fashion, high-tech digital elements

bergside 36
Design & Creative

Publication

★ Featured

Print-inspired visual language for books, magazines, and reports with editorial grids and expressive typography.

bergside 36
Design & Creative

Skeumorphism

★ Featured

Real-world mimicry with textured surfaces, 3D effects, and familiar physical metaphors for intuitive digital interfaces.

bergside 36
Design & Creative

Dramatic

★ Featured

High-contrast, theatrical design with bold layouts, immersive visuals, and unconventional compositions that command attention.

bergside 36
Design & Creative

Mcp Builder

★ Featured

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 exte...

ComposioHQ 36
AI & ML

Webapp Testing

★ Featured

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

ComposioHQ 36
Development

Expressive

★ Featured

Vibrant, personality-driven design with bold colors, playful graphics, and dynamic layouts that balance creativity with structure.

bergside 35
Design & Creative

Fantasy

★ Featured

Game-inspired fantasy aesthetic with bold, premium visuals, rich color palettes, and immersive thematic elements.

bergside 35
Design & Creative

Gradient

★ Featured

Smooth color transitions and gradient-rich surfaces for modern, playful interfaces with visual depth.

bergside 35
Design & Creative

Modern

★ Featured

Contemporary editorial style with serif typography, minimal palettes, and clean layouts for polished digital products.

bergside 35
Design & Creative

Dithered

★ Featured

Dot-pattern rendering technique that simulates shades with a limited palette for nostalgic, retro, high-contrast visuals.

bergside 35
Design & Creative

Connect Apps

★ Featured

Connect Claude to external apps like Gmail, Slack, GitHub. Use this skill when the user wants to send emails, create issues, post messages, or take actions in external services.

ComposioHQ 35
AI & ML

Content Research Writer

★ Featured

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 p...

ComposioHQ 35
Productivity

Image Enhancer

★ Featured

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

ComposioHQ 35
AI & ML

Tailored Resume Generator

★ Featured

Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances

ComposioHQ 35
AI & ML

Theme Factory

★ Featured

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 artifac...

ComposioHQ 35
AI & ML

Futuristic

★ Featured

Forward-looking design with tech-inspired typography, modern layouts, and a sleek, innovation-driven aesthetic.

bergside 34
Design & Creative

Spacious

★ Featured

Generous whitespace, consistent padding, and grid-based layouts for clean, readable, and breathing interfaces.

bergside 34
Design & Creative

Artistic

★ Featured

High-contrast, expressive style with creative typography and bold color choices for visually striking interfaces.

bergside 34
Design & Creative

Claymorphism

★ Featured

Soft, rounded 3D-like shapes mimicking malleable clay with playful, puffy elements and colorful surfaces.

bergside 34
Design & Creative

Replicate Automation

★ Featured

Automate Replicate AI model operations -- run predictions, upload files, inspect model schemas, list versions, and manage prediction history via the Composio MCP integration.

ComposioHQ 34
Development

Invoice Organizer

★ Featured

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 ...

ComposioHQ 34
AI & ML

Enterprise

★ Featured

Clean, high-contrast enterprise design for data-driven workflows with intuitive drag-and-drop patterns and structured layouts.

bergside 33
Design & Creative

Storytelling

★ Featured

Narrative-driven design using visuals, copy, and interaction to guide users through engaging, emotionally resonant journeys.

bergside 33
Design & Creative

OpenAI Automation

★ Featured

Automate OpenAI API operations -- generate responses with multimodal and structured output support, create embeddings, generate images, and list models via the Composio MCP integration.

ComposioHQ 33
Development

Lead Research Assistant

★ Featured

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 develo...

ComposioHQ 33
Productivity

Twitter Algorithm Optimizer

★ Featured

Analyze and optimize tweets for maximum reach using Twitter's open-source algorithm insights. Rewrite and edit user tweets to improve engagement and visibility based on how the recommendation syste...

ComposioHQ 33
AI & ML

Raffle Winner Picker

★ Featured

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

ComposioHQ 32
AI & ML

Skill Share

★ Featured

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

ComposioHQ 32
AI & ML

Professional

★ Featured

Polished, business-ready design with modern typography, structured layouts, and a trustworthy visual identity.

bergside 31
Design & Creative

Editorial

★ Featured

Magazine-inspired editorial layout with refined serif typography, structured grids, and elegant reading experiences.

bergside 31
Design & Creative

Brand Guidelines

★ Featured

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 formatt...

ComposioHQ 30
Design & Creative

Competitive Ads Extractor

★ Featured

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 a...

ComposioHQ 30
Productivity

Domain Name Brainstormer

★ Featured

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.

ComposioHQ 30
AI & ML

Defi Protocol Templates

Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.

wshobson 41
AI & ML

Claude Code Guide

Master guide for using Claude Code effectively. Includes configuration templates, prompting strategies "Thinking" keywords, debugging techniques, and best practices for interacting with the agent.

davila7 41
Development

Cqrs Implementation

Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems.

wshobson 38
AI & ML

Deepspeed

Expert guidance for distributed training with DeepSpeed - ZeRO optimization stages, pipeline parallelism, FP16/BF16/FP8, 1-bit Adam, sparse attention

Orchestra Research 38
Development

Training Llms Megatron

Trains large language models (2B-462B parameters) using NVIDIA Megatron-Core with advanced parallelism strategies. Use when training models >1B parameters, need maximum GPU efficiency (47% MFU on H...

Orchestra Research 38
Development

Code Refactorer

Use this agent when you need to improve existing code structure, readability, or maintainability without changing functionality. This includes cleaning up messy code, reducing duplication, improvin...

iannuttall 38
AI & ML

Temporal Python Testing

Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal wor...

wshobson 36
AI & ML

Linkerd Patterns

Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking ...

wshobson 36
AI & ML

Parallel Debugging

Debug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration. Use this skill when debugging bugs with multiple potential causes, perf...

wshobson 35
AI & ML

Api Design Principles

Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing...

wshobson 35
AI & ML

Agent Messaging

Send and receive cryptographically signed messages between AI agents using the Agent Messaging Protocol (AMP). Use when the user asks to "send a message to an agent", "check agent inbox", "message ...

davila7 35
Development

Llamaindex

Data framework for building LLM applications with RAG. Specializes in document ingestion (300+ connectors), indexing, and querying. Features vector indices, query engines, agents, and multi-modal s...

Orchestra Research 35
Development

Crewai

Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (s...

davila7 35
Development

Project Task Planner

Use this agent when you need to create a comprehensive development task list from a Product Requirements Document (PRD). This agent analyzes PRDs and generates detailed, structured task lists cover...

iannuttall 35
AI & ML

Multi Reviewer Patterns

Coordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting. Use this skill when organizing multi-reviewer code ...

wshobson 34
AI & ML

Parallel Feature Development

Coordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patterns for multi-agent implementation. Use this skill when decomposing a large fe...

wshobson 34
AI & ML

Secrets Management

Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD ...

wshobson 34
AI & ML

Task Coordination Strategies

Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. Use this skill when breaking down work for agent teams, mana...

wshobson 33
AI & ML

Team Communication Protocols

Structured messaging protocols for agent team communication including message type selection, plan approval, shutdown procedures, and anti-patterns to avoid. Use this skill when establishing commun...

wshobson 33
AI & ML

Block No Verify Hook

Configure a PreToolUse hook to prevent AI agents from skipping git pre-commit hooks with --no-verify and other bypass flags. Use when setting up Claude Code projects that enforce commit quality gates.

wshobson 33
AI & ML

Nft Standards

Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementi...

wshobson 33
AI & ML

Web3 Testing

Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or va...

wshobson 33
AI & ML

Deployment Pipeline Design

Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use this skill when designing zero-downtime deployment pipelines, implementing canary rollout ...

wshobson 33
AI & ML

Cost Optimization

Optimize cloud costs across AWS, Azure, GCP, and OCI through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrast...

wshobson 33
AI & ML

Memory Search

Search conversation history and semantic memory to recall previous discussions, decisions, and context. Use when the user asks to "search memory", "what did we discuss", "remember when", "find prev...

davila7 33
Development

Planning

Create and manage persistent markdown planning files for structured task execution. Use when the user asks to "create a plan", "track progress", "start a research project", or when a task requires ...

davila7 33
Development

Autonomous Agent Patterns

Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ...

davila7 33
Development

Behavioral Modes

AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.

davila7 33
Development

Data Scientist

Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence.

davila7 33
Development

Pytorch Lightning

High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from laptop to supercomputer with same code. ...

Orchestra Research 33
Development

Frontend Designer

Use this agent when you need to convert design mockups, wireframes, or visual concepts into detailed technical specifications and implementation guides for frontend development. This includes analy...

iannuttall 33
AI & ML

Security Auditor

Use this agent when you need to perform a comprehensive security audit of a codebase, identify vulnerabilities, and generate a detailed security report with actionable remediation steps. This inclu...

iannuttall 33
AI & ML

Wcag Audit Patterns

Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing ac...

wshobson 32
AI & ML

Fastapi Templates

Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.

wshobson 32
AI & ML

Microservices Patterns

Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing micros...

wshobson 32
AI & ML

Projection Patterns

Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.

wshobson 32
AI & ML

Saga Orchestration

Implement saga patterns for distributed transactions and cross-aggregate workflows. Use this skill when implementing distributed transactions across microservices where 2PC is unavailable, designin...

wshobson 32
AI & ML

Hybrid Cloud Networking

Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting ...

wshobson 32
AI & ML

Mtls Configuration

Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.

wshobson 32
AI & ML

Langchain

Framework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (OpenAI, Anthropic, Google), 500+ integrations, ReAct agents, tool calling, memory manageme...

Orchestra Research 32
Development

Nemo Curator

GPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filtering (30+ heuristics), semantic deduplication, PII redaction...

Orchestra Research 32
Development

Screen Reader Testing

Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology supp...

wshobson 31
AI & ML

Team Composition Patterns

Design optimal agent team compositions with sizing heuristics, preset configurations, and agent type selection. Use this skill when deciding how many agents to spawn for a task, when choosing betwe...

wshobson 31
AI & ML

Workflow Orchestration Patterns

Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running ...

wshobson 31
AI & ML

Solidity Security

Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementin...

wshobson 31
AI & ML

Kpi Dashboard Design

Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MR...

wshobson 31
AI & ML

Github Actions Templates

Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or cre...

wshobson 31
AI & ML

Agent Management

Create, manage, and orchestrate AI agents using the AI Maestro CLI. Use when the user asks to "create agent", "list agents", "delete agent", "hibernate agent", "wake agent", "install plugin", "show...

davila7 31
Development

Computer Use Agents

Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-so...

davila7 31
Development

Dispatching Parallel Agents

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

davila7 31
Development

Ray Train

Distributed training orchestration across clusters. Scales PyTorch/TensorFlow/HuggingFace from laptop to 1000s of nodes. Built-in hyperparameter tuning with Ray Tune, fault tolerance, elastic scali...

Orchestra Research 31
Development

Prd Writer

Use this agent when you need to create a comprehensive Product Requirements Document (PRD) for a software project or feature. This includes situations where you need to document business goals, use...

iannuttall 31
AI & ML

Data Storytelling

Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive present...

wshobson 30
AI & ML

Graph Query

Query the code graph database to understand component relationships, dependencies, and change impact. Use when the user asks to "find callers", "check dependencies", "what uses this", "show relatio...

davila7 30
Development

Ai Agents Architect

Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ...

davila7 30
Development

Huggingface Accelerate

Simplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for DeepSpeed/FSDP/Megatron/DDP. Automatic device placement, mixed precision (FP16/BF16/FP8)...

Orchestra Research 30
Development

Architecture Patterns

Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use this skill when designing clean architecture for a new microservic...

wshobson 29
AI & ML

Gitlab Ci Patterns

Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up...

wshobson 29
AI & ML

Data Engineer

Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data platforms.

davila7 29
Development
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Frequently asked questions

Quick answers to the most common questions about AI agent skills. Read the full primer →

What is an AI Agent Skill (SKILL.md)?
An Agent Skill is a small, single-file plugin (usually called SKILL.md) that tells an AI coding agent — Claude Code, Cursor, OpenAI Codex, Gemini CLI, OpenCode, Windsurf — how to do one specific job well. The file uses a tiny YAML frontmatter (name, description, optional version) followed by Markdown instructions the agent reads as system context. Skills are vendor-neutral, version-controlled and free. We index 167+ of them at AI Gear Base.
How do I install a skill in Claude Code?
Copy the SKILL.md file into your project's .claude/skills/ folder (or your global ~/.claude/skills/ for personal skills). Claude Code auto-discovers any SKILL.md in those paths on next launch. No package manager, no install command — just drop the file in. Most skills on AI Gear Base include a one-line curl command that does this for you.
Which AI agents support the SKILL.md format?
Native support: Claude Code, OpenAI Codex CLI, Gemini CLI, OpenCode, Windsurf, Cursor (via Cursor Rules adapter). Skills also work in any LLM workflow that can prepend a system prompt — so you can paste a SKILL.md into ChatGPT, Claude.ai, or any custom orchestrator and get most of the benefit.
Are these skills free? What's the licence?
Yes — 100% free. Every skill on AI Gear Base links back to its upstream GitHub repo, where you can read the source and verify the licence (most are MIT or Apache 2.0). We don't republish or modify the files; we just index, categorise and make them searchable.
What's the difference between a Skill, a subagent and a prompt?
A prompt is a one-shot instruction the user types. A subagent is a delegated worker the parent agent spawns for a specific subtask (often configured per-project). A Skill is a reusable capability file — it sits alongside your project and is auto-loaded when the agent decides the task matches the skill's description. Skills are the most portable of the three because they're plain Markdown.
How do I publish my own skill on AI Gear Base?
Publish a public GitHub repo containing one or more SKILL.md files with proper YAML frontmatter (name, description). Then submit the repo URL via /submit and we'll re-sync it on the next crawl. Premium / verified skills from official vendor accounts (Anthropic, Microsoft, Google, Vercel, Cloudflare) are featured automatically.