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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. 86 696 files from 2 113 authors, of which 68 413 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.

68 413
unique skills
out of 86 696 files found on GitHub
18 283
are copies
same content, someone else's repository
1 744
tokens, median
what a typical skill costs you in context
8 409
name collisions
two skills with one name cannot sit side by side

2 281–2 340 of 68 413

page 39 of 1 141
Azure Mgmt Botservice Dotnet
by lingxling
×1

Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, Slack), and connection settings.

2.5k tokens
Azure Mgmt Botservice Py
by lingxling
×1

Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources.

2k tokens
Azure Mgmt Fabric Dotnet
by lingxling
×1

Azure Resource Manager SDK for Fabric in .NET.

2.8k tokens
Azure Mgmt Fabric Py
by lingxling
×1

Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources.

1.7k tokens
Azure Mgmt Mongodbatlas Dotnet
by lingxling
×1

Manage MongoDB Atlas Organizations as Azure ARM resources with unified billing through Azure Marketplace.

2.8k tokens
Azure Mgmt Weightsandbiases Dotnet
by lingxling
×1

Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace. Use for creating W&B instances, managing SSO, marketplace integration, and ML observability.

2.7k tokens
Azure Microsoft Playwright Testing Ts
by lingxling
×1

Run Playwright tests at scale with cloud-hosted browsers and integrated Azure portal reporting.

2.1k tokens
Azure Monitor Ingestion Java
by lingxling
×1

Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE).

1.9k tokens
Azure Monitor Ingestion Py
by lingxling
×1

Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API.

1.4k tokens
Azure Monitor Opentelemetry Exporter Java
by lingxling
×1

Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights.

2.2k tokens
Azure Monitor Opentelemetry Exporter Py
by lingxling
×1

Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights.

1.6k tokens
Azure Monitor Opentelemetry Py
by lingxling
×1

Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation.

1.3k tokens
Azure Monitor Opentelemetry Ts
by lingxling
×1

Auto-instrument Node.js applications with distributed tracing, metrics, and logs.

2.2k tokens
Azure Monitor Query Java
by lingxling
×1

Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources.

3.3k tokens
Azure Monitor Query Py
by lingxling
×1

Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics.

1.6k tokens
Azure Postgres Ts
by lingxling
×1

Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package.

3.2k tokens
Azure Resource Manager Cosmosdb Dotnet
by lingxling
×1

Azure Resource Manager SDK for Cosmos DB in .NET.

2k tokens
Azure Resource Manager Durabletask Dotnet
by lingxling
×1

Azure Resource Manager SDK for Durable Task Scheduler in .NET.

3.1k tokens
Azure Resource Manager Mysql Dotnet
by lingxling
×1

Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments.

3.4k tokens
Azure Resource Manager Playwright Dotnet
by lingxling
×1

Azure Resource Manager SDK for Microsoft Playwright Testing in .NET.

2.5k tokens
Azure Resource Manager Postgresql Dotnet
by lingxling
×1

Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments.

3.9k tokens
Azure Resource Manager Redis Dotnet
by lingxling
×1

Azure Resource Manager SDK for Redis in .NET.

2.9k tokens
Azure Resource Manager SQL Dotnet
by lingxling
×1

Azure Resource Manager SDK for Azure SQL in .NET.

2.5k tokens
Azure Search Documents Py
by lingxling
×1

Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets.

3.6k tokens
Azure Search Documents Ts
by lingxling
×1

Build search applications with vector, hybrid, and semantic search capabilities.

1.7k tokens
Azure Security Keyvault Keys Dotnet
by lingxling
×1

Azure Key Vault Keys SDK for .NET. Client library for managing cryptographic keys in Azure Key Vault and Managed HSM. Use for key creation, rotation, encryption, decryption, signing, and verification.

3.1k tokens
Azure Security Keyvault Keys Java
by lingxling
×1

Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify operations, or working with HSM-backed keys.

2.8k tokens
Azure Security Keyvault Secrets Java
by lingxling
×1

Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data.

3k tokens
Azure Servicebus Dotnet
by lingxling
×1

Azure Service Bus SDK for .NET. Enterprise messaging with queues, topics, subscriptions, and sessions.

2.7k tokens
Azure Servicebus Py
by lingxling
×1

Azure Service Bus SDK for Python messaging. Use for queues, topics, subscriptions, and enterprise messaging patterns.

2.1k tokens
Azure Servicebus Ts
by lingxling
×1

Enterprise messaging with queues, topics, and subscriptions.

1.7k tokens
Azure Speech To Text REST Py
by lingxling
×1

Azure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK.

2.7k tokens
Azure Storage Blob Java
by lingxling
×1

Build blob storage applications using the Azure Storage Blob SDK for Java.

2.6k tokens
Azure Storage Blob Py
by lingxling
×1

Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle.

1.6k tokens
Azure Storage Blob Rust
by lingxling
×1

Azure Blob Storage SDK for Rust. Use for uploading, downloading, and managing blobs and containers.

898 tokens
Azure Storage Blob Ts
by lingxling
×1

Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and containers.

3.2k tokens
Azure Storage File Datalake Py
by lingxling
×1

Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations.

1.4k tokens
Azure Storage File Share Py
by lingxling
×1

Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud.

1.3k tokens
Azure Storage File Share Ts
by lingxling
×1

Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-share) for SMB file share operations.

3.1k tokens
Azure Storage Queue Py
by lingxling
×1

Azure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing.

1.4k tokens
Bash Pro
by lingxling
×1

Master of defensive Bash scripting for production automation, CI/CD pipelines, and system utilities. Expert in safe, portable, and testable shell scripts. '

4.7k tokens
C Pro
by lingxling
×1

Write efficient C code with proper memory management, pointer

462 tokens
Context Compression
by lingxling
×1

When agent sessions generate millions of tokens of conversation history, compression becomes mandatory. The naive approach is aggressive compression to minimize tokens per request.

3.1k tokens
Context Degradation
by lingxling
×1

Language models exhibit predictable degradation patterns as context length increases. Understanding these patterns is essential for diagnosing failures and designing resilient systems.

3.9k tokens
Context Driven Development
by lingxling
×1

Guide for implementing and maintaining context as a managed artifact alongside code, enabling consistent AI interactions and team alignment through structured project documentation.

3k tokens
Context Fundamentals
by lingxling
×1

Context is the complete state available to a language model at inference time. It includes everything the model can attend to when generating responses: system instructions, tool definitions, retrieved documents, message history, and tool outputs.

3.1k tokens
Context Management Context Restore
by lingxling
×1

Use when working with context management context restore

1.6k tokens
Context Manager
by lingxling
×1

Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems.

2.1k tokens
Context Optimization
by lingxling
×1

Context optimization extends the effective capacity of limited context windows through strategic compression, masking, caching, and partitioning. The goal is not to magically increase context windows but to make better use of available capacity.

2.2k tokens
Context Window Management
by lingxling
×1

Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot

2.4k tokens
Context7 Auto Research
by lingxling
×1

Automatically fetch latest library/framework documentation for Claude Code via Context7 API. Use when you need up-to-date documentation for libraries and frameworks or asking about React, Next.js, Prisma, or any other popular library.

405 tokens
Conversation Memory
by lingxling
×1

Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory

3.6k tokens
Convertkit Automation
by lingxling
×1

Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas.

1.9k tokens
Copilot SDK
by lingxling
×1

Build applications that programmatically interact with GitHub Copilot. The SDK wraps the Copilot CLI via JSON-RPC, providing session management, custom tools, hooks, MCP server integration, and streaming across Node.js, Python, Go, and .NET.

3.8k tokens
Copy Editing
by lingxling
×1

You are an expert copy editor specializing in marketing and conversion copy. Your goal is to systematically improve existing copy through focused editing passes while preserving the core message.

3.3k tokens
Copywriting
by lingxling
×1

Write rigorous, conversion-focused marketing copy for landing pages and emails. Enforces brief confirmation and strict no-fabrication rules.

1.4k tokens
Core Components
by lingxling
×1

Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.

1.3k tokens
Cost Optimization
by lingxling
×1

Strategies and patterns for optimizing cloud costs across AWS, Azure, and GCP.

1.7k tokens
Cpp Pro
by lingxling
×1

Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization.

546 tokens
Cqrs Implementation
by lingxling
×1

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

397 tokens

Claude Skills — questions

Answers built from the skills we actually parsed.

What is a Claude Skill?
A folder with a SKILL.md file: instructions that teach an agent to do one thing well, optionally with scripts and reference files alongside. The format is open and called Agent Skills — Claude Code, Codex and other agents read the same files. It is not a program you run; it is knowledge the agent loads when the task calls for it.
How is a skill different from an MCP server?
A server gives the agent new abilities — it connects to something and exposes tools. A skill gives the agent knowledge: how to use what it already has. They combine, and often literally: 13 362 of the skills here declare which MCP servers they need to work.
Why are there fewer skills here than in other catalogues?
Because we deduplicate by content. Of 86 696 files found on GitHub, 68 413 are unique — the rest is the same skill copied into someone else's repository, word for word. Catalogues that count files rather than skills show every copy as a separate entry.
What does the token count mean?
A skill is loaded in stages. Its name and description stay in the model's context all the time; the body of SKILL.md is read when the skill is used; other files in the folder, such as references, scripts and fonts, are opened only when the skill asks for them. The number we show is SKILL.md, the part every use pays for. A big folder is not a big cost: one official skill ships 83 font files, and none of them ever enters the context.
How do I install a skill?
Copy the skill folder into ~/.claude/skills for personal use, or into .claude/skills inside a project. The agent picks it up by the name in the SKILL.md header — which is worth checking: 8 409 skills here share a name with another skill, and two of them cannot sit side by side.