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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. 79 566 files from 1 758 authors, of which 61 913 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.

61 913
unique skills
out of 79 566 files found on GitHub
17 653
are copies
same content, someone else's repository
1 739
tokens, median
what a typical skill costs you in context
7 886
name collisions
two skills with one name cannot sit side by side

45 301–45 360 of 61 913

page 756 of 1 032
Cloud Devops
by christophacham

Cloud infrastructure and DevOps workflow covering AWS, Azure, GCP, Kubernetes, Terraform, CI/CD, monitoring, and cloud-native development.

1k tokens
Cloudflare Workers Expert
by christophacham

Expert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage.

844 tokens
Cloudformation Best Practices
by christophacham

CloudFormation template optimization, nested stacks, drift detection, and production-ready patterns. Use when writing or reviewing CF templates.

619 tokens
Code Docs
by christophacham

Apply Google Style documentation standards to Python, Go, and Terraform code. Use when writing or reviewing code that needs docstrings/comments, when asked to "document this code", "add docstrings", "follow Google Style", or when improving code documentation quality. Supports Python docstrings, Go comments, and Terraform variable/output descriptions. Enforces consistent, professional documentation standards.

14k tokens
Database Cloud Optimization Cost Optimize
by christophacham

You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and ...

13k tokens
Deployment Engineer
by christophacham

Expert deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation.

2k tokens
Deployment Pipeline Design
by christophacham

Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing Gi...

2k tokens
Deployment Procedures
by christophacham

Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.

1k tokens
Deployment Validation Config Validate
by christophacham

You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configurat

4k tokens
Devops Troubleshooter
by christophacham

Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability.

2k tokens
Docker Expert
by christophacham

Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and production deployment patterns. Use PROACTIVELY f...

4k tokens
Excalidraw Studio
by christophacham

Generate Excalidraw diagrams from natural language descriptions. Outputs .excalidraw JSON files openable in Excalidraw. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", "generate an Excalidraw file", "draw an ER diagram", "create a sequence diagram", or "make a class diagram". Supports flowcharts, relationship diagrams, mind maps, architecture, DFD, swimlane, class, sequence, and ER diagrams. Can use icon libraries (AWS, GCP, etc.) when set up. Do NOT use for code architecture analysis (use the architecture skills), Mermaid diagram rendering (use mermaid-studio), or non-visual documentation (use docs-writer).

55k tokens scripts
Expo Deployment
by christophacham

Deploying Expo apps to iOS App Store, Android Play Store, web hosting, and API routes

1k tokens
GCP Cloud Run
by christophacham

Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-dri...

2k tokens
GroqCloud Automation
by christophacham

Automate AI inference, chat completions, audio translation, and TTS voice management through GroqCloud's high-performance API via Composio

1k tokens needs MCP
Hig Technologies
by christophacham

Apple HIG guidance for Apple technology integrations: Siri, Apple Pay, HealthKit, HomeKit, ARKit, machine learning, generative AI, iCloud, Sign in with Apple, SharePlay, CarPlay, Game Center,...

152k tokens
Hybrid Cloud Architect
by christophacham

Expert hybrid cloud architect specializing in complex multi-cloud solutions across AWS/Azure/GCP and private clouds (OpenStack/VMware).

2k tokens
Hybrid Cloud Networking
by christophacham

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

2k tokens
Icims Talent Cloud Automation
by christophacham

Automate Icims Talent Cloud tasks via Rube MCP (Composio). Always search tools first for current schemas.

771 tokens needs MCP
Incident Response Incident Response
by christophacham

Use when working with incident response incident response

3k tokens
Istio Traffic Management
by christophacham

Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilie...

2k tokens
Jigsawstack Automation
by christophacham

Automate Jigsawstack tasks via Rube MCP (Composio). Always search tools first for current schemas.

745 tokens needs MCP
Jumpcloud Automation
by christophacham

Automate Jumpcloud tasks via Rube MCP (Composio). Always search tools first for current schemas.

738 tokens needs MCP
K8s Manifest Generator
by christophacham

Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creat...

15k tokens
Kubernetes Architect
by christophacham

Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration.

2k tokens
Kubernetes Deployment
by christophacham

Kubernetes deployment workflow for container orchestration, Helm charts, service mesh, and production-ready K8s configurations.

835 tokens
Linux Shell Scripting
by christophacham

This skill should be used when the user asks to \"create bash scripts\", \"automate Linux tasks\", \"monitor system resources\", \"backup files\", \"manage users\", or \"write production she...

3k tokens
Linux Troubleshooting
by christophacham

Linux system troubleshooting workflow for diagnosing and resolving system issues, performance problems, and service failures.

1k tokens
Log Analyzer
by christophacham

全维度日志分析技能。自动识别日志类型(Java应用/MySQL Binlog/Nginx/Trace/告警),提取关键实体(IP、thread_id、trace_id、用户、表名等),进行根因定位、告警分析、异常洞察。支持100M+大文件。触发词:分析日志、日志排查、根因定位、告警分析、异常分析。

10k tokens scripts zh
Multi Cloud Architecture
by christophacham

Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock-in, or leveragin...

1k tokens
OS Scripting
by christophacham

Operating system and shell scripting troubleshooting workflow for Linux, macOS, and Windows. Covers bash scripting, system administration, debugging, and automation.

2k tokens
Outline
by christophacham

Search, read, and manage Outline wiki documents. Use when: (1) searching wiki for documentation, (2) reading wiki pages or articles, (3) listing wiki collections or documents, (4) creating or updating wiki content, (5) exporting documents as markdown. Works with any Outline wiki instance (self-hosted or cloud).

9k tokens scripts
Posix Shell Pro
by christophacham

Expert in strict POSIX sh scripting for maximum portability across Unix-like systems. Specializes in shell scripts that run on any POSIX-compliant shell (dash, ash, sh, bash --posix).

4k tokens
Salesforce Marketing Cloud Automation
by christophacham

Automate Salesforce Marketing Cloud tasks via Rube MCP (Composio). Always search tools first for current schemas.

801 tokens needs MCP
Salesforce Service Cloud Automation
by christophacham

Automate Salesforce Service Cloud tasks via Rube MCP (Composio). Always search tools first for current schemas.

794 tokens needs MCP
Secrets Management
by christophacham

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 ...

2k tokens
Terraform AWS Modules
by christophacham

Terraform module creation for AWS — reusable modules, state management, and HCL best practices. Use when building or reviewing Terraform AWS infrastructure.

621 tokens
Terraform Azurerm Set Diff Analyzer
by christophacham

Analyze Terraform plan JSON output for AzureRM Provider to distinguish between false-positive diffs (order-only changes in Set-type attributes) and actual resource changes. Use when reviewing terraform plan output for Azure resources like Application Gateway, Load Balancer, Firewall, Front Door, NSG, and other resources with Set-type attributes that cause spurious diffs due to internal ordering changes.

12k tokens scripts
Terraform Infrastructure
by christophacham

Terraform infrastructure as code workflow for provisioning cloud resources, creating reusable modules, and managing infrastructure at scale.

855 tokens
Terraform Module Library
by christophacham

Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, ...

2k tokens
Terraform Skill
by christophacham

Terraform infrastructure as code best practices

4k tokens
Terraform Specialist
by christophacham

Expert Terraform/OpenTofu specialist mastering advanced IaC automation, state management, and enterprise infrastructure patterns.

2k tokens
Update Avm Modules In Bicep
by christophacham

Update Azure Verified Modules (AVM) to latest versions in Bicep files.

569 tokens
Tutorial Engineer
by christophacham

Creates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on examples.

4k tokens
Interactive Portfolio
by christophacham

Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios,...

1k tokens
Plaid Fintech
by christophacham

Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices...

380 tokens
Risk Manager
by christophacham

Monitor portfolio risk, R-multiples, and position limits. Creates hedging strategies, calculates expectancy, and implements stop-losses.

467 tokens
2d Games
by christophacham

2D game development principles. Sprites, tilemaps, physics, camera.

576 tokens
3d Games
by christophacham

3D game development principles. Rendering, shaders, physics, cameras.

670 tokens
Algolia Search
by christophacham

Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality.

528 tokens
Algorithmic Art
by christophacham

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.

5k tokens
Kaizen:analyse
by christophacham

Auto-selects best Kaizen method (Gemba Walk, Value Stream, or Muda) for target

4k tokens
Antfu
by christophacham

Anthony Fu's opinionated tooling and conventions for JavaScript/TypeScript projects. Use when setting up new projects, configuring ESLint/Prettier alternatives, monorepos, library publishing, or when the user mentions Anthony Fu's preferences.

4k tokens
Architect Review
by christophacham

Master software architect specializing in modern architecture

2k tokens
Architecture Decision Records
by christophacham

Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect...

3k tokens
Architecture Patterns
by christophacham

Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ...

4k tokens
Arm Cortex Expert
by christophacham

Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD).

3k tokens
Bevy Ecs Expert
by christophacham

Master Bevy's Entity Component System (ECS) in Rust, covering Systems, Queries, Resources, and parallel scheduling.

846 tokens
Binary Analysis Patterns
by christophacham

Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing...

2k tokens
Blue Ocean Strategy
by christophacham

Create uncontested market space using value innovation instead of competing head-to-head. Use when the user mentions "blue ocean", "red ocean", "strategy canvas", "ERRC framework", "value innovation", or "non-customers". Covers the Four Actions Framework, buyer utility map, and value-cost trade-offs. For tech adoption strategy, see crossing-the-chasm. For product positioning, see obviously-awesome.

40k 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: 11 350 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 79 566 files found on GitHub, 61 913 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 into the model's context when it is used, so its size is a running cost on every request that touches it. We measure the whole folder, not just SKILL.md: one official skill is 377 tokens, another drags 83 files of fonts behind it.
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: 7 886 skills here share a name with another skill, and two of them cannot sit side by side.