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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. 80 149 files from 1 774 authors, of which 62 489 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.

62 489
unique skills
out of 80 149 files found on GitHub
17 660
are copies
same content, someone else's repository
1 741
tokens, median
what a typical skill costs you in context
7 984
name collisions
two skills with one name cannot sit side by side

32 161–32 220 of 62 489

page 537 of 1 042
Microservices Contract Testing
by PramodDutta

Consumer-driven contract testing for microservices using Pact, ensuring API compatibility and preventing integration breakages across service boundaries.

1k tokens
Memory Profiling & Leak Detection
by PramodDutta

Systematic memory profiling and leak detection in applications using heap snapshots, allocation tracking, and garbage collection analysis.

994 tokens
Mobile Accessibility Testing
by PramodDutta

Accessibility testing for mobile apps including VoiceOver/TalkBack testing, touch target sizes, dynamic type support, and motor accessibility.

1k tokens
Mobile Device Farm Testing
by PramodDutta

Scalable mobile testing using cloud device farms like AWS Device Farm, BrowserStack, and Firebase Test Lab for cross-device compatibility.

1k tokens
Mobile Performance Testing
by PramodDutta

Mobile application performance testing including app launch time, frame rendering, memory profiling, battery consumption, network throttling, and crash analytics using Appium, XCTest, and Espresso with real device testing.

6k tokens
Mobile Gesture Tester
by PramodDutta

Test touch gestures including swipe, pinch-to-zoom, long press, and drag-and-drop on mobile viewports and touch-enabled devices.

9k tokens
Mocha Testing
by PramodDutta

Comprehensive Mocha testing skill for writing robust unit and integration tests in JavaScript and TypeScript with Chai assertions, Sinon mocking, async patterns, and CI/CD integration.

5k tokens
MongoDB Testing Patterns
by PramodDutta

MongoDB testing with in-memory MongoDB, aggregation pipeline testing, schema validation, indexing verification, and replica set testing.

988 tokens
MSTest Testing
by PramodDutta

Microsoft's built-in .NET testing framework covering test classes, data-driven tests, assertions, lifecycle management, mocking with Moq, and integration testing for C# applications.

4k tokens
MSW Mock Service Worker
by PramodDutta

API mocking with Mock Service Worker for browser and Node.js environments including request interception, response simulation, and network error testing.

975 tokens
MSW API Mocking
by PramodDutta

Mock Service Worker v2 patterns - http and graphql request handlers, setupServer for Node test runs, setupWorker for the browser, per-test handler overrides, and strict unhandled-request policies.

2k tokens
Multi Tenant Testing
by PramodDutta

Testing multi-tenant application isolation including data segregation, tenant-specific configuration, cross-tenant access prevention, and performance isolation.

1k tokens
Mutation Test Generator
by PramodDutta

Generate and run mutation tests to measure test suite effectiveness by introducing code mutations and verifying detection rates.

9k tokens
Advanced Mutation Testing
by PramodDutta

Advanced mutation testing using Stryker, PIT, and mutmut to measure test suite quality by introducing controlled mutations and tracking kill rates.

1k tokens
Mutation Testing
by PramodDutta

Run mutation testing with StrykerJS for TypeScript/JavaScript and mutmut for Python to measure whether your test suite actually catches bugs, enforce mutation score thresholds, and keep runs fast with incremental mode in CI.

2k tokens
N+1 Query Detector
by PramodDutta

Detect and eliminate N+1 query problems in database-backed applications through query counting, execution plan analysis, and ORM configuration auditing

8k tokens
Nemo js Testing
by PramodDutta

Comprehensive Nemo.js test automation skill for PayPal's Selenium-based Node.js testing framework featuring view-driven locators, flexible configuration, Mocha integration, and scalable browser automation patterns.

4k tokens
Negative Test Generator
by PramodDutta

Systematically generate negative test cases covering invalid inputs, unauthorized actions, missing required fields, exceeded limits, and malformed request payloads

11k tokens
NestJS Testing Patterns
by PramodDutta

NestJS application testing with @nestjs/testing, dependency injection mocking, e2e testing with supertest, guard testing, and pipe validation testing.

986 tokens
Network Latency Testing
by PramodDutta

Network latency simulation and testing for measuring application behavior under various network conditions including high latency, packet loss, and bandwidth constraints.

990 tokens
Next js Testing Patterns
by PramodDutta

Next.js application testing covering Server Components, App Router, API routes, middleware, dynamic routes, and SSR/SSG testing patterns.

984 tokens
NightwatchJS Testing
by PramodDutta

Comprehensive NightwatchJS end-to-end testing skill with integrated Selenium WebDriver, built-in assertions, page objects, and parallel test execution for reliable browser automation in JavaScript and TypeScript.

4k tokens
Notification Spam Detector
by PramodDutta

Test notification systems for spam behavior including duplicate alerts, missing throttling, incorrect delivery channels, and notification preference violations

10k tokens
Nock HTTP Request Mocking
by PramodDutta

HTTP request mocking with Nock for Node.js testing including request intercepting, response recording, and external API simulation.

973 tokens
Nuclei API Security Scanning
by PramodDutta

Teach agents to run Nuclei DAST and API security scans in CI, write templates, and gate builds on actionable findings.

2k tokens
NUnit Testing
by PramodDutta

NUnit 3 constraint-based testing for C# covering Assert.That patterns, parameterized tests, setup/teardown, Moq mocking, test categories, and the fluent assertion model.

5k tokens
OAuth2 Security Testing
by PramodDutta

Security testing for OAuth2 implementations including authorization code flow, PKCE, token handling, redirect URI validation, and scope enforcement.

986 tokens
OpenAI Evals Trace Grading
by PramodDutta

Grade LLM and agent traces with OpenAI Evals - build datasets, configure string/python/model graders, run eval suites, and gate agent behavior changes in CI.

3k tokens
Offline Mode Tester
by PramodDutta

Validate progressive web app offline functionality including service worker caching, offline data persistence, sync-on-reconnect behavior, and graceful degradation

10k tokens
OpenAPI Test Generation
by PramodDutta

Automatically generating API tests from OpenAPI/Swagger specifications including request validation, response schema checking, and edge case generation.

990 tokens
OpenTelemetry Testing
by PramodDutta

Testing distributed tracing and observability instrumentation with OpenTelemetry including span verification, metric collection, and log correlation.

1k tokens
OpenAPI Schema Validation
by PramodDutta

OpenAPI/Swagger specification validation and testing to ensure API implementations match their documented contracts with automated drift detection.

989 tokens
OWASP Security Testing
by PramodDutta

Security testing skill based on OWASP Top 10, covering ZAP scanning, security headers, input validation, authentication, and authorization testing.

4k tokens
Oss Fuzz Integration Testing
by PramodDutta

Integration with Google OSS-Fuzz for continuous fuzzing of open-source projects with automated bug filing and regression tracking.

987 tokens
Pa11y Accessibility CI
by PramodDutta

Teach agents to automate accessibility testing in CI with pa11y and pa11y-ci, including thresholds, sitemap crawling, GitHub Actions gating, and WCAG rule tuning.

2k tokens
Page Speed Critic
by PramodDutta

Analyze page load performance using Core Web Vitals, Lighthouse scores, resource waterfall analysis, and performance budgets with automated regression detection.

10k tokens
Pagination Testing Patterns
by PramodDutta

Testing pagination implementations including cursor-based, offset-based, keyset pagination with edge cases, performance, and consistency verification.

1k tokens
Pairwise Test Generator
by PramodDutta

Generate optimized test combinations using pairwise (all-pairs) testing algorithms to achieve maximum coverage with minimum test cases across multiple input parameters

9k tokens
Payment Integration Testing
by PramodDutta

Payment gateway testing including Stripe, PayPal, and Square integration testing with sandbox environments, webhook verification, and error handling.

992 tokens
Pci DSS Compliance Testing
by PramodDutta

Testing PCI-DSS compliance for payment processing including encryption validation, access control testing, and secure data storage verification.

993 tokens
PDF Generation Testing
by PramodDutta

Testing PDF generation including layout verification, content accuracy, font embedding, accessibility (PDF/UA), and cross-platform rendering consistency.

981 tokens
Percy Visual Regression Testing
by PramodDutta

Catch UI regressions with Percy visual testing, snapshot strategy, Playwright and Cypress integration, responsive widths, dynamic-content stabilization, review workflow discipline, and CI gating without approval fatigue.

2k tokens
Performance Budget Testing
by PramodDutta

Enforcing performance budgets in CI/CD including bundle size limits, load time thresholds, Lighthouse score gates, and resource count limits.

1k tokens
Performance Test Scenario Generator
by PramodDutta

Generate realistic performance test scenarios with load profiles, ramp-up patterns, think times, and acceptance criteria derived from production traffic analysis

8k tokens
Tufte Data Viz
by caylent

>- Use when creating, reviewing, or styling charts, graphs, dashboards, sparklines, or any data visualization. Applies to Recharts, ECharts, Chart.js, matplotlib, Plotly, seaborn, D3.js, and SVG. Enforces Tufte principles (data-ink ratio, direct labeling, range-frame axes) plus modern screen-first standards (accessibility, responsive, dark mode).

438k tokens scripts
PHPUnit Testing
by PramodDutta

Comprehensive PHP testing with PHPUnit covering assertions, data providers, mocking, test doubles, database testing, and HTTP testing for reliable PHP application development.

4k tokens
CD Pipeline Testing
by PramodDutta

Testing CI/CD pipeline configurations including build validation, deployment verification, rollback testing, and pipeline-as-code quality checks.

973 tokens
Advanced Playwright E2E Framework
by PramodDutta

Enterprise-grade Playwright test automation framework using 8-layer architecture with Page Object Model, Module Pattern, custom fixtures, API testing layer, structured logging, data generators, multi-browser support, Docker, CI/CD pipelines, and custom HTML reporting.

8k tokens
Playwright Agents
by PramodDutta

Testing patterns for Playwright AI-powered agents including the Planner, Generator, and Healer architecture for self-healing test automation, intelligent test generation, and adaptive test execution strategies.

7k tokens
Playwright API Testing
by PramodDutta

API testing skill using Playwright's built-in APIRequestContext for RESTful service validation, authentication flows, and API contract verification.

4k tokens
Playwright CLI Agent Loop
by PramodDutta

Teach AI coding agents to use the Playwright CLI and debug loop efficiently with last-failed runs, locator probing, trace evidence, and safe healing.

2k tokens
Playwright CLI Automation
by PramodDutta

CLI-first browser automation using Playwright CLI for navigation, form filling, snapshots, screenshots, data extraction, and UI-flow debugging from the terminal.

733 tokens
Playwright CLI Browser Automation
by PramodDutta

Command-line browser automation with Playwright CLI for navigation, snapshots, uploads, downloads, tracing, and QA workflows.

8k tokens
Playwright E2E Testing
by PramodDutta

Comprehensive end-to-end testing skill using Playwright for web applications, covering page objects, selectors, assertions, waits, fixtures, and test organization.

4k tokens
Playwright Locator filter & Visibility
by PramodDutta

Teaches the agent to build resilient Playwright locators with .filter (hasText/has/hasNot), narrow lists, and reason correctly about visibility, waitFor states, and timeouts.

2k tokens
Playwright Mobile Web Testing
by PramodDutta

Mobile web testing skill using Playwright device emulation covering responsive testing, touch interactions, viewport management, network throttling, geolocation testing, and mobile-specific UI patterns.

7k tokens
Playwright Multi Tab & Window Handling
by PramodDutta

Teaches the agent to handle popups, new tabs, and multiple browser windows in Playwright using waitForEvent('page'), context pages, and reliable tab switching for OAuth and target=_blank links.

2k tokens
Playwright Network Testing
by PramodDutta

Network-level testing with Playwright including request interception, response mocking, network throttling, and HAR recording/replay.

995 tokens
Playwright page evaluate Patterns
by PramodDutta

Teaches the agent when and how to use page.evaluate, evaluateHandle, and exposeFunction in Playwright — passing arguments safely, reading DOM/JS state, and why locators should be preferred for actions.

3k tokens
Playwright Enhanced
by PramodDutta

Advanced Playwright automation with auto-detection, custom fixtures, trace debugging, visual testing, mobile emulation, and production-grade test architecture.

4k 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: 11 696 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 80 149 files found on GitHub, 62 489 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: 7 984 skills here share a name with another skill, and two of them cannot sit side by side.