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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. 79 600 files from 1 763 authors, of which 61 947 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.

61 947
unique skills
out of 79 600 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
7 890
name collisions
two skills with one name cannot sit side by side

20 941–21 000 of 61 947

page 350 of 1 033
Legal Downloading
by cosmicstack-labs

Legal Downloading: Copyright-aware downloading, content that allows offline access, podcast tools, and compliance best practices

9k tokens
Video Downloader
by cosmicstack-labs

Video Downloader: Using yt-dlp to download videos from YouTube, Bilibili, Twitter, and thousands of other sites

4k tokens
Playlist Archiver
by cosmicstack-labs

Playlist Archiver: Backup playlists, archive channels, scheduled downloading, and offline media libraries

6k tokens
Android Kotlin Patterns
by cosmicstack-labs

Jetpack Compose, MVVM, Room, Coroutines, DI with Dagger/Hilt, and Play Store submission

435 tokens
App Store Optimization
by cosmicstack-labs

Keyword research, title/subtitle strategy, screenshots, ratings, A/B testing, and conversion optimization

412 tokens
Ios Swift Patterns
by cosmicstack-labs

SwiftUI, UIKit, MVVM, Combine, async/await, Core Data, and App Store submission patterns

447 tokens
Mobile Performance
by cosmicstack-labs

App startup, memory management, battery efficiency, network optimization, and profiling tools

397 tokens
Any2pdf
by cosmicstack-labs

Convert Markdown to publication-quality PDF with reportlab — CJK/Latin mixed text, themes, cover pages, watermarks, callouts, formulas, and interactive theme selection

3k tokens
React Native Patterns
by cosmicstack-labs

Navigation, state management, native modules, performance, animations, and cross-platform strategies

489 tokens
Markdown To PDF
by cosmicstack-labs

Converting Markdown to professional PDFs using Pandoc, WeasyPrint, ReportLab, and related tools

7k tokens
Typesetting Latex
by cosmicstack-labs

Professional document preparation with LaTeX for academic papers, resumes, books, presentations, and formal documents

8k tokens
Invoice Document PDF
by cosmicstack-labs

Generating invoices, contracts, forms, receipts, and business documents as professional PDFs

16k tokens
Report Generation
by cosmicstack-labs

Creating structured PDF reports from data, templates, and AI-generated content using professional toolchains

11k tokens
Presentation Automation
by cosmicstack-labs

Presentation Automation: python-pptx, Google Slides API, automated slide generation from data and templates

8k tokens
Data Storytelling
by cosmicstack-labs

Data Storytelling for Slides: Charts, graphs, data visualization, and narrative techniques for presenting data in presentations

6k tokens
Pitch Deck Creation
by cosmicstack-labs

Pitch Deck Creation: Investor pitch decks, Y Combinator applications, Product Hunt launches, and startup fundraising presentations

4k tokens
Before You Build
by cosmicstack-labs

Use this before implementing a product, feature, SaaS, AI app, or side project to score product risk and choose the smallest validation step.

2k tokens
Product Strategy
by cosmicstack-labs

A comprehensive skill for product strategy — covering frameworks, opportunity sizing, prioritization, roadmap building, OKRs, and stakeholder management. From early-stage discovery to mature product org execution.

7k tokens
Presentation Design
by cosmicstack-labs

Presentation Design & Storyboarding: Slide design principles, visual hierarchy, layout, typography, and storyboarding for compelling presentations

5k tokens
User Research
by cosmicstack-labs

A comprehensive skill for user research — covering research methods, interview techniques, participant recruitment, synthesis, insight generation, readout formats, and continuous discovery habits. From early generative research to evaluative usability testing.

7k tokens
Secure Coding
by cosmicstack-labs

Comprehensive secure coding practices covering input validation, authentication, authorization, cryptography, secrets management, and error handling. Provides actionable code examples and checklists for building security into every stage of development.

7k tokens
Security Audit
by cosmicstack-labs

Comprehensive security audit methodology covering OWASP Top 10, dependency scanning, threat modeling, and vulnerability assessment. Provides actionable guidance for conducting systematic security audits from scope definition to final reporting.

4k tokens
Daily Pulse
by cosmicstack-labs

>- Generate a daily business snapshot — sales, labor cost, COGS, covers, and P&L flash report — so the owner knows exactly where the business stands every morning. Flags anomalies before they become problems.

2k tokens
Amazon Assistant
by cosmicstack-labs

Headless Amazon assistant — cookie-based session reuse to search, compare, sort, manage cart, track orders, surface deals, and analyze spending across amazon.in / amazon.com / amazon.co.uk / amazon.de / amazon.co.jp / etc. Checkout is prepare-and-handoff: the skill builds the cart and opens the final checkout URL; the user clicks Place Order.

10k tokens
Price Scout
by cosmicstack-labs

>- Track and compare supplier prices across multiple vendors to reduce COGS. Monitors price changes, identifies savings opportunities, calculates total cost of ownership (including delivery fees and minimums), and generates renegotiation briefs.

2k tokens
Menu Engineer
by cosmicstack-labs

>- Optimize menu pricing, placement, and item mix to maximize profitability. Uses menu engineering frameworks to analyze item performance by popularity and margin, then recommends pricing tweaks, repositioning, and removals.

2k tokens
Review Responder
by cosmicstack-labs

>- Monitor customer reviews across platforms and generate thoughtful, brand-aligned responses. Flags urgent negative reviews for priority attention, drafts responses that turn detractors into promoters, and tracks review sentiment trends over time.

2k tokens
Inventory Optimizer
by cosmicstack-labs

>- Intelligently manage stock levels, generate supplier orders, and prevent shortages or overstock. Tracks usage patterns, lead times, and par levels to keep the shop or restaurant running without waste.

2k tokens
Social Post
by cosmicstack-labs

>- Generate engaging social media content for a shop or restaurant — daily specials, behind-the-scenes, customer features, and promotional posts. Adapts tone to the platform (Instagram, TikTok, Facebook, X), schedules posts, and tracks engagement.

2k tokens
Zomato Order
by cosmicstack-labs

>- Phase 1 (setup) captures login cookies after manual login. Phase 2 (auto-order) reuses cookies to create orders and share payment links. No OTP needed after initial setup.

1k tokens
Staff Scheduler
by cosmicstack-labs

>- Build optimized staff schedules that match coverage to demand while respecting labor budgets, employee availability, and local labor laws. Handles shift swaps, time-off requests, and identifies over/under-staffing before it happens.

2k tokens
Table Manager
by cosmicstack-labs

>- Optimize table turns, manage reservations, and reduce wait times to maximize revenue per seat. Handles booking intake, table assignment strategy, waitlist management, and provides actionable insights for seating efficiency.

2k tokens
Accessibility Testing
by cosmicstack-labs

WCAG 2.1/2.2 audit, axe, Lighthouse, manual testing, screen reader testing, and remediation

445 tokens
API Testing
by cosmicstack-labs

REST and GraphQL testing, Postman/Insomnia patterns, contract testing, schema validation, and monitoring

449 tokens
E2e Testing
by cosmicstack-labs

Playwright and Cypress patterns, selectors, assertions, API mocking, visual testing, and CI/CD

467 tokens
Performance Testing
by cosmicstack-labs

Load, stress, spike testing with k6/Locust, bottleneck analysis, and performance test automation

464 tokens
Test Strategy
by cosmicstack-labs

Test pyramid, risk-based testing, test planning, coverage metrics, and SDLC integration

426 tokens
Visual Style Ppt
by irenerachel

Create style-driven slide images strictly with the Image 2 model, assemble those images into image-only PPTX decks, and manage reusable visual style libraries from documents or visual references. Use when the user asks for a "PPT Skill", "风格驱动 PPT", "提炼风格做 PPT", "调用某个风格做 PPT", "图片版 PPT", "保存 PPT 风格", "列出 PPT 风格", "文档生成 PPT", "文章生成 PPT", "把文档做成演示文稿", or wants to extract, save, reuse, and apply visual style keywords specifically for visual slide/image deck creation.

23k tokens
Organize
by mcpware

Open the Cross-Code Organizer (CCO) dashboard — view and manage all memories, skills, MCP servers, hooks, and configs across scopes

246 tokens
Treat
by Ruya-AI

Prune bloated session with a prescription. Removes progress ticks, stale reads, duplicate content, and more.

550 tokens
Guard
by Ruya-AI

> Protect Claude Code sessions from context overflow by running a background daemon that monitors session size and auto-prunes before compaction hits. Use when the user says "guard", "protect session", "context getting long", "prevent compaction", "session management", or is running agent teams that need continuous context protection.

436 tokens
Diagnose
by Ruya-AI

Analyze Claude Code session bloat — shows token count, context usage %, and bloat breakdown. Use when the user asks about session size, context usage, or when you notice the context window is getting full.

283 tokens
Cozempic Doctor
by Ruya-AI

Run health checks on Claude Code configuration and sessions. Use when troubleshooting Claude Code issues. (cozempic — does not shadow Claude Code's built-in /doctor)

307 tokens
Reload
by Ruya-AI

Treat the current session and auto-resume in a new terminal window.

260 tokens
Atlassian
by sanjay3290

| Manage Jira issues and Confluence wiki pages in Atlassian Cloud. with CQL, (3) managing Jira workflows, transitions, and comments, (4) browsing Confluence spaces and page hierarchies. Supports OAuth 2.1 via MCP server (recommended) or API token authentication (fallback).

27k tokens scripts
Apple Container
by sanjay3290

| Apple's open-source `container` CLI to build, run, and manage OCI/Linux containers as lightweight per-container VMs on Apple-silicon macOS — no Docker daemon required. Use when the user mentions the `container` CLI, "apple container", running or building containers on macOS without Docker/Podman, `container run`, `container build`, `container images`, `container system start`, pushing/pulling images to a registry, or container networking on macOS. This is Apple's `container` tool specifically (repo `apple/container`), NOT Docker, Podman, containerd, nerdctl, or Kubernetes — the CLI is Docker-like but is a different tool.

31k tokens
Grok Build
by sanjay3290

Orchestrate coding work by delegating well-specified implementation tasks to xAI's Grok Build CLI (grok) running headlessly, while the coding assistant plans, writes the task specs, reviews every diff, and owns the result. Use when user says: 'use grok', 'grok build', 'delegate to grok', 'have grok implement', 'have grok execute', 'have grok build', 'send to grok', 'execute this plan with grok'. Executes a Markdown implementation plan task-by-task, or ad-hoc tasks with an inline spec.

2k tokens
Jules
by sanjay3290

Delegate coding tasks to Google Jules AI agent for asynchronous execution. Use when user says: 'have Jules fix', 'delegate to Jules', 'send to Jules', 'ask Jules to', 'check Jules sessions', 'pull Jules results', 'jules add tests', 'jules add docs', 'jules review pr'. Handles: bug fixes, documentation, features, tests, refactoring, code reviews. Works with GitHub repos, creates PRs.

2k tokens
Outline
by sanjay3290

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
Whatsapp
by sanjay3290

Send and receive WhatsApp messages via the unofficial linked-device client pywhats (pip install pywhats) — pair with QR, send text/images, group chat, read receipts, presence/typing, and a long-running JSON event stream. Use when the user wants to script WhatsApp as a linked companion device (like WhatsApp Web), pair a device, send a WhatsApp from Python, or listen for inbound messages. Triggers: 'whatsapp', 'send whatsapp', 'pair whatsapp', 'pywhats', 'linked device', 'whatsapp web client'. NOT the official WhatsApp Business/Cloud API.

13k tokens scripts
Notebooklm
by sanjay3290

Query and manage Google NotebookLM notebooks with persistent profile auth, source sync, batch/multi queries, and structured exports. Use when user asks to query NotebookLM, 'ask my notebook', shares NotebookLM notebook URLs, wants to list/create notebooks, manage sources, do bulk folder sync, dedupe, or audit exports.

31k tokens scripts
Telegram
by sanjay3290

Send Telegram messages, files, and alerts via bot API; read replies; ask questions with inline buttons and wait for the answer (approve-from-phone). Supports multiple bots and named chat targets. Use when the user wants to send a Telegram message or alert, get notified on Telegram when a task finishes or needs input, ask for approval via Telegram, or wire Telegram notifications into hooks, cron jobs, or CI. Triggers: 'telegram', 'send me a telegram', 'alert me on telegram', 'ask me on telegram', 'notify me when done'.

6k tokens scripts
Aicr Release Notes
by NVIDIA

| Use when drafting the human-readable GitHub release notes summary for an upcoming AICR release. Triggers on "release notes", "draft release notes", "/aicr-release-notes", or any request to summarize commits since the last tag into a polished release announcement. Runs tools/changelog, groups commits into thematic highlights, mirrors the style of the previous release, and writes a Markdown draft to a temp file for hand-editing before publishing.

2k tokens
Aicr Triage
by NVIDIA

| Use when the user runs `/aicr-triage` or asks to triage, review, or clean up a GitHub org-level Projects v2 board (default NVIDIA AICR project 248). Reviews active non-Done issues, then promotes P2 issues to P1, demotes Ready items to Backlog, closes superseded issues, and classifies unclassified ones — applying only user-confirmed changes via `gh` CLI. Triggers on backlog hygiene before sprint planning or release prep, or when the user files a new issue and asks to classify it on the board.

4k tokens
Aicr Analyzing Snapshots
by NVIDIA

| Use when analyzing an AICR snapshot YAML file, reviewing cluster state, comparing provider characteristics, extracting GPU/network topology insights, or generating a cluster assessment report from a snapshot. GPU topology, node health, snapshot report.

3k tokens
Aicr Auditing Docs
by NVIDIA

| Use when reviewing AICR's Markdown documentation for duplication, drift, bloat, and gaps — to keep docs high-value as the project evolves. Triggers on "audit the docs", "review documentation", "docs cleanup", "/aicr-auditing-docs", or any request to find redundant/stale/missing docs across README, docs/, demos/, and the root governance files. Produces a prioritized findings report (research, not edits) grouped by the five audit dimensions, anchored to the project's canonical sources of truth.

2k tokens
Aicr Creating Slide Decks
by NVIDIA

Use when building a self-contained HTML slide deck or visual talking-point for a technical concept or workflow (e.g. a demos/*.html) — shown full-screen or projected and narrated, opening in any browser with no build step or dependencies.

4k tokens
Aicr Cross Review
by NVIDIA

| Multi-agent PR review using Claude Code, Codex, and CodeRabbit. Runs parallel reviews with integration impact analysis, then one cross-review round to a 2-of-3 consensus, with every confirmed finding adversarially verified by a fresh agent. Never runs the reviewed commit's code, and never posts unless explicitly asked. Use when asked for a thorough cross-review or multi-reviewer analysis. Requires the Codex plugin; CodeRabbit is best-effort. Claude Code only — uses the Workflow and Agent tools, which are not available in other agents.

32k tokens scripts
Aicr Managing Openvex
by NVIDIA

| Use when adding, updating, or removing CVE/GHSA suppressions in `.openvex.json` — the OpenVEX document consumed by the daily image vulnerability scan workflow. Triggers on "VEX", "OpenVEX", ".openvex.json", "suppress CVE", "ignore CVE", "vulnerability suppression", "aiperf-bench CVE", or any request to act on findings reported by `Daily Image Vulnerability Scan` for the aiperf-bench for new HIGH+ findings, drops statements that no longer apply (dependency upgraded past the fix, advisory recalled, package removed), and verifies suppressions actually land in the JSON output.

4k tokens
Aicr Creating Guided Demos
by NVIDIA

Scaffolds an interactive guided demo script (demos/*.sh), live or self-paced, with the Frame → Tell → Show → Close pattern. Triggers on "demo script", "guided walkthrough", "demos/*.sh", "live demo".

2k tokens scripts

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: 11 352 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 79 600 files found on GitHub, 61 947 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: 7 890 skills here share a name with another skill, and two of them cannot sit side by side.