Leaderboard

Top 100 agent skills for Claude Code, Codex and other agents.

The highest-scoring skills across the whole catalogue: GitHub stars, adoption by other repositories and SKILL.md quality, minus safety penalties.

Top skills by score

Top skills by score
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.

anthropics/skills180k62 repos~2.3kAutomated safety check: PassApache-2.02 days ago
2
2.PDF ProcessingOfficial

Handles everyday PDF jobs in Python and on the command line: extract text and tables, merge, split, rotate, watermark, fill forms, encrypt and OCR.

anthropics/skills180k48 repos~2kAutomated safety check: PassProprietary2 days ago
3

Builds multi-component claude.ai HTML artifacts as a small React, TypeScript and Tailwind project, then bundles it into one shareable HTML file.

anthropics/skills180k40 repos~769Automated safety check: PassApache-2.02 days ago
4

Builds animated HTML slide decks that run in the browser with no dependencies, or converts PowerPoint files to the web, starting from visual style previews.

zarazhangrui/frontend-slides30k16 repos~7kAutomated safety check: PassMIT3 mo ago
5

Design and build AI agents for any domain. An agent skill from shareAI-lab/learn-claude-code.

shareAI-lab/learn-claude-code78k6 repos~1.2kAutomated safety check: PassMIT9 days ago
6

Lets Claude Code ask questions of your Google NotebookLM notebooks through browser automation and return answers grounded in your uploaded sources.

PleasePrompto/notebooklm-skill7.8k13 repos~2.4kAutomated safety check: NotesMIT27 days ago
7

Scans React code for lint, accessibility, bundle size and architecture issues, reports a health score and checks that changes do not lower it.

makeplane/plane60k12 repos~657Automated safety check: PassAGPL-3.0yesterday
8

Walks the last step of a branch: confirm tests pass, detect the git environment, ask how to integrate, carry out your choice and clean up the worktree.

obra/superpowers296k5 repos~1.9kAutomated safety check: PassMITtoday
9

Explains how to write Claude Code plugin hooks, both prompt-based checks and bash commands, for events such as PreToolUse, Stop and SessionStart.

anthropics/claude-plugins-official37k11 repos~4.1kAutomated safety check: NotesApache-2.0today
10

Produces math and technical explainer videos with Manim Community Edition: concept animations, equation derivations, algorithm walkthroughs and data stories.

browser-use/video-use28k6 repos~3kAutomated safety check: PassMIT4 days ago
11

Guides a conversation that takes a vague idea through divergent and convergent thinking and ends in a markdown one-pager covering scope and assumptions.

addyosmani/agent-skills102k6 repos~2kAutomated safety check: PassMIT3 days ago
12

Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking…

vercel-labs/agent-browser44k24 repos~864Automated safety check: PassApache-2.0today
13

Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications.

rolling-scopes/rsschool-app10k24 repos~4.2kAutomated safety check: PassMPL-2.03 days ago
14

A skill your agent uses when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

farm-fe/farm5.6k34 repos~1.4kAutomated safety check: PassMIT15 days ago
15

Has the agent carry out an implementation plan itself, task by task in the current session, keeping a ledger, proving each step with a test and ending with one whole-branch review.

obra/superpowers296k2 repos~5.1kAutomated safety check: PassMITtoday
16

Explores a web app with the agent-browser CLI to find bugs and UX problems, then writes a report with screenshots, repro videos and step-by-step reproduction for each issue.

vercel-labs/agent-browser44k8 repos~2.7kAutomated safety check: PassApache-2.0today
17

Creates original generative art in two steps: a written algorithmic philosophy, then a p5.js sketch with seeded randomness and an interactive viewer for exploring parameters.

anthropics/skills180k37 repos~4.9kAutomated safety check: PassApache-2.02 days ago
18

Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats.

spacering-net/codeg3.8k15 repos~3.6kAutomated safety check: PassMITtoday
19

Low-level plotting library for full customization. An agent skill from zLanqing/codex-claude-academic-skills.

zLanqing/codex-claude-academic-skills4.6k17 repos~2.9kAutomated safety check: PassMIT4 mo ago
20

A skill your agent uses whenever the user mentions Horizon by name in a Laravel context.

coollabsio/coolify63k4 repos~898Automated safety check: PassMITtoday
21

Gives the agent Postgres rules to consult before writing or changing tables, queries, indexes, RLS policies or migrations, and when diagnosing slow queries.

supabase/agent-skills2.7k24 repos~808Automated safety check: PassMIT5 days ago
22

Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.

openinterpreter/openinterpreter69k3 repos~4.2kAutomated safety check: PassApache-2.0today
23

Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.

anthropics/claude-plugins-official37k8 repos~2.8kAutomated safety check: PassApache-2.0today
24
24.Skill CreatorOfficial

Create new skills, modify and improve existing skills, and measure skill performance.

Azure/azqr79489 repos~8.2kAutomated safety check: PassApache-2.0yesterday
25

Uses the Defuddle CLI to pull clean, readable Markdown, JSON or metadata from web pages, stripping navigation, ads and clutter to save tokens.

kepano/obsidian-skills49k11 repos~208Automated safety check: PassMIT22 days ago
26

Reformats plain text or Markdown articles with frontmatter, a title, a summary, headings, bold, lists and code blocks, and saves a separate formatted copy.

JimLiu/baoyu-skills26k6 repos~3.5kAutomated safety check: PassMIT27 days ago
27

Authors static HTML presentations from a library of themes, layouts and animations, with keyboard navigation, for talks, pitch decks and reports.

lewislulu/html-ppt-skill8.6k4 repos~4.7kAutomated safety check: PassMIT23 days ago
28

Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.

shareAI-lab/learn-claude-code78k5 repos~1.1kAutomated safety check: PassMIT9 days ago
29
29.Canvas DesignOfficial

Creates original posters and static art as PNG or PDF by first writing a short design philosophy, then expressing it visually on a canvas.

anthropics/skills180k51 repos~3kAutomated safety check: PassApache-2.02 days ago
30

Creates, edits and reviews Word documents: new files with docx-js, edits through the underlying XML, plus tracked changes, comments and conversions.

anthropics/skills180k6 repos~1.7kAutomated safety check: PassProprietary2 days ago
31

Deploys a project to Vercel with one script and no login, then returns a live preview URL and a claim link for moving the deployment into your own Vercel account.

bytedance/deer-flow83k10 repos~797Automated safety check: PassMITtoday
32

Generates editable PowerPoint decks, rebuilds slides from images, fills .pptx templates and polishes existing presentations through routed workflows.

hugohe3/ppt-master58k1 repo~2.5kAutomated safety check: PassMIT2 days ago
33

Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.

spacering-net/codeg3.8k15 repos~3.6kAutomated safety check: NotesMITtoday
34

Monitor Nx Cloud CI pipeline and handle self-healing fixes. An agent skill from nrwl/nx.

nrwl/nx29k5 repos~4.7kAutomated safety check: PassMITtoday
35

Rules for structuring React components with composition instead of boolean props, covering compound components, lifted state, variants and React 19 changes.

vercel-labs/openreview1.7k58 repos~721Automated safety check: PassMIT7 mo ago
36

Investigates a session where Superpowers went wrong, reads the transcripts on disk and produces an evidence-cited report, optionally prepared as a bug report for the maintainers.

obra/superpowers296k3 repos~1.7kAutomated safety check: PassMITtoday
37

A skill your agent uses when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a…

bestofjs/bestofjs3.1k27 repos~2.6kAutomated safety check: PassMIT2 days ago
38

Machine learning in Python with scikit-learn. An agent skill from zLanqing/codex-claude-academic-skills.

zLanqing/codex-claude-academic-skills4.6k17 repos~3.9kAutomated safety check: PassBSD-3-Clause4 mo ago
39

Hardens code against vulnerabilities. An agent skill from penpot/penpot.

penpot/penpot61k6 repos~4.7kAutomated safety check: NotesMPL-2.0today
40

Bundles design tasks behind one skill: brand identity, tokens, UI styling, logos, corporate identity mockups, slides, banners, icons and social images.

nextlevelbuilder/ui-ux-pro-max-skill134k1 repo~3.5kAutomated safety check: PassMIT3 days ago
41

NestJS best practices and architecture patterns for building production-ready applications.

rolling-scopes/rsschool-app10k6 repos~1.2kAutomated safety check: PassMIT3 days ago
42

Automates browser interactions for web testing, form filling, screenshots, and data extraction.

quran/quran.com-frontend-next1.9k41 repos~3.3kAutomated safety check: PassNo licence5 mo ago
43

Manages a Sub2API deployment from the command line: accounts, redeem and invitation codes, groups, proxies, imports, exports and raw admin API calls.

Wei-Shaw/sub2api43k1 repo~717Automated safety check: PassLGPL-3.0today
44

Gets Firecrawl working in a project: signs you in through the browser, saves FIRECRAWL_API_KEY to .env and picks the first SDK or REST path.

firecrawl/firecrawl189k1 repo~1.4kAutomated safety check: NotesISCtoday
45

A guide to creating and managing Claude Code skills with auto-activation: skill-rules.json triggers, hooks, enforcement levels, YAML frontmatter and progressive disclosure.

diet103/claude-code-infrastructure-showcase10k10 repos~3.5kAutomated safety check: PassMIT2 mo ago
46

Picks a suitable chart type from 26 options for your data, maps the data to that chart's parameters and generates a chart image through a JavaScript script.

bytedance/deer-flow83k2 repos~840Automated safety check: PassMITtoday
47

Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.

bytedance/deer-flow83k5 repos~1.3kAutomated safety check: PassMITtoday
48

Shows how Claude Code plugins keep per-project settings and state in .claude/plugin-name.local.md files with YAML frontmatter and a markdown body.

anthropics/claude-plugins-official37k7 repos~3kAutomated safety check: PassApache-2.0today

Questions, answered from the data.

What is the best agent skill right now?

MCP Server Builder (official) from anthropics/skills ranks first of the 100 top agent skills listed here, with the highest score: its repository has 180k GitHub stars, 62 other GitHub owners carry a copy, its SKILL.md loads about 2.3k tokens and it passes the automated safety check with no findings. Next come PDF Processing and Web Artifacts Builder.

How are these skills ranked?

By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.