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Find Skills

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Discover and install agent skills effortlessly.

by vercel-labs28.6k stars on vercel-labs/skills
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Updated Aug 10, 2026
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Free · Opens the source repo

What Find Skills does

The Find Skills skill is designed to assist users in discovering and installing various agent skills from the open skills ecosystem. When users inquire about specific tasks or express interest in extending their agent's capabilities, this skill serves as a valuable resource. It effectively responds to questions like "how do I do X?" or "is there a skill for X?" by guiding users to relevant skills that can help them achieve their goals.

At the core of this skill is the Skills CLI, which functions as a package manager for agent skills. Users can interactively search for skills using commands such as npx skills find [query], which allows them to locate skills by keywords or specific tasks. This functionality is particularly useful when users are looking for tools, templates, or workflows related to their queries. The CLI also supports installing skills directly from GitHub or other sources, making it easy to enhance the agent's capabilities with specialized knowledge.

To ensure quality recommendations, the skill emphasizes the importance of verifying the install count and source reputation of the skills found. Users are encouraged to check the skills leaderboard for popular options before running a search. This careful approach helps users avoid low-quality skills and ensures they are utilizing well-established tools that can effectively assist them in their tasks.

Overall, the Find Skills skill is a practical tool for developers and designers who want to streamline their workflow by discovering and installing relevant skills quickly. It caters to a range of needs, from web development to testing and deployment, making it a versatile addition to any agent's capabilities.

When to use it

Use this skill when users ask about specific tasks or capabilities that may be fulfilled by existing skills in the ecosystem.

When not to use it

This skill may not be suitable if users require direct assistance with tasks that cannot be fulfilled by existing skills.

What you can build with it

Searching for Web Development Skills

A user asks how to improve their React app's performance. You can use `npx skills find react performance` to find relevant skills.

Finding Testing Skills

When a user inquires about skills for automated testing, you can search using `npx skills find testing` to uncover suitable options.

Exploring Deployment Tools

If a user expresses interest in deployment automation, you can run `npx skills find deploy` to discover skills that fit their needs.

How to install Find Skills

View source

1. Install with the skills CLI

npx skills add vercel-labs/skills/find-skills --agent claude-code

2. Or install it manually

Download the skill folder and drop it into ~/.claude/skills/ for all projects, or .claude/skills/ to scope it to one repo. Restart Claude Code so it picks up the new skill.

Anthropic's agentic coding CLI, and the reference implementation of Agent Skills. Drop a skill folder into ~/.claude/skills and Claude Code loads it automatically whenever a task matches the skill's description. Claude Code docs

Inside SKILL.md

Written by vercel-labs

Find Skills

This skill helps you discover and install skills from the open agent skills ecosystem.

When to Use This Skill

Use this skill when the user:

  • Asks "how do I do X" where X might be a common task with an existing skill
  • Says "find a skill for X" or "is there a skill for X"
  • Asks "can you do X" where X is a specialized capability
  • Expresses interest in extending agent capabilities
  • Wants to search for tools, templates, or workflows
  • Mentions they wish they had help with a specific domain (design, testing, deployment, etc.)

What is the Skills CLI?

The Skills CLI (npx skills) is the package manager for the open agent skills ecosystem. Skills are modular packages that extend agent capabilities with specialized knowledge, workflows, and tools.

Key commands:

  • npx skills find [query] [--owner <owner>] - Search for skills interactively or by keyword, optionally scoped to a GitHub owner
  • npx skills add <package> - Install a skill from GitHub or other sources
  • npx skills update - Update all installed skills

Browse skills at: https://skills.sh/

How to Help Users Find Skills

Step 1: Understand What They Need

When a user asks for help with something, identify:

  1. The domain (e.g., React, testing, design, deployment)
  2. The specific task (e.g., writing tests, creating animations, reviewing PRs)
  3. Whether this is a common enough task that a skill likely exists

Step 2: Check the Leaderboard First

Before running a CLI search, check the skills.sh leaderboard to see if a well-known skill already exists for the domain. The leaderboard ranks skills by total installs, surfacing the most popular and battle-tested options.

For example, top skills for web development include:

  • vercel-labs/agent-skills — React, Next.js, web design (100K+ installs each)
  • anthropics/skills — Frontend design, document processing (100K+ installs)

Step 3: Search for Skills

If the leaderboard doesn't cover the user's need, run the find command:

npx skills find [query] [--owner <owner>]

For example:

  • User asks "how do I make my React app faster?" → npx skills find react performance
  • User asks "can you help me with PR reviews?" → npx skills find pr review
  • User asks "I need to create a changelog" → npx skills find changelog

Step 4: Verify Quality Before Recommending

Do not recommend a skill based solely on search results. Always verify:

  1. Install count — Prefer skills with 1K+ installs. Be cautious with anything under 100.
  2. Source reputation — Official sources (vercel-labs, anthropics, microsoft) are more trustworthy than unknown authors.
  3. GitHub stars — Check the source repository. A skill from a repo with <100 stars should be treated with skepticism.

Step 5: Present Options to the User

When you find relevant skills, present them to the user with:

  1. The skill name and what it does
  2. The install count and source
  3. The install command they can run
  4. A link to learn more at skills.sh

Example response:

I found a skill that might help! The "react-best-practices" skill provides
React and Next.js performance optimization guidelines from Vercel Engineering.
(185K installs)

To install it:
npx skills add vercel-labs/agent-skills@react-best-practices

Learn more: https://skills.sh/vercel-labs/agent-skills/react-best-practices

Step 6: Offer to Install

If the user wants to proceed, you can install the skill for them:

npx skills add <owner/repo@skill> -g -y

The -g flag installs globally (user-level) and -y skips confirmation prompts.

Common Skill Categories

When searching, consider these common categories:

CategoryExample Queries
Web Developmentreact, nextjs, typescript, css, tailwind
Testingtesting, jest, playwright, e2e
DevOpsdeploy, docker, kubernetes, ci-cd
Documentationdocs, readme, changelog, api-docs
Code Qualityreview, lint, refactor, best-practices
Designui, ux, design-system, accessibility
Productivityworkflow, automation, git

Tips for Effective Searches

  1. Use specific keywords: "react testing" is better than just "testing"
  2. Try alternative terms: If "deploy" doesn't work, try "deployment" or "ci-cd"
  3. Check popular sources: Many skills come from vercel-labs/agent-skills or ComposioHQ/awesome-claude-skills

When No Skills Are Found

If no relevant skills exist:

  1. Acknowledge that no existing skill was found
  2. Offer to help with the task directly using your general capabilities
  3. Suggest the user could create their own skill with npx skills init

Example:

I searched for skills related to "xyz" but didn't find any matches.
I can still help you with this task directly! Would you like me to proceed?

If this is something you do often, you could create your own skill:
npx skills init my-xyz-skill

Frequently asked questions about Find Skills

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