Find Skills

作者 vercel-labs87a266971d94无许可证收录于 2026年10月8日更新于 2026年10月8日

Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.

精选仅含说明AI & Agents
AI 生成的概览

指导通过 npx skills 命令行工具发现、评估并安装智能体技能。

功能
该技能指示智能体在用户询问如何完成某项任务或希望扩展能力时,帮助其寻找可安装的智能体技能。流程包括识别领域与具体任务、查看 skills.sh 排行榜、运行 npx skills find 搜索,并按安装量、来源信誉和 GitHub 星标筛选候选技能。随后向用户展示技能名称、安装量与安装命令,并可用 npx skills add 全局安装所选技能。
适用场景
当用户询问某项可能已有现成技能的任务、表示想为某任务寻找技能,或希望扩展智能体能力时使用。也适用于在特定领域搜索工具、模板或工作流的请求。
运行要求
需要 npx skills 命令行工具(Node.js/npx)以及网络访问,用于搜索技能和访问 skills.sh。该技能不附带脚本,仅为说明文档。

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:

bash
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 providesReact 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:

bash
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

来源与署名

来源:vercel-labs/skills位于skills/find-skills提交87a2669

许可证: 无许可证

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