find-skills
- 信任分
- 88/100
- 兼容 Agent
- 1
- 领域
- AI 智能
- 兼容 Agent
- Claude Code
- 信任分
- 88 / 100 · 社区维护
- 作者 / 版本 / 许可
- @vercel-labs · 未声明 license
- 安装命令数
- 1 条
需要注意: 未限定 allowed-tools,默认拥有全部工具权限。
想读作者英文原文? ↓ 滚到正文区切换 · 在 GitHub 查看 ↗
设计思路
find-skills 是 Vercel Labs 的「skill 发现助手」——把 skills.sh 这个 marketplace 包装成可以让 LLM 调用的 skill:用户描述自己想做什么,agent 借助 skills CLI 搜索、按可信度过滤、把候选呈现给用户、用户同意就直接装。本质上让 agent 自己去找补能力,而不是事事都靠主 LLM 硬扛。
工作流(对应原文 Step 4-6)
Step 4:可信度过滤
- Install count:高安装量 = 社区验证。
- Source repo trust:
vercel-labs/anthropics/microsoft这类官方组织优先。 - GitHub stars:源仓库 < 100 stars 要警惕。
Step 5:呈现选项 找到候选后给用户:
- skill 名字 + 它能做什么
- 安装次数 + 来源
- 用户可以直接跑的安装命令
skills.sh上的详情链接
例:
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:直接安装
用户同意就替他跑:
npx skills add <owner/repo@skill> -g -y
-g 全局安装、-y 跳过确认。
常见类目
Web Development(react / nextjs / typescript / css / tailwind)/ Testing(jest / playwright / e2e)/ DevOps(docker / kubernetes / ci-cd)/ Documentation / Code Quality / Design / Productivity。
高效搜索 Tips
- 用具体关键词("react testing" 比单 "testing" 强)
- 换近义词重试("deploy" 不行就 "deployment" / "ci-cd")
- 看主流来源(
vercel-labs/agent-skills、ComposioHQ/awesome-claude-skills)
找不到时
- 坦白没找到匹配
- 提议直接用 LLM 通用能力做这件事
- 建议用户自己
npx skills init创一个
适合谁
- 用 Claude Code / Cursor 时遇到「这个能力外部一定有人做过」念头的开发者
- 想给项目加自动化但不知道现有生态的人
- 给团队挑可复用 skill 的技术管理者
何时不该用
- 你已经知道要装哪个 skill 了——直接
npx skills add即可 - 离线环境——marketplace 访问不到
配套
skill-creator / write-a-skill(找不到就自己写)、skillify(把现有脚本封成 skill)。
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]- Search for skills interactively or by keywordnpx skills add <package>- Install a skill from GitHub or other sourcesnpx skills check- Check for skill updatesnpx 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:
- The domain (e.g., React, testing, design, deployment)
- The specific task (e.g., writing tests, creating animations, reviewing PRs)
- 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]
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:
- Install count — Prefer skills with 1K+ installs. Be cautious with anything under 100.
- Source reputation — Official sources (
vercel-labs,anthropics,microsoft) are more trustworthy than unknown authors. - 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:
- The skill name and what it does
- The install count and source
- The install command they can run
- 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:
| Category | Example Queries |
|---|---|
| Web Development | react, nextjs, typescript, css, tailwind |
| Testing | testing, jest, playwright, e2e |
| DevOps | deploy, docker, kubernetes, ci-cd |
| Documentation | docs, readme, changelog, api-docs |
| Code Quality | review, lint, refactor, best-practices |
| Design | ui, ux, design-system, accessibility |
| Productivity | workflow, automation, git |
Tips for Effective Searches
- Use specific keywords: "react testing" is better than just "testing"
- Try alternative terms: If "deploy" doesn't work, try "deployment" or "ci-cd"
- Check popular sources: Many skills come from
vercel-labs/agent-skillsorComposioHQ/awesome-claude-skills
When No Skills Are Found
If no relevant skills exist:
- Acknowledge that no existing skill was found
- Offer to help with the task directly using your general capabilities
- 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