Find skills

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.

by vercel-labs·MIT license·GitHub ↗

★ 32,497 Stars on the repo·Checked

npx degit vercel-labs/skills/skills/find-skills#main ~/.claude/skills/find-skills

SKILL.md · 5.3 KB · names 2 other files — download is this file only · installs the whole folder to ~/.claude/skills/find-skills

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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:

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

  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
1---
2name: find-skills
3description: 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.
4---
5 
6# Find Skills
7 
8This skill helps you discover and install skills from the open agent skills ecosystem.
9 
10## When to Use This Skill
11 
12Use this skill when the user:
13 
14- Asks "how do I do X" where X might be a common task with an existing skill
15- Says "find a skill for X" or "is there a skill for X"
16- Asks "can you do X" where X is a specialized capability
17- Expresses interest in extending agent capabilities
18- Wants to search for tools, templates, or workflows
19- Mentions they wish they had help with a specific domain (design, testing, deployment, etc.)
20 
21## What is the Skills CLI?
22 
23The 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.
24 
25**Key commands:**
26 
27- `npx skills find [query] [--owner <owner>]` - Search for skills interactively or by keyword, optionally scoped to a GitHub owner
28- `npx skills add <package>` - Install a skill from GitHub or other sources
29- `npx skills update` - Update all installed skills
30 
31**Browse skills at:** https://skills.sh/
32 
33## How to Help Users Find Skills
34 
35### Step 1: Understand What They Need
36 
37When a user asks for help with something, identify:
38 
391. The domain (e.g., React, testing, design, deployment)
402. The specific task (e.g., writing tests, creating animations, reviewing PRs)
413. Whether this is a common enough task that a skill likely exists
42 
43### Step 2: Check the Leaderboard First
44 
45Before running a CLI search, check the [skills.sh leaderboard](https://skills.sh/) 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.
46 
47For example, top skills for web development include:
48- `vercel-labs/agent-skills` — React, Next.js, web design (100K+ installs each)
49- `anthropics/skills` — Frontend design, document processing (100K+ installs)
50 
51### Step 3: Search for Skills
52 
53If the leaderboard doesn't cover the user's need, run the find command:
54 
55```bash
56npx skills find [query] [--owner <owner>]
57```
58 
59For example:
60 
61- User asks "how do I make my React app faster?" → `npx skills find react performance`
62- User asks "can you help me with PR reviews?" → `npx skills find pr review`
63- User asks "I need to create a changelog" → `npx skills find changelog`
64 
65### Step 4: Verify Quality Before Recommending
66 
67**Do not recommend a skill based solely on search results.** Always verify:
68 
691. **Install count** — Prefer skills with 1K+ installs. Be cautious with anything under 100.
702. **Source reputation** — Official sources (`vercel-labs`, `anthropics`, `microsoft`) are more trustworthy than unknown authors.
713. **GitHub stars** — Check the source repository. A skill from a repo with <100 stars should be treated with skepticism.
72 
73### Step 5: Present Options to the User
74 
75When you find relevant skills, present them to the user with:
76 
771. The skill name and what it does
782. The install count and source
793. The install command they can run
804. A link to learn more at skills.sh
81 
82Example response:
83 
84```
85I found a skill that might help! The "react-best-practices" skill provides
86React and Next.js performance optimization guidelines from Vercel Engineering.
87(185K installs)
88 
89To install it:
90npx skills add vercel-labs/agent-skills@react-best-practices
91 
92Learn more: https://skills.sh/vercel-labs/agent-skills/react-best-practices
93```
94 
95### Step 6: Offer to Install
96 
97If the user wants to proceed, you can install the skill for them:
98 
99```bash
100npx skills add <owner/repo@skill> -g -y
101```
102 
103The `-g` flag installs globally (user-level) and `-y` skips confirmation prompts.
104 
105## Common Skill Categories
106 
107When searching, consider these common categories:
108 
109| Category | Example Queries |
110| --------------- | ---------------------------------------- |
111| Web Development | react, nextjs, typescript, css, tailwind |
112| Testing | testing, jest, playwright, e2e |
113| DevOps | deploy, docker, kubernetes, ci-cd |
114| Documentation | docs, readme, changelog, api-docs |
115| Code Quality | review, lint, refactor, best-practices |
116| Design | ui, ux, design-system, accessibility |
117| Productivity | workflow, automation, git |
118 
119## Tips for Effective Searches
120 
1211. **Use specific keywords**: "react testing" is better than just "testing"
1222. **Try alternative terms**: If "deploy" doesn't work, try "deployment" or "ci-cd"
1233. **Check popular sources**: Many skills come from `vercel-labs/agent-skills` or `ComposioHQ/awesome-claude-skills`
124 
125## When No Skills Are Found
126 
127If no relevant skills exist:
128 
1291. Acknowledge that no existing skill was found
1302. Offer to help with the task directly using your general capabilities
1313. Suggest the user could create their own skill with `npx skills init`
132 
133Example:
134 
135```
136I searched for skills related to "xyz" but didn't find any matches.
137I can still help you with this task directly! Would you like me to proceed?
138 
139If this is something you do often, you could create your own skill:
140npx skills init my-xyz-skill
141```
142 

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