User asks for a skill recommendation or capability extension.
User expresses interest in tools, templates, or workflows that might exist as skills.
Repository Evidence Basis
This repo tracks skills via skills-lock.json and .agents/skills/.
Clarification Gate
Ask only if the domain or task is unclear (e.g., “what kind of testing?”).
Purpose
Find relevant skills and present vetted options with install commands.
Scope
Included:
Search, evaluate, and recommend skills.
Excluded:
Installing skills unless explicitly requested.
Inputs
Verwandte Skills
Task description and preferred domain.
Step-by-step Execution
Identify the domain and task keywords.
Check the skills leaderboard for obvious matches.
If needed, run npx skills find <keywords>.
Vet candidates by install count and source reputation.
Present 1-3 options with install commands and links.
Ask whether to install; only install on explicit approval.
Output Contract
Provide a short list of options with install commands and links.
Verification Commands
npx skills find <keywords> to confirm search results.
If installation is requested: check skills-lock.json and .agents/skills/ for the new entry.
Evidence Format
Bullet list: name, what it does, install count/source, install command, link.
If installed, note the skill entry added to skills-lock.json.
Safety / DONTs
Do not run npx skills add without explicit user approval.
Do not recommend low-trust sources without warning.
Gotchas
Search results can include outdated or low-install skills; always vet.
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 keyword
npx skills add <package> - Install a skill from GitHub or other sources
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)
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-skills or ComposioHQ/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