
Find Skills
- 3M installs
- 27.9k repo stars
- Updated July 31, 2026
- vercel-labs/skills
Find Skills is a Vercel Labs agent skill that discovers and installs packages from the open skills.sh ecosystem using the Skills CLI when users need capabilities that may already exist.
About
Find Skills is a Vercel Labs agent skill that helps developers discover and install capabilities from the open agent skills ecosystem instead of reinventing workflows from scratch. When a user asks how to do something, whether a skill exists, or wants to extend agent capabilities, the skill routes through a six-step discovery flow: understand the domain and task, check the skills.sh leaderboard for proven options, search with `npx skills find`, verify install counts and source reputation, present install commands with skills.sh links, and optionally install via `npx skills add`. The Skills CLI acts as the package manager for modular skill packages that extend agents with specialized knowledge and workflows. Quality gates prefer skills with 1K+ installs, trusted sources like vercel-labs and anthropics, and repositories with meaningful GitHub stars. If nothing matches, the skill acknowledges the gap and can suggest `npx skills init` for a custom package.
- Searches skills.sh and the Skills CLI with `npx skills find [query]`
- Checks the skills.sh leaderboard before keyword search for proven skills
- Verifies install counts, source reputation, and GitHub stars before recommending
- Installs chosen packages with `npx skills add` including global `-g -y` flags
- Covers web dev, testing, DevOps, docs, code quality, design, and productivity domains
Find Skills by the numbers
- 2,783,463 all-time installs (skills.sh)
- +106,988 installs in the week ending Aug 2, 2026 (Skillselion tracking)
- Ranked #1 of 781 Skill Development skills by installs in the Skillselion catalog
- Security screen: MEDIUM risk (skills.sh audit)
- Data as of Aug 3, 2026 (Skillselion catalog sync)
find-skills capabilities & compatibility
Free; runs the npx skills CLI locally, no API key stated in the docs.
- Capabilities
- interpret user intent to identify domain, task, · check skills.sh leaderboard for battle tested sk · run `npx skills find [query]` with optional ` o · verify install counts, source reputation, and gi · present skill name, description, install count, · install packages with `npx skills add <owner/rep · suggest `npx skills init` when no matching skill
- Use cases
- research
- Runs
- Runs locally
- Pricing
- Free
What find-skills says it does
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.
The Skills CLI (`npx skills`) is the package manager for the open agent skills ecosystem.
npx skills add https://github.com/vercel-labs/skills --skill find-skillsAdd your badge
Show developers this skill is listed on Skillselion. Paste this into your README.
| Installs | 3M |
|---|---|
| repo stars | ★ 27.9k |
| Security audit | 2 / 3 scanners passed |
| Last updated | July 31, 2026 |
| Repository | vercel-labs/skills ↗ |
How do you find an installable agent skill for a task instead of writing custom prompts or tooling from scratch?
Discover and install agent skills from the open skills.sh ecosystem when a task may already exist as an installable package.
Who is it for?
Developers using Claude Code or similar agents who want to search, evaluate, and install trusted skills from the open ecosystem.
Skip if: Skip when the task is fully covered by general agent abilities or when you need an MCP server rather than a skill package.
When should I use this skill?
Use when the user asks how to do X, find a skill for X, whether a skill exists, or wants to extend agent capabilities.
What you get
A vetted skill recommendation with install count, source, `npx skills add` command, skills.sh link, and optional global installation.
- Vetted skill recommendation with install command
- Optional globally installed skill package
By the numbers
- Six-step discovery workflow from intent through search, verification, presentation, and install
- Four core Skills CLI commands: find, add, check, and update
Files
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 ownernpx 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:
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-practicesStep 6: Offer to Install
If the user wants to proceed, you can install the skill for them:
npx skills add <owner/repo@skill> -g -yThe -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-skillGuides
- Claude Code Skills Examples: 7 Real Skills and What Their SKILL.md Files Actually Do
Claude Code skills are markdown instruction files that teach the agent one job. This guide walks through 7 real examples spanning discovery, UI generation, plan review, TDD, framework rules, browser automation, and Postgres tuning - led by find-skills at 2,438,642 installs (skills.sh registry, July 2026) - plus the SKILL.md anatomy and a minimal skeleton.
- The find-skills Skill for Claude Code: What It Does and How to Install It
find-skills is the most installed agent skill in the ecosystem: 2,357,672 installs and 21,669 GitHub stars (skills.sh, GitHub). It teaches Claude Code to search the open skills registry mid-task and recommend installable packages ranked by install counts and source reputation. One command installs it.
Related skills
Forks & variants (11)
Find Skills has 11 known copies in the catalog totaling 1.5k installs. They canonicalize to this original listing.
- modelscope.cn - 1k installs
- mxyhi - 120 installs
- thedesignproject - 110 installs
- smithery.ai - 79 installs
- connorads - 68 installs
How it compares
Use find-skills to locate packaged workflows; write custom skills when no community skill covers the task.
FAQ
Who is Find Skills for?
Developers using agent workflows who want to search skills.sh, verify quality signals, and install modular skill packages with the Skills CLI.
When should I use Find Skills?
When a user asks how to do something, wants to find or install a skill, or mentions needing help in a domain like testing, design, or deployment.
Is Find Skills safe to install?
Review the Security Audits panel on this page before installing in production environments.