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Find Skills

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Discover and install agent skills effortlessly.

by bytedance79.7k stars on bytedance/deer-flow
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Updated Aug 10, 2026
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Free · Opens the source repo

What Find Skills does

The Find Skills agent skill is designed to assist users in discovering and installing various skills from the open agent skills ecosystem. When users express a need for assistance with a specific task or domain, this skill acts as a bridge to find the right tools that can enhance their workflow. It is particularly useful when users ask questions like "how do I do X?" or express interest in extending their agent's capabilities. By leveraging the Skills CLI, users can easily search for skills that match their queries, making it a valuable resource for developers and designers alike.

The core functionality revolves around the Skills CLI, which allows users to interactively search for skills using the command npx skills find [query]. This command enables users to find relevant skills based on specific tasks or domains, such as web development, testing, or design. Once a skill is identified, users can install it using a simple bash script, ensuring that the skill is linked to their project seamlessly. This process not only saves time but also empowers users to enhance their capabilities with minimal effort.

This skill is particularly beneficial for developers and designers who frequently seek new tools or workflows to improve their productivity. Whether it’s optimizing a React application or managing deployment processes, the Find Skills skill streamlines the search and installation process, allowing users to focus on their core tasks rather than hunting for resources. Additionally, the skill provides guidance on how to present options to users, making it easier to communicate the benefits of each skill found.

In scenarios where no skills are found, the skill encourages users to consider creating their own skills, fostering a culture of customization and adaptability within the agent ecosystem. Overall, Find Skills is an essential tool for anyone looking to expand their agent's functionality and streamline their development or design workflows.

When to use it

Use this skill when you need to find specific agent skills for tasks or when you want to enhance your agent's capabilities.

When not to use it

This skill may not be suitable if you are looking for highly specialized skills that are not part of the open agent skills ecosystem.

What you can build with it

Searching for React Optimization Skills

A developer asks how to optimize their React app's performance. Using the skill, they run `npx skills find react performance` to discover relevant skills.

Finding Testing Tools

A user mentions needing help with testing. They can use the skill to search for testing-related skills by running `npx skills find testing`.

Exploring Deployment Options

When a user expresses interest in deployment workflows, they can easily find relevant skills by executing `npx skills find deploy`.

How to install Find Skills

View source

1. Install with the skills CLI

npx skills add bytedance/deer-flow/find-skills --agent claude-code

2. Or install it manually

Download the skill folder and drop it into ~/.claude/skills/ for all projects, or .claude/skills/ to scope it to one repo. Restart Claude Code so it picks up the new skill.

Anthropic's agentic coding CLI, and the reference implementation of Agent Skills. Drop a skill folder into ~/.claude/skills and Claude Code loads it automatically whenever a task matches the skill's description. Claude Code docs

Inside SKILL.md

Written by bytedance

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 check - Check for skill updates
  • 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: Search for Skills

Run the find command with a relevant query:

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

The command will return results like:

Install with bash /path/to/skill/scripts/install-skill.sh vercel-labs/agent-skills@vercel-react-best-practices

vercel-labs/agent-skills@vercel-react-best-practices
└ https://skills.sh/vercel-labs/agent-skills/vercel-react-best-practices

Step 3: 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 command they can run
  3. A link to learn more at skills.sh

Example response:

I found a skill that might help! The "vercel-react-best-practices" skill provides
React and Next.js performance optimization guidelines from Vercel Engineering.

To install it:
bash /path/to/skill/scripts/install-skill.sh vercel-labs/agent-skills@vercel-react-best-practices

Learn more: https://skills.sh/vercel-labs/agent-skills/vercel-react-best-practices

Step 4: Install the Skill

If the user wants to proceed, use the install-skill.sh script to install the skill and automatically link it to the project:

bash /path/to/skill/scripts/install-skill.sh <owner/repo@skill-name>

For example, if the user wants to install vercel-react-best-practices:

bash /path/to/skill/scripts/install-skill.sh vercel-labs/agent-skills@vercel-react-best-practices

The script will install the skill globally to skills/custom/

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

Frequently asked questions about Find Skills

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