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Skill
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Audit score 45

find-skills

bytedance/deer-flow

Discover and install agent skills from the open ecosystem when users ask for specialized capabilities.

What is find-skills?

This skill helps users find and install modular skill packages that extend agent capabilities. Use it when someone asks "how do I do X", "find a skill for X", or expresses interest in extending functionality with specialized tools or workflows.

  • Search for skills interactively or by keyword using `npx skills find [query]`
  • Present relevant skill options with descriptions and install commands
  • Install discovered skills using the install-skill.sh script
  • Browse the full skills directory at https://skills.sh/
  • Handle cases where no matching skills exist by offering direct help or skill creation guidance

How to install find-skills

npx skills add https://github.com/bytedance/deer-flow --skill find-skills
Claude Code
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How to use find-skills

  1. 1.Identify the user's need: domain, specific task, and whether a skill likely exists
  2. 2.Run `npx skills find [query]` with relevant keywords (e.g., 'react performance', 'pr review', 'changelog')
  3. 3.Present found skills to the user with name, description, and install command
  4. 4.If user approves, run `bash /path/to/skill/scripts/install-skill.sh <owner/repo@skill-name>` to install
  5. 5.If no skills found, offer to help directly or suggest creating a custom skill with `npx skills init`

Use cases

Good for
  • User asks 'how do I make my React app faster?' → search and install performance optimization skills
  • User requests 'can you help me with PR reviews?' → find and install code review skills
  • User needs 'a changelog generator' → discover and install changelog creation skills
  • User wants to extend capabilities for a specific domain like testing, deployment, or design
  • User expresses interest in specialized workflows or tools that might exist as installable packages
Who it's for
  • Developers looking to extend agent capabilities
  • Users seeking specialized tools for specific domains (testing, DevOps, design, documentation)
  • Teams wanting to install pre-built workflows and knowledge packages
  • Anyone asking about capabilities that might exist as modular skills

find-skills FAQ

What is the Skills CLI?

The Skills CLI (`npx skills`) is the package manager for the open agent skills ecosystem. Key commands include `npx skills find [query]` to search, `npx skills check` to check for updates, and `npx skills update` to update installed skills.

How do I search for a skill?

Run `npx skills find [query]` with relevant keywords. For example, `npx skills find react performance` or `npx skills find pr review`. Use specific keywords and try alternative terms if needed.

Where can I browse all available skills?

Visit https://skills.sh/ to browse the full skills directory and explore available packages.

What should I do if no skills are found for a user's request?

Acknowledge that no matching skill exists, offer to help with the task directly using general capabilities, and suggest the user could create their own skill with `npx skills init`.

What are common skill categories?

Common categories include Web Development (react, nextjs, typescript), Testing (jest, playwright, e2e), DevOps (docker, kubernetes, ci-cd), Documentation (docs, changelog), Code Quality (review, lint, refactor), Design (ui, ux, accessibility), and Productivity (workflow, automation, git).

Full instructions (SKILL.md)

Source of truth, from bytedance/deer-flow.


name: find-skills description: 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.

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