find-skills

name	find-skills
description	Helps users discover and install external agent skills, but only after local `skill-discovery` results are low quality or clearly insufficient.

Find Skills

This skill helps you discover and install skills from the open agent skills ecosystem.

Use it only after local discovery has already failed to surface high-quality matches from the current runtime and skills-db.

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
• 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 npx skills add <owner/repo@skill>

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:
npx skills add vercel-labs/agent-skills@vercel-react-best-practices

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

Step 4: 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

Technique Map

• Identify scope — Determine what the skill applies to before executing.
• Follow workflow — Use documented steps; avoid ad-hoc shortcuts.
• Verify outputs — Check results match expected contract.
• Handle errors — Graceful degradation when dependencies missing.
• Reference docs — Load references/ when detail needed.
• Preserve state — Don't overwrite user config or artifacts.

Technique Notes

Skill-specific technique rationale. Apply patterns from the skill body. Progressive disclosure: metadata first, body on trigger, references on demand.

Prompt Architect Overlay

Role Definition: Specialist for find-skills domain. Executes workflows, produces artifacts, routes to related skills when needed.

Input Contract: Context, optional config, artifacts from prior steps. Depends on skill.

Output Contract: Artifacts, status, next-step recommendations. Format per skill.

Edge Cases & Fallbacks: Missing context—ask or infer from workspace. Dependency missing—degrade gracefully; note in output. Ambiguous request—clarify before proceeding.