Source profileQuality 87/100Review permissions

CherryHQ/cherry-studio/resources/skills/find-skills/SKILL.md

find-skills

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.

Source repository stars
49,062
Declared platforms
0
Static risk flags
2
Last source update
2026-07-28
Source checked
2026-07-28

Decision brief

What it does—and where it fits

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

Best for

  • 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

Not for

  • Tasks that require unconfirmed production actions or broad system permissions.
  • Environments where the pinned source and install steps cannot be inspected.

Compatibility matrix

Platform support, with evidence labels

PlatformStatusEvidenceWhat to check
CodexNot declaredNo explicit evidencePortability before use
Claude CodeNot declaredNo explicit evidencePortability before use
CursorNot declaredNo explicit evidencePortability before use
Gemini CLINot declaredNo explicit evidencePortability before use
Open the compatibility checker

Installation

Inspect first. Install second.

The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.

Source-detected install commandSource
npx skills add https://github.com/CherryHQ/cherry-studio --skill "resources/skills/find-skills"
Safe inspection promptEditorial

Inspect the Agent Skill "find-skills" from https://github.com/CherryHQ/cherry-studio/blob/dda7cc99d730c36bde685bec586dafe458722a4d/resources/skills/find-skills/SKILL.md at commit dda7cc99d730c36bde685bec586dafe458722a4d. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.

Workflow

What the source asks the agent to do

  1. 01

    How to Help Users Find Skills

    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
  2. 02

    Step 1: Understand What They Need

    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
  3. 03

    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.

    vercel-labs/agent-skills — React, Next.js, web design (100K+ installs each)anthropics/skills — Frontend design, document processing (100K+ installs)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 optio…
  4. 04

    Step 3: Search for Skills

    If the leaderboard doesn't cover the user's need, run the find command:

    User asks "how do I make my React app faster?" → npx skills find react performanceUser asks "can you help me with PR reviews?" → npx skills find pr reviewUser asks "I need to create a changelog" → npx skills find changelog
  5. 05

    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.

Permission review

Static risk signals and limitations

Runs scripts

medium · line 73

The documentation asks the agent to run terminal commands or scripts.

If the leaderboard doesn't cover the user's need, run the find command:

Runs scripts

medium · line 76

The documentation asks the agent to run terminal commands or scripts.

npx skills find [query] [--owner <owner>]

Network access

medium · line 112

The documentation includes network, browsing, or remote request actions.

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

Evidence record

Why each signal appears

EvidenceSourceComputedTestedEditorial
SignalValueEvidence typeMeaning
Quality score87/100ComputedDocumentation, specificity, maintenance, and trust rules
Repository stars49,062SourceRepository attention, not individual Skill quality
Compatibility0 platformsSourceDeclared in the catalog source record
Usage guideautomated source guideEditorialGenerated or reviewed according to the visible evidence level

Pinned source

Provenance and original SKILL.md

Repository
CherryHQ/cherry-studio
Skill path
resources/skills/find-skills/SKILL.md
Commit
dda7cc99d730c36bde685bec586dafe458722a4d
License
AGPL-3.0
Collected
2026-07-28
Default branch
main
View the original SKILL.md

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 owner
  • 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/

Runtime Detection

Before running any npx skills command, check if npx is available:

which npx

If npx is not found, fall back to the bundled bun shipped with Cherry Studio. Cherry Studio sets the CHERRY_STUDIO_BUN_PATH environment variable pointing to its bundled bun binary. Use it as follows:

if [ -n "$CHERRY_STUDIO_BUN_PATH" ] && [ -x "$CHERRY_STUDIO_BUN_PATH" ]; then
  "$CHERRY_STUDIO_BUN_PATH" x skills <subcommand> [args]
else
  echo "Error: Neither npx nor bundled bun found. Install Node.js or run Cherry Studio's bun installer."
fi

For example, npx skills find react becomes "$CHERRY_STUDIO_BUN_PATH" x skills find react.

Always try npx first. Only use the bun fallback when npx is unavailable.

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-practices

Step 6: Install (Requires User Confirmation)

⚠️ Security: Skills are third-party code that runs with full agent permissions. A malicious skill could read, modify, or delete files on your system.

Before installing any skill you MUST:

  1. Show a security warning — tell the user that the skill is third-party code and will run with full agent permissions.
  2. Provide a review link — the skills.sh page (or source repository) so the user can review the skill's SKILL.md and any scripts it contains.
  3. Ask the user for explicit confirmation — do NOT run npx skills add until the user says "yes" or equivalent. Never install silently.

Only after the user confirms, run:

npx skills add <owner/repo@skill> -g -y

The -g flag installs globally (user-level) and -y skips the CLI's own interactive prompt — the user confirmation step above is what ensures the install was actually reviewed and approved, so it must happen first.

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