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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.

Installation & invocation

1. Crée le fichier sur ta machine :

~/.claude/skills/find-skills/SKILL.md

2. Colle le contenu du SKILL.md ci-dessous, et redémarre Claude Code. Tu peux ensuite l'invoquer manuellement avec :

/find-skills

Claude peut aussi la déclencher automatiquement quand le contexte matche.

🇫🇷 Résumé FRCe que fait cette skill, en français

Découvre et installe des skills depuis l'écosystème open agent skills. Pour étendre Claude sans réinventer.

Contenu de la 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 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: 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]

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: 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:

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

Skills proches

auditeur

> Audite n'importe quelle ressource IA pour dire à Boris si elle est légitime, utile pour SA stack, et sans risque. À charger dès qu'il colle ou mentionne : un repo GitHub, un MCP, un skill, un outil/SaaS, une landing page, un guide Google Docs ou Notion, un PDF, une newsletter, une "liste des meilleurs X", ou demande "c'est utile ?", "audite ça", "ça vaut le coup ?", "est-ce que je l'installe ?", "regarde si c'est bien", "est-ce que vous avez déjà ça ?". Le skill vérifie la légitimité, compare à ce que Boris a déjà, applique une grille en 8 critères, et rend un verdict clair (Adopter / Référence / Ignorer / Éviter). Charge-le aussi quand Boris envoie une rafale de liens à trier. Ne PAS charger pour exécuter une tâche métier normale (rédiger, prospecter, coder) : seulement pour ÉVALUER si une ressource externe vaut l'adoption.

my-stack

Recommandation et trame : crée un skill `my-stack` qui inventorie les MCPs, outils natifs et services connectés à ton Claude. Charge ce skill quand tu veux comprendre le pattern et l'adopter pour ta propre stack. Le but : avoir un skill que tu charges via `/my-stack` quand tu veux router une tâche vers le bon outil, ou savoir ce qui est branché.

writing-skills

Use when creating new skills, editing existing skills, or verifying skills work before deployment

dispatching-parallel-agents

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

executing-plans

Use when you have a written implementation plan to execute in a separate session with review checkpoints

subagent-driven-development

Use when executing implementation plans with independent tasks in the current session