skills-discovery
Find and install specialized skills to improve your AI agent's performance.
Install
mkdir -p .claude/skills/skills-discovery && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/6719" && unzip -o skill.zip -d .claude/skills/skills-discovery && rm skill.zipInstalls to .claude/skills/skills-discovery
Activation
This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.
Search for and install Agent Skills that give you specialized capabilities. Before starting work, ask might a skill exist that handles this better than my base knowledge? If the task involves specific technologies, frameworks, file formats, or expert domains. Search proactively, even if the user doesn't mention skills. Skills encode best practices, tools, and techniques you wouldn't otherwise have. Also use when users explicitly ask to find, install, or manage skills.Key capabilities
- →Searches the claude-plugins.dev registry for skills
- →Installs skills globally or locally
- →Lists currently installed skills
- →Uninstalls existing skills
- →Provides skill metadata including author and stars
How it works
It queries the registry API to find relevant tools and uses the skills-installer CLI to manage local or global installations.
Inputs & outputs
When to use skills-discovery
- →Find a skill for PDF processing
- →Search for best practices in deployment
- →Install a tool for data pipeline management
About this skill
Skills Discovery
You can extend your capabilities by discovering and installing Agent Skills from the claude-plugins.dev registry. Skills provide specialized knowledge, tools, and techniques for specific technologies, frameworks, and domains.
When to search for skills
First, check if an installed skill matches the task. If not, search the registry—specialized skills may exist that you haven't installed yet.
Before starting any non-trivial task, ask yourself:
- Do I have a skill for this? → Use it
- Might one exist that I don't have? → Search the registry
Search proactively when:
- The task involves specific technologies, frameworks, or file formats
- You're about to do something where best practices matter (testing, deployment, APIs, documentation)
- The domain is specialized (PDF processing, data pipelines, ML workflows)
- You notice yourself about to give generic advice where expert patterns would help
Also search when users explicitly ask to find, install, or manage skills.
Discovery workflow
Use the registry API for search (the CLI's search command is interactive and not suitable for programmatic use):
curl "https://claude-plugins.dev/api/skills?q=QUERY&limit=20&offset=0"
Parameters:
q: Search query (e.g., "frontend", "python", "pdf")limit: Results per page (max 100)offset: Pagination offset
Response structure:
{
"skills": [
{
"id": "...",
"name": "skill-name",
"namespace": "@owner/repo/skill-name",
"sourceUrl": "https://github.com/...",
"description": "...",
"author": "...",
"installs": 123,
"stars": 45
}
],
"total": 100,
"limit": 10,
"offset": 0
}
Search strategies
The registry indexes skill names, descriptions, and tags. Construct queries that match how skill authors describe their work.
Query construction:
- Use 1-3 specific terms (too broad = noise, too narrow = misses)
- Prefer widely-used terminology over project-specific jargon
- Technology + task often outperforms either alone
- If results are poor, broaden or try synonyms
Installation
Determine which client the user is working in before installing. If unclear, ask.
Supported clients:
claude-code— Claude Code CLIcodex— Codexcursor— Cursor editoramp- amp CLIopencode- OpenCode CLIgoose- Goose CLIgithub— VSCode/ githubvscode— VS Codeletta— Letta CLIgemini- Gemini CLIwindsurf- Windsurf editorantigravity- Antigravitytrae- Traeqoder- Qodercodebuddy- CodeBuddy- Client selection:
npx skills-installer install @owner/repo/skill-name --client claude-code # default
npx skills-installer install @owner/repo/skill-name --client cursor
npx skills-installer install @owner/repo/skill-name --client vscode
Scope selection:
npx skills-installer install @owner/repo/skill-name # global (default)
npx skills-installer install @owner/repo/skill-name --local # project-specific
Combined:
npx skills-installer install @owner/repo/skill-name --client cursor --local
Defaults:
- Client:
claude-code - Scope: global
Management
# List installed skills
npx skills-installer list
# Uninstall a skill
npx skills-installer uninstall @owner/repo/skill-name
Presenting results to users
When you find relevant skills:
- Show 3-5 most relevant results maximum
- Include: name, namespace, description, stars, installs
- Explain how each skill helps with their specific task
- Prioritize those with high installs
- Always ask for confirmation before installing
- Offer to help directly if no good skill exists or user declines
Examples
Example: Proactive suggestion
User: "I need to create a Django REST API"
curl "https://claude-plugins.dev/api/skills?q=django&limit=10"
Present suggestion:
I found some skills that could help:
1. django-rest-framework-expert (@anthropics/claude-code/django-rest-framework-expert)
Description: Django REST API development with best practices
⭐ 234 stars • 1,567 installs
Would you like me to install this, or help you directly without installing a skill?
Example: Explicit search request
User: "find skills for Python"
curl "https://claude-plugins.dev/api/skills?q=python&limit=10"
Present results and ask which to install.
API reference
| Endpoint | Description |
|---|---|
GET /api/skills/search?q=QUERY | Search skills |
GET /api/skills/@owner/repo/skill-name | Get skill details |
Web registry: https://claude-plugins.dev/skills
Troubleshooting
No results found:
- Try broader search terms
- Browse web registry: https://claude-plugins.dev/skills
Installation fails:
- Verify namespace format:
@owner/repo/skill-name - Check skill exists in registry
- Verify directory permissions
Skill not activating:
- User may need to restart their client
- Verify correct installation directory
- Confirm SKILL.md exists in installation path
When not to use it
- →When the task can be solved with base knowledge
- →When the user explicitly declines skill installation
Prerequisites
Limitations
- →Requires internet access to reach the registry
- →Installation success depends on directory permissions
How it compares
It automates the discovery and installation process rather than requiring manual registry browsing.
Compared to similar skills
skills-discovery side by side with the closest alternatives in the catalog.
| Skill | Installs | Updated | Safety | Difficulty |
|---|---|---|---|---|
| skills-discovery (this skill) | 1 | 6mo | Review | Beginner |
| autonomous-agent-patterns | 4 | 6mo | Review | Intermediate |
| agent-orchestration-improve-agent | 4 | 4mo | No flags | Advanced |
| skill-generator | 4 | 4mo | Review | Intermediate |
Try saying
Example prompts that trigger this skill in your AI assistant.
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