技能 Discovery
- 作者仓库星标 514
- 作者仓库 claude-plugins
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
- 流狐分类
- AI 智能
- 作者声明 Agent
- 未找到明确声明;不据此推断已兼容或已测试
- 静态检查
- 88 / 100 · 启发式扫描,不代表运行安全
- 作者 / 版本 / 许可
- @Kamalnrf · 未声明 license
- 流狐 Token 估算
- 低消耗
- 流狐接入估算
- 即装即用
- 是否需要外部 API Key
- 未发现要求
- 检测到的系统要求
- macOS · Linux · Windows
- 底层运行要求
- Python
- 检测到的文件与系统行为
-
- 只读
- 允许写入 / 修改
- 检测到的网络行为
- 允许外网请求
- 安装命令数
- 无(仅作为资料)
档案由构建时根据 SKILL.md 与安装命令自动衍生,可能与作者实际意图存在差异。
需要注意: 未限定 allowed-tools,默认拥有全部工具权限。
# Presenting results to users
1. Show 3-5 most relevant results maximum
2. Include: name, namespace, description, stars, installs
3. Explain how each skill helps with their _specific_ task
4. Prioritize those with high installs
5. Always ask for confirmation before installing
6. Offer to help directly if no good skill exists or user declines 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
Use the registry API for search (the CLI's search command is interactive and not suitable for programmatic use): Parameters: q: Search query (e.g., "frontend", "python", "pdf")
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)
Determine which client the user is working in before installing. If unclear, ask. Supported clients: claude-code — Claude Code CLI
Management
When you find relevant skills: Show 3-5 most relevant results maximum Include: name, namespace, description, stars, installs
# 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:
1. Do I have a skill for this? → Use it
2. 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):
```bash
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:**
```json
{
"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
… 作者原文负责流程事实;流狐只索引当前章节、要点、文件与命令。
章节 -> When to search for skills → Discovery workflow → Search strategies → Installation → Management → Presenting results to users
要点 -> Parameters · Response structure · Query construction · Supported clients · Client selection · Scope selection · Combined · Defaults
文件/命令 -> limit · offset · claude-code · amp · opencode · goose · vscode · letta
内容 SHA-256 -> c6f938a06102
方法与流程
适用与边界
原文中的明确线索
limit、offset、claude-code、amp、opencode、goose、vscode、letta