运维安装
- 作者仓库星标 514
- 作者更新于 实时读取
- 作者仓库 claude-plugins
- 领域
- AI 智能
- 兼容 Agent
-
- Claude Code
- Cursor
- Cline
- Codex
- Windsurf
- Gemini CLI
- +20
- 信任分
- 88 / 100 · 社区维护
- 作者 / 版本 / 许可
- @Kamalnrf · 未声明 license
- Token 消耗评级
- 低消耗
- 接入复杂程度
- 即装即用
- 是否需要外部 API Key
- 不需要
- 兼容的系统
- macOS · Linux · Windows
- 底层运行要求
- Python
- 文件与系统权限
-
- 只读
- 允许写入 / 修改
- 网络行为
- 允许外网请求
- 安装命令数
- 26 条
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。
---
name: skills-discovery
description: Search for and install Agent Skills that give you specialized capabilities. Before starting work…
category: AI 智能
runtime: Python
---
# skills-discovery 输出预览
## PART A: 任务判断
- 适用问题:提示词、Agent 工作流、模型评估或自动化推理。
- 输入要求:目标材料、限制条件、期望输出和验收方式。
- 证据边界:围绕“When to search for skills / Discovery workflow / Search strategies”读取原文规则,不把推断写成作者承诺。
## PART B: 执行结果
- **01** 任务判断:确认你的需求是否属于提示词、Agent 工作流、模型评估或自动化推理,并标出输入、限制和预期结果。
- **02** 执行计划:优先按“When to search for skills / Discovery workflow / Search strategies”拆成步骤,说明每一步会读取什么、修改什么、产出什么。
- **03** 交付结果:给出可复制的命令、文件改动、检查清单或内容草稿,并说明如何继续迭代。
- **04** 风险边界:结合 读取文件、写入/修改文件、会按任务需要访问外部网络、通常不需要额外 API Key 给出执行前确认项。
## Running Rules
- 读取文件、写入/修改文件;会按任务需要访问外部网络;通常不需要额外 API Key。
- 先小样例验证,再放大到真实任务。
- 交付时同时给结果、检查口径和下一步迭代建议。 原文出现了 `/api` 这类斜杠命令;如果你的 Agent 支持命令触发,优先用命令开场,再补充目标和边界。
告诉 Agent 目标文件或材料、期望结果、不可改范围、是否允许联网或执行命令。本 Skill 的权限画像是:读取文件、写入/修改文件。
先用一个小任务确认它会围绕“When to search for skills / Discovery workflow / Search strategies”工作;涉及文件或命令时,先看 diff、日志、预览或测试结果。
检查最终产物是否包含明确结果、必要证据和下一步动作;如果输出泛泛而谈,就补充输入、边界和验收标准后重跑。
---
name: skills-discovery
description: Search for and install Agent Skills that give you specialized capabilities. Before starting work…
category: AI 智能
source: Kamalnrf/claude-plugins
---
# skills-discovery
## 什么时候使用
- 把 AI / Agent方向的常用动作沉淀成 Agent 可调用的技能 适合处理AI Agent、提示词、模型评估与自动化推理,核心价值是把输入、判断、执行、验证和交付边界固定下来,避免 Agent 泛泛回答。 把任务拆成可执行、可检查…
- 面向提示词、Agent 工作流、模型评估或自动化推理,优先处理能明确输入、步骤和验收标准的工作。
## 需要提供什么
- 目标材料、目录范围、期望结果和不可改动内容。
- 是否允许联网、执行命令、读写文件或调用外部服务。
## 执行规则
- 围绕「When to search for skills / Discovery workflow / Search strategies」组织步骤,不把推断写成作者事实。
- 读取文件、写入/修改文件;会按任务需要访问外部网络;通常不需要额外 API Key。
- 先跑小样例,确认结果可检查后再扩大任务范围。
## 输出要求
- 给出最终产物、关键证据、验证方式和下一步动作。
- 信息不足时标记 unknown,不编造命令、平台或依赖。 作者原文负责流程事实;仓库文件负责来源和命令;流狐只补充适用场景、限制和质量判断。
skill "skills-discovery" {
输入层 -> 用户目标 + 目标文件 + 禁止范围 + 验收标准
上下文层 -> When to search for skills / Discovery workflow / Search strategies
规则层 -> SKILL.md 触发条件 / 执行顺序 / 输出格式
运行层 -> Python | 读取文件、写入/修改文件 | 会按任务需要访问外部网络
安全层 -> 通常不需要额外 API Key + 小任务验证 + diff / 日志复核
输出层 -> 可复制结果 + 检查清单 + 下一步迭代
} 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
先判断是否适合
作者设计意图
作者的方法与取舍
边界和复核