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multi-engine-search（多引擎搜索）

Agent Skill

multi-engine-search 用于查找、检索和筛选相关信息，适合在 OpenClaw 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态，以及是否会触发联网、命令执行或文件读写。

总安装

3,702

周安装

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GitHub Stars

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下载量

1,297

OpenClaw

安装说明

本站只整理中文说明和来源信息，不托管安装包，也不代用户安装。

GitHub

来源数

许可证

MIT-0

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手，先确认命令和权限，再让它执行。

请帮我安装这个 Agent Skill：multi-engine-search（多引擎搜索）
来源仓库：https://github.com/shenmeng/multi-engine-search
安装命令：
openclaw skills install multi-engine-search
安装前请先检查当前环境是否支持对应 CLI，并向我确认将要执行的命令、安装目录、联网范围和文件读写权限；确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill；本站只展示命令，不托管安装包，也不自动执行。

ClawHubOpenClaw

openclaw skills install multi-engine-search

简介

统一的多引擎网络搜索工具。multi-engine-search 属于研究检索类 Skill，可作为该场景下的辅助能力补充。

支持 Tavily API 快速检索与多源信息聚合。
适用于需要查找来源、进行研究或验证信息时使用。
安装命令：openclaw skills install multi-engine-search。
建议核对 API 密钥配置与搜索结果置信度阈值。

SKILL.md

name: web-search
description: Unified multi-engine web search. Use when the user wants to search the web, find information, look up sources, or perform research. Supports Tavily API (fast) and browser-based search (Google, Bing, Baidu, DuckDuckGo). Can aggregate results from multiple engines. Triggers on "搜索", "search", "查一下", "找一下", "搜一下", "查找", "search the web", "look up", "google it", "bing", "百度".

Web Search

Unified search interface across multiple search engines with result aggregation support.

Quick Start

# Default search (Tavily API - fastest)
python3 {baseDir}/scripts/web_search.py --query "your search query"

# Specify engine
python3 {baseDir}/scripts/web_search.py --query "你的搜索内容" --engine baidu
python3 {baseDir}/scripts/web_search.py --query "search terms" --engine google

# Aggregate from multiple engines
python3 {baseDir}/scripts/web_search.py --query "关键词" --engine all

# Limit results
python3 {baseDir}/scripts/web_search.py --query "..." --max-results 10

Search Engines

Engine	Method	Best For	Speed
tavily	API	General web search, fast results	⚡ Fastest
google	Browser	Comprehensive results, international	🐢 Slow
bing	Browser	Microsoft ecosystem, image search	🐢 Slow
baidu	Browser	Chinese content, domestic sites	🐢 Slow
duckduckgo	Browser	Privacy-focused, no tracking	🐢 Slow
all	Aggregated	Maximum coverage, research	🐌 Slowest

Commands

Tavily Search (Recommended)

Fast API-based search, best for most use cases:

python3 {baseDir}/scripts/web_search.py --query "..." --engine tavily

# With answer summary
python3 {baseDir}/scripts/web_search.py --query "..." --engine tavily --include-answer

# Markdown output
python3 {baseDir}/scripts/web_search.py --query "..." --engine tavily --format md

Requirements: TAVILY_API_KEY in environment or ~/.openclaw/.env

Browser-Based Search

Use agent-browser to access search engines directly:

# Google search
python3 {baseDir}/scripts/web_search.py --query "..." --engine google

# Baidu (for Chinese content)
python3 {baseDir}/scripts/web_search.py --query "关键词" --engine baidu

# Bing
python3 {baseDir}/scripts/web_search.py --query "..." --engine bing

# DuckDuckGo (privacy-focused)
python3 {baseDir}/scripts/web_search.py --query "..." --engine duckduckgo

Aggregated Search

Search multiple engines and combine results:

python3 {baseDir}/scripts/web_search.py --query "..." --engine all --max-results 5

This searches Tavily + Google + Baidu and deduplicates results.

Output Format

JSON (default)

{
  "query": "search query",
  "engine": "tavily",
  "results": [
    {
      "title": "Result Title",
      "url": "https://example.com",
      "snippet": "Brief description..."
    }
  ]
}

Markdown (`--format md`)

## Search Results: "query"

1. **[Title](url)**
   Description...

2. **[Title](url)**
   Description...

Decision Guide

Use Tavily when:

Need quick results
General web search
API available

Use Google when:

Need comprehensive results
International content
Tavily unavailable

Use Baidu when:

Searching Chinese content
Looking for domestic Chinese sites
Researching Chinese topics

Use DuckDuckGo when:

Privacy is important
Avoiding tracking
Alternative perspective

Use Aggregated when:

Research needs comprehensive coverage
Important topic requiring multiple sources
Comparing results across engines

Workflow

Determine engine preference

- Default: Tavily (fastest) - Chinese content: Baidu - Research: all engines

Run search

   python3 {baseDir}/scripts/web_search.py --query "..." --engine tavily --max-results 5

If more depth needed

- Increase --max-results - Switch to --engine all - Use agent-browser directly for interactive search

Integration with agent-browser

For complex search tasks requiring interaction:

# Open Google
agent-browser open "https://www.google.com/search?q=query"

# Open Baidu
agent-browser open "https://www.baidu.com/s?wd=关键词"

# Extract results
agent-browser snapshot -i

See Agent Browser skill for full browser automation capabilities.

Notes

Keep --max-results small (3-5) by default to reduce token usage
Browser-based searches are slower due to page loading
Aggregated search combines and deduplicates results from multiple engines
For Chinese queries, Baidu often returns better localized results

适合场景

OpenClaw 用户查找和安装 Skill 时

用户想查找某类 Agent Skill 时

需要根据任务场景推荐可安装能力包时

需要对比不同来源的安装命令和来源信息时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明，方便继续核验

能力 4

补充不同宿主或平台的使用分布数据

能力 5

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用；具体调用方式请以来源页面和 README 为准。

平台分布

OpenClaw

98.36%

按下载量换算1,276

安全审计

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可疑

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权限和风险

操作浏览器

该 Skill 可能涉及浏览器控制能力，使用时可能读取或操作网页内容，需要在受控环境中确认权限边界。

安装前确认

本站仅展示第三方公开信息，不托管安装包，不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在 warning/failed 结果，不能写成本站确认安全。当前只有一个来源，正式发布前建议补源仓库或其他目录站核验。

来源信息

GitHub 仓库

github.com

/shenmeng/multi-engine-search

SKILL.md 来源

clawhub.ai