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web-search-pro（网络搜索专业版）

Agent Skill

web-search-pro 用于处理浏览器自动化、网页检查和页面信息提取，适合在 OpenClaw 中需要让 Agent 打开页面、读取网页或验证前端流程时使用。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

220,996

周安装

8,854

GitHub Stars

9

下载量

71,540
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

2

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：web-search-pro（网络搜索专业版）
来源仓库：https://github.com/zjianru/web-search-pro
安装命令：
openclaw skills install web-search-pro
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 web-search-pro

简介

用于处理浏览器自动化和网页信息提取，适合在OpenClaw中验证前端流程。

  • 代理优先的网络搜索和检索，支持实时搜索、新闻查找和代码搜索。
  • 通过clawhub安装，结合来源仓库和原始README核验具体用法。
  • 安装前需确认权限范围、维护状态及是否触发联网或文件读写。
  • web-search-pro 属于研究检索类 Skill，可作为该场景下的辅助能力补充。

SKILL.md

name
web-search-pro
description
|
homepage
https://github.com/Zjianru/web-search-pro
metadata
{"openclaw":{"emoji":"🔎","requires":{"bins":["node"],"config":["config.json"],"env":{"TAVILY_API_KEY":"optional — premium deep search, news, and extract","EXA_API_KEY":"optional — semantic search and extract fallback","QUERIT_API_KEY":"optional — multilingual AI search with native geo and language filters","SERPER_API_KEY":"optional — Google-like search and news","BRAVE_API_KEY":"optional — structured web search aligned with existing OpenClaw setups","SERPAPI_API_KEY":"optional — multi-engine search including Baidu","YOU_API_KEY":"optional — LLM-ready web search with freshness and locale support","PERPLEXITY_API_KEY":"optional — native Perplexity Sonar access","OPENROUTER_API_KEY":"optional — gateway access to Perplexity/Sonar via OpenRouter","KILOCODE_API_KEY":"optional — gateway access to Perplexity/Sonar via Kilo","PERPLEXITY_GATEWAY_API_KEY":"optional — custom gateway key for Perplexity/Sonar models","PERPLEXITY_BASE_URL":"optional — required with PERPLEXITY_GATEWAY_API_KEY","SEARXNG_INSTANCE_URL":"optional — self-hosted privacy-first metasearch endpoint"},"note":"No API key is required for the baseline. Optional provider credentials or endpoints widen retrieval coverage."}},"clawdbot":{"emoji":"🔎","requires":{"bins":["node"],"config":["config.json"],"note":"No API key is required for the baseline. Optional provider credentials or endpoints widen retrieval coverage."},"install":[{"kind":"node","label":"Bundled Node skill runtime","bins":["node"]}],"config":{"stateDirs":[".cache/web-search-pro"],"example":"{\

Web Search Pro 2.1 Core Profile

This ClawHub package publishes the core retrieval profile of web-search-pro. It is a code-backed Node runtime package, not an instruction-only bundle.

Use This Skill When

  • the caller needs live web search or news search
  • the caller needs docs lookup or code lookup
  • the caller may continue from search into extract, crawl, map, or research
  • the agent needs explainable routing and visible federated-search gains
  • the first run needs a real no-key baseline

Quick Start

The shortest successful path is:

  • Option A: No-key baseline
  • Option B: Add one premium provider
  • Then try docs, news, and research

Option A: No-key baseline

No API key is required for the first successful run.

node {baseDir}/scripts/doctor.mjs --json
node {baseDir}/scripts/bootstrap.mjs --json
node {baseDir}/scripts/search.mjs "OpenAI Responses API docs" --json

Option B: Add one premium provider

If you only add one premium provider, start with TAVILY_API_KEY.

export TAVILY_API_KEY=tvly-xxxxx
node {baseDir}/scripts/doctor.mjs --json
node {baseDir}/scripts/search.mjs "latest OpenAI news" --type news --json

First successful searches

node {baseDir}/scripts/search.mjs "OpenClaw web search" --json
node {baseDir}/scripts/search.mjs "OpenAI Responses API docs" --preset docs --plan --json
node {baseDir}/scripts/extract.mjs "https://platform.openai.com/docs" --json

Then try docs, news, and research

node {baseDir}/scripts/search.mjs "OpenAI Responses API docs" --preset docs --json
node {baseDir}/scripts/search.mjs "latest OpenAI news" --type news --json
node {baseDir}/scripts/research.mjs "OpenClaw search skill landscape" --plan --json

Install Model

ClawHub installs this bundle directly as a code-backed Node skill pack.

  • hard runtime requirement: node
  • no remote installer, curl-to-shell bootstrap, or Python helper transport in the baseline path
  • optional runtime config file: config.json
  • local state directory: .cache/web-search-pro

Why Federated Search Matters

Federation is not just "more providers". It exposes compact gain metrics:

  • federated.value.additionalProvidersUsed
  • federated.value.resultsRecoveredByFanout
  • federated.value.resultsCorroboratedByFanout
  • federated.value.duplicateSavings
  • routingSummary.federation.value

Runtime Contract

  • selectedProvider

The planner's primary route.

  • routingSummary

Compact route explanation with confidence and federation summary.

  • routing.diagnostics

Full route diagnostics exposed by --explain-routing or --plan.

  • federated.providersUsed

The providers that actually returned results when fanout is active.

  • federated.value

Compact federation gain summary for added providers, recovered results, corroboration, and duplicate savings.

  • cached / cache

Cache hit plus TTL telemetry for agents.

  • topicType, topicSignals, researchAxes

Structured planning summaries for the model-facing research pack.

Commands By Task

Included commands:

  • search.mjs
  • extract.mjs
  • crawl.mjs
  • map.mjs
  • research.mjs
  • doctor.mjs
  • bootstrap.mjs
  • capabilities.mjs
  • review.mjs
  • cache.mjs
  • health.mjs

Runtime notes:

  • Node is the only hard runtime requirement.
  • No API key is required for the baseline.
  • Optional provider credentials or endpoints widen coverage.
  • Baseline outbound requests use curl when available and fall back to built-in fetch.

Baseline:

  • No API key is required for the baseline.
  • ddg is best-effort no-key search.
  • fetch is the no-key extract / crawl / map fallback.

Optional provider credentials or endpoints unlock stronger coverage:

TAVILY_API_KEY=tvly-xxxxx
EXA_API_KEY=exa-xxxxx
QUERIT_API_KEY=xxxxx
SERPER_API_KEY=xxxxx
BRAVE_API_KEY=xxxxx
SERPAPI_API_KEY=xxxxx
YOU_API_KEY=xxxxx
SEARXNG_INSTANCE_URL=https://searx.example.com

# Perplexity / Sonar: choose one transport path
PERPLEXITY_API_KEY=xxxxx
OPENROUTER_API_KEY=xxxxx
OPENROUTER_BASE_URL=https://openrouter.ai/api/v1  # optional override
KILOCODE_API_KEY=xxxxx

# Or use a custom OpenAI-compatible gateway
PERPLEXITY_GATEWAY_API_KEY=xxxxx
PERPLEXITY_BASE_URL=https://gateway.example.com/v1
PERPLEXITY_MODEL=perplexity/sonar-pro  # accepts sonar* or perplexity/sonar*

Review and diagnostics:

node {baseDir}/scripts/capabilities.mjs --json
node {baseDir}/scripts/doctor.mjs --json
node {baseDir}/scripts/bootstrap.mjs --json
node {baseDir}/scripts/review.mjs --json

Search keywords:

web search, news search, latest updates, current events, docs search, API docs, code search, company research, competitor analysis, site crawl, site map, multilingual search, Baidu search, answer-first search, cited answers, explainable routing, no-key baseline

适合场景

01

调用多模型

02

代码和文本生成

03

Agent 推理流程

04

OpenRouter 模型接入

能力概览

能力 1

统一调用多种 LLM

能力 2

支持 Claude、Gemini、Kimi 等模型

能力 3

适合聊天、代码和推理任务

能力 4

可作为 Agent 模型调用入口

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

77.75%
按下载量换算55,622

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

可疑

权限和风险

敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置，应进入高风险复核队列，默认不自动发布。

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

/zjianru/web-search-pro

SKILL.md 来源

clawhub.ai

/zjianru/web-search-pro

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下一个 Skill

web-search-pro（网络搜索专业版）

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