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Agent Skill · 研究检索

web-search(网络搜索)

web-search 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 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。

web-search 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为调用外部服务;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 8,427。

总安装 16,402周安装 670GitHub Stars 89下载 5,306核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

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(网络搜索)
来源仓库:https://github.com/claude-office-skills/skills
仓库路径:skills/web-search
安装命令:
npx skills add https://github.com/claude-office-skills/skills --skill web-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 npx skills 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。

skills.shnpx skills
npx skills add https://github.com/claude-office-skills/skills --skill web-search

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

web-search 协助优化搜索查询策略,提升信息检索效率与结果相关性。适合需要精准定位网络资源、评估来源可靠性或整合多源信息的任务。可提供搜索语法建议、替代引擎推荐及结果综合分析,但不执行实际抓取。无法突破付费墙或实时获取最新搜索结果,需配合外部工具使用。

web-search 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/web-search

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/claude-office-skills/skills --skill web-search;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要调用外部服务,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

web-search 怎么安装?

在终端执行 npx skills add https://github.com/claude-office-skills/skills --skill web-search。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

web-search 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

web-search 需要什么权限?

权限级别是调用外部服务。该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

web-search 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

web-search 用的人多吗?

公开数据是累计安装 16,402 次,近一周安装 670 次,下载 5,306 次,GitHub 89 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

web-search 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
web-search

网络搜索 · 本页

16,40289调用外部服务未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Web Search Skill

Overview

I help you formulate effective web search queries and strategies to find the information you need. I can optimize search queries, suggest alternative approaches, evaluate sources, and synthesize findings.

What I can do:

  • Formulate optimized search queries
  • Suggest search operators and techniques
  • Recommend specialized search engines
  • Analyze and evaluate search results
  • Identify reliable sources
  • Synthesize information from multiple sources

What I cannot do:

  • Execute actual web searches (need external tools)
  • Access real-time search results
  • Access paywalled content
  • Guarantee source accuracy

How to Use Me

Step 1: Describe Your Information Need

Tell me:

  • What you're trying to find
  • Why you need this information
  • What you've already tried
  • Any constraints (time period, source type, language)

Step 2: Get Search Strategy

I'll provide:

  • Optimized search queries
  • Alternative query formulations
  • Recommended search engines/tools
  • Search operators to use

Step 3: Evaluate Results

If you share results, I can:

  • Assess source reliability
  • Extract key information
  • Identify gaps
  • Suggest follow-up searches

Search Query Optimization

Google Search Operators

OperatorUsageExample
"exact phrase"Exact match"climate change policy"
site:Search within sitesite:reddit.com AI tools
filetype:Find specific filesfiletype:pdf annual report
-wordExclude termapple -fruit
OREither termstartup OR entrepreneur
intitle:Word in titleintitle:guide python
inurl:Word in URLinurl:blog marketing
before:Before dateAI before:2023-01-01
after:After dateChatGPT after:2024-01-01
*Wildcard"how to * in python"
related:Similar sitesrelated:techcrunch.com

Query Formulation Techniques

1. Start Broad, Then Narrow
Broad: electric vehicles
Narrow: electric vehicle battery technology 2024
More narrow: solid-state battery EV range comparison 2024
2. Use Synonyms and Variations
Original: AI writing tools
Variations:
- artificial intelligence writing software
- AI content generator
- machine learning writing assistant
- GPT writing tool
3. Question-Based Queries
How: "how to implement SSO"
What: "what is zero trust security"
Why: "why companies use kubernetes"
Best: "best practices API design"
Compare: "AWS vs Azure vs GCP comparison"
4. Source-Specific Queries
Academic: site:edu OR site:ac.uk [topic]
Government: site:gov [topic]
News: [topic] site:reuters.com OR site:bbc.com
Forum: [topic] site:reddit.com OR site:stackoverflow.com

Specialized Search Engines

Search EngineBest ForURL
Google ScholarAcademic papersscholar.google.com
Semantic ScholarAI-powered paper searchsemanticscholar.org
PubMedMedical/biomedicalpubmed.ncbi.nlm.nih.gov
arXivPreprints (CS, physics)arxiv.org
PerplexityAI-powered researchperplexity.ai
Wolfram AlphaComputations, datawolframalpha.com
StatistaStatisticsstatista.com
CrunchbaseCompany datacrunchbase.com
Product HuntNew productsproducthunt.com
GitHubCode/projectsgithub.com
Stack OverflowProgramming Q&Astackoverflow.com

Source Evaluation Framework

CRAAP Test

CriterionQuestions to Ask
CurrencyWhen was it published? Updated?
RelevanceDoes it relate to your topic? Audience?
AuthorityWho is the author? Credentials?
AccuracyIs it supported by evidence? Verifiable?
PurposeWhy was it written? Bias?

Source Reliability Tiers

TierSource TypeReliability
Tier 1Peer-reviewed journals, official statisticsHighest
Tier 2Quality news (Reuters, AP), industry reportsHigh
Tier 3Company blogs, trade publicationsMedium
Tier 4Social media, forums, wikisVerify required
Tier 5Anonymous sources, content farmsLow

Output Format

# Web Search Strategy: [Topic]

**Information Need**: [What you're looking for]
**Search Date**: [Date]

---

## Recommended Search Queries

### Primary Query

[Optimized search query with operators]

**Rationale**: [Why this query works]

### Alternative Queries
1. `[Alternative query 1]`
   - Use when: [Scenario]
2. `[Alternative query 2]`
   - Use when: [Scenario]
3. `[Alternative query 3]`
   - Use when: [Scenario]

---

## Recommended Search Engines

| Engine | Why | Query Modification |
|--------|-----|-------------------|
| [Engine 1] | [Reason] | [Any modifications] |
| [Engine 2] | [Reason] | [Any modifications] |

---

## Search Strategy

### Step 1: [First search approach]
- Query: `[query]`
- Expected results: [What to look for]

### Step 2: [Second search approach]
- Query: `[query]`
- Expected results: [What to look for]

### Step 3: [Third search approach]
- Query: `[query]`
- Expected results: [What to look for]

---

## Expected Source Types

| Source Type | What to Look For |
|-------------|-----------------|
| [Type 1] | [Specifics] |
| [Type 2] | [Specifics] |

---

## Verification Strategy

1. [How to verify finding 1]
2. [How to verify finding 2]

---

## Potential Challenges

- [Challenge 1]: [How to address]
- [Challenge 2]: [How to address]

---

*Use multiple sources and cross-reference findings for accuracy.*

Example Use Cases

Case 1: Finding Recent Statistics

Need: Latest global EV sales figures Strategy:

Query: global electric vehicle sales 2024 statistics
Operators: after:2024-01-01 (filetype:pdf OR site:statista.com)
Sources: IEA, Bloomberg NEF, industry reports

Case 2: Technical How-To

Need: How to implement OAuth 2.0 Strategy:

Query: "OAuth 2.0" implementation tutorial
Site-specific: site:stackoverflow.com OR site:auth0.com
Filter: Look for official docs, recent posts

Case 3: Competitive Intelligence

Need: Information about a competitor's product Strategy:

Query: "[Company name]" product launch OR announcement
Sources: Press releases, news, Product Hunt
Social: site:twitter.com OR site:linkedin.com "[Company]"

Tips for Better Results

  1. Start with the end in mind - know what type of answer you need
  2. Use quotes for exact phrases
  3. Combine operators for precision
  4. Try multiple query variations
  5. Check source dates - information expires
  6. Cross-reference findings across sources
  7. Use specialized engines for specific content types

Limitations

  • Cannot execute actual searches
  • Cannot access real-time results
  • Cannot access paywalled content
  • Search engines change their algorithms
  • Results vary by location and personalization

*Built by the Claude Office Skills community. Contributions welcome!*

平台分布

Codex

36.92%
按下载量换算1,959

Claude

28.35%
按下载量换算1,504

Cursor

19.73%
按下载量换算1,047

Gemini CLI

8.82%
按下载量换算468

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

调用外部服务

该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

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。目前只有一个公开来源,建议同时核对源仓库。

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