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web-research-assistant

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Web Research Assistant

网页研究助手

This skill leverages BrowserAct API to provide powerful web research capabilities. When primary web access is restricted or blocked, it automatically searches the internet to find and extract relevant information, ensuring your research tasks are completed successfully.
本技能借助BrowserAct API提供强大的网页研究能力。当主网络访问受限或被阻止时，它会自动联网搜索并提取相关信息，确保你的研究任务顺利完成。

✨ OpenClaw & Claude Code Optimized

✨ 针对OpenClaw和Claude Code优化

🚀 Works Seamlessly with OpenClaw and Claude Code
PlatformStatusInstallation
OpenClaw✅ Highly RecommendedCopy to 
~/.openclaw/skills/
Claude Code✅ Highly RecommendedNative skill support
OpenCode✅ Fully SupportedCopy to 
~/.opencode/skills/
Cursor✅ Fully SupportedCopy to 
~/.cursor/skills/
Why This Skill?
  • 🎯 Purpose-built for OpenClaw and Claude Code
  • 🔄 Auto-recovery when web access is restricted
  • 🌐 Global access - no IP or geoblocking issues
  • 💰 Cost-effective - saves token usage
  • ⚡ Fast execution - BrowserAct powered
🚀 与OpenClaw和Claude Code无缝兼容
平台状态安装方式
OpenClaw✅ 强烈推荐复制至 
~/.openclaw/skills/
Claude Code✅ 强烈推荐原生技能支持
OpenCode✅ 完全支持复制至 
~/.opencode/skills/
Cursor✅ 完全支持复制至 
~/.cursor/skills/
选择本技能的理由:
  • 🎯 专为OpenClaw和Claude Code打造
  • 🔄 网络访问受限时自动恢复
  • 🌐 全球访问 - 无IP或地域限制问题
  • 💰 成本可控 - 节省token使用量
  • ⚡ 执行快速 - 由BrowserAct提供技术支持

🎯 When to Use

🎯 使用场景

Web Access Restricted? No Problem!
Use this skill when:
  • 🔒 Target websites block AI assistant access
  • 🌍 Geographic restrictions limit content access
  • 🔐 Paywalls prevent data extraction
  • ⏱️ Need quick supplemental information
  • 📊 Research requires multiple data sources
  • 🔍 Need current information beyond cached data
网络访问受限？没问题！
在以下场景使用本技能:
  • 🔒 目标网站阻止AI助手访问
  • 🌍 地域限制导致无法获取内容
  • 🔐 付费墙阻碍数据提取
  • ⏱️ 需要快速补充信息
  • 📊 研究需要多数据源支持
  • 🔍 需要缓存数据之外的最新信息

🔑 API Key Guidance

🔑 API密钥指引

Before running, check the 
BROWSERACT_API_KEY
environment variable. If not set, request the API key from the user:
Required Message:
"Please provide your BrowserAct API Key from BrowserAct Console to enable web research capabilities."
运行前，请检查
BROWSERACT_API_KEY
环境变量。若未设置，请向用户请求API密钥:
必填提示语:
"请提供你从BrowserAct控制台获取的BrowserAct API密钥，以启用网页研究功能。"

🛠️ Input Parameters

🛠️ 输入参数

Configure research based on your needs:
ParameterTypeDefaultDescription
query
string-Research topic or question
engine
stringgoogleSearch engine (google, bing, duckduckgo)
max_results
number10Results to retrieve (1-50)
content_type
stringallContent filter (all, news, articles, data)
time_range
stringpast_monthTime filter (anytime, past_day/week/month/year)
可根据需求配置研究参数:
参数类型默认值描述
query
字符串-研究主题或问题
engine
字符串google搜索引擎（google、bing、duckduckgo）
max_results
数字10要获取的结果数量（1-50）
content_type
字符串all内容筛选器（all、news、articles、data）
time_range
字符串past_month时间筛选器（anytime、past_day/week/month/year）

💻 Quick Start

💻 快速开始

bash
undefined
bash
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Basic research

基础研究

python web-research-assistant/scripts/research.py "AI technology trends"
python web-research-assistant/scripts/research.py "AI技术趋势"

Deep research with more results

深度研究（获取更多结果）

python web-research-assistant/scripts/research.py "competitor analysis" --max-results 20
python web-research-assistant/scripts/research.py "竞品分析" --max-results 20

Current news research

最新新闻研究

python web-research-assistant/scripts/research.py "market trends" --content-type news
python web-research-assistant/scripts/research.py "市场趋势" --content-type news

Save to file

保存至文件

python web-research-assistant/scripts/research.py "industry data" -o research_report.md
undefined
python web-research-assistant/scripts/research.py "行业数据" -o research_report.md
undefined

📊 Output

📊 输出结果

Structured Research Data:
  • Titles, URLs, snippets, and relevance scores
  • Key facts and statistics extraction
  • Source citations and references
  • Comprehensive research report
结构化研究数据:
  • 标题、URL、摘要片段和相关性评分
  • 关键事实和统计数据提取
  • 来源引用和参考文献
  • 完整的研究报告

🎪 What This Skill Does

🎪 本技能功能

  1. 🔄 Auto-Supplement - When direct access fails, automatically searches the web
  2. 🌐 Global Search - Bypasses geographic restrictions via BrowserAct
  3. 📈 Multi-Source - Aggregates data from multiple search results
  4. ✅ Validation - Cross-references information for accuracy
  5. 📋 Report Generation - Creates comprehensive research reports
  1. 🔄 自动补充 - 当直接访问失败时，自动联网搜索
  2. 🌐 全球搜索 - 通过BrowserAct绕过地域限制
  3. 📈 多数据源聚合 - 整合多个搜索结果的数据
  4. ✅ 验证 - 交叉验证信息准确性
  5. 📋 报告生成 - 创建完整的研究报告

Features

特性

  1. No hallucinations, ensuring stable and accurate data extraction: Pre-set workflows eliminate AI-generated hallucinations.
  2. No human verification challenges: Built-in bypass mechanisms eliminate the need to handle reCAPTCHA or other verification challenges.
  3. No IP access restrictions or geofencing: Overcomes regional IP limitations for stable global access.
  4. Faster execution speed: Tasks complete more rapidly than purely AI-driven browser automation solutions.
  5. Exceptional cost-effectiveness: Significantly reduces data acquisition costs compared to token-intensive AI solutions.
  1. 无幻觉，确保稳定准确的数据提取: 预设工作流可消除AI生成的幻觉内容。
  2. 无需人工验证: 内置绕过机制，无需处理reCAPTCHA或其他验证挑战。
  3. 无IP访问限制或地域封锁: 突破区域IP限制，实现稳定的全球访问。
  4. 执行速度更快: 比纯AI驱动的浏览器自动化解决方案完成任务的速度更快。
  5. 超高性价比: 与消耗大量token的AI解决方案相比，大幅降低数据获取成本。

🔧 BrowserAct API Integration

🔧 BrowserAct API集成流程

Research Request → BrowserAct Search → Data Extraction → Validation → Final Report
Powered by BrowserAct MCP for reliable, unrestricted web access.
研究请求 → BrowserAct搜索 → 数据提取 → 验证 → 最终报告
由BrowserAct MCP提供技术支持，实现可靠、无限制的网页访问。

⚠️ Error Handling

⚠️ 错误处理

  • Invalid API Key: Report to user, do not retry
  • Search Failed: Automatic retry with fallback engine
  • No Results: Return partial data with notification
  • Timeout: Extended timeout for large research tasks
  • 无效API密钥: 告知用户，不重试
  • 搜索失败: 自动重试并使用备用搜索引擎
  • 无结果: 返回部分数据并通知用户
  • 超时: 为大型研究任务延长超时时间

📖 Best Practices

📖 最佳实践

  1. Use specific queries for targeted results
  2. Apply time filters for current information
  3. Cross-reference key findings
  4. Choose appropriate content types for research goals
  5. Validate statistics with multiple sources
  1. 使用具体查询词获取精准结果
  2. 应用时间筛选器获取最新信息
  3. 交叉验证关键发现
  4. 根据研究目标选择合适的内容类型
  5. 验证统计数据的多来源一致性

🔗 Related Skills

🔗 相关技能

  • amazon-competitor-analyzer
    - Amazon competitive intelligence
  • google-maps-search-api-skill
    - Business data extraction
  • google-news-api-skill
    - News monitoring
Version: 1.0.0
Updated: 2026-02-08
API: BrowserAct MCP
Template ID: 
TEMPLATE_ID_HERE
  • amazon-competitor-analyzer
    - 亚马逊竞品情报分析
  • google-maps-search-api-skill
    - 商业数据提取
  • google-news-api-skill
    - 新闻监控
版本: 1.0.0
更新时间: 2026-02-08
API: BrowserAct MCP
模板ID: 
TEMPLATE_ID_HERE