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search-and-research

Conduct web searches and deep research across multiple sources.

Updated Jun 19, 2025
Search Tags:#research#information retrieval#search#data analysis#web scraping
One-click install
npx skills add https://github.com/gatovillano/KognitoAI --skill search-and-research
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: search-and-research
Source: https://github.com/gatovillano/KognitoAI/tree/main/skills/search_and_research_skill
Command: npx skills add https://github.com/gatovillano/KognitoAI --skill search-and-research

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires tavily-python, beautifulsoup4, requests, ddgs, tavily, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill simplifies advanced web search and research tasks, allowing you to quickly find and verify information with precision.

Core Features & Use Cases

  • Comprehensive Web Search: Execute in-depth searches using multiple sources including web scraping and APIs.
  • Multi-Query Research: Generate and combine multiple search queries for a more thorough analysis.
  • Content Analysis: Analyze the content found to provide insights and verify information.
  • Source Validation: Validate the credibility of sources and ensure the accuracy of the information.
  • Use Case: When you need to research a complex topic or verify a fact, this skill can streamline the process and provide a reliable source of information.

Quick Start

Run the search-and-research skill to find information on a specific topic, such as "latest advancements in quantum computing".

Frequently Asked Questions about search-and-research

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I conduct deep research and web scraping using Python APIs?▼

To conduct deep research and web scraping, this Skill uses Tavily APIs, BeautifulSoup4, and DuckDuckGo Search to query multiple sources, analyze content, and validate source credibility. It generates combined multi-query results for comprehensive topic analysis.

What is the best way to verify information accuracy from web search results?▼

The best way to verify information accuracy is through multi-query research and content analysis. This Skill cross-references multiple sources via web scraping and API queries, then validates source credibility to ensure the reliability of retrieved data.

Does this web search and research Skill require Python 3.10+ and network access?▼

Yes, this web search and research Skill requires Python 3.10+ and access to network resources. It supports integration with Claude Code, agent-codemode, and Pydantic AI to execute API-based queries and web scraping operations.

Can I use BeautifulSoup4 and Tavily for multi-query research tasks?▼

Yes, you can use BeautifulSoup4 and Tavily for multi-query research. This Skill leverages Tavily for API-driven search, BeautifulSoup4 for web scraping, and ddgs for additional queries, combining results to provide thorough content analysis and source validation.

What are the limitations of using web scraping for data analysis and source validation?▼

Limitations of using web scraping for data analysis include dependency on network accessibility and target site structures. While this Skill uses BeautifulSoup4 and APIs to retrieve and validate data, dynamic JavaScript-heavy sites may challenge static scraping methods.

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