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web-search

Formulate effective web search queries, analyze search results, and synthesize findings. Optimize search strategies for different types of information needs.

188stars48forksUpdated 6/4/2026
Data Science & MLWeb Development#search-strategy#search#research#source-evaluation#web-search#web#query-optimization#information-retrieval

Security Assessment

Safe(100/100)
Security Score100/100

About web-search

The web-search skill is designed to enhance the way users interact with online information by providing structured guidance on formulating effective search queries, analyzing results, and synthesizing insights. It addresses the common challenge of inefficient web searches, where users struggle to find relevant, accurate, and reliable information quickly. By offering optimized search strategies and query techniques, this skill helps users save time and improve the quality of the information they gather, without directly executing searches itself.

Key capabilities of the web-search skill include query formulation, search strategy design, result analysis, source evaluation, and information synthesis. Users can receive recommendations for optimized search queries, alternative formulations, and specialized search engines tailored to their specific needs. It supports the use of advanced search operators and techniques, helping users target specific sources, file types, or date ranges. Additionally, it can evaluate shared search results for credibility, extract essential information, and identify gaps that require follow-up research.

This skill is particularly useful for researchers, students, analysts, and professionals who require accurate and comprehensive information from online sources. It is suitable for tasks ranging from academic research and news monitoring to market analysis and technical investigation. By guiding users through a structured search process and helping synthesize findings, the skill empowers users to make informed decisions, prepare reports, and conduct in-depth research efficiently, across English and Chinese language contexts.

FAQ

How do I use the web-search skill to improve my search queries?

Start by describing your information need, including the topic, purpose, constraints, and what you have already tried. The skill will provide optimized search queries, alternative formulations, recommended search engines, and suggested search operators.

Which AI models are compatible with this skill?

The skill is recommended for use with claude-sonnet-4 and claude-opus-4. It is also compatible with claude-3-5-sonnet, gpt-4, and gpt-4o models.

Can this skill perform actual web searches?

No, the skill cannot execute real-time web searches. It provides guidance on query formulation and search strategies, but actual search execution requires external tools.

Which languages does the web-search skill support?

It supports English and Chinese for query guidance and information synthesis.

Are there any limitations on the types of content it can handle?

Yes, it cannot access paywalled content, guarantee source accuracy, or provide real-time search results. It relies on the user to supply results for evaluation.

Install web-search

Download and extract the skill files to your .claude/skills/ directory.

Quick Setup:

  1. Copy the skill folder to .claude/skills/
  2. Claude will automatically detect and use the skill

Repository

claude-office-skills/skills

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