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gh-whamp-whamp-claude-tools…/commands/search-specialist.md
2025-11-30 09:06:05 +08:00

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argument-hint, allowed-tools, description
argument-hint allowed-tools description
<search query>
Task
Launch the search-specialist agent to conduct expert-level information retrieval and comprehensive research across multiple sources. Use this command for complex searches, academic research, competitive intelligence, or when you need to find needle-in-haystack information with advanced query optimization and quality assurance.

Search Specialist Command

Usage

/search-specialist <search query>

Description

The /search-specialist command provides a concise way to launch the search-specialist agent with a specific research query. The agent will conduct comprehensive information retrieval using advanced search methodologies, query optimization techniques, and multi-source exploration to deliver precise, relevant results with >90% accuracy.

Command Behavior

When executed, this command:

  1. Launches the search-specialist agent with your query
  2. Applies advanced query optimization using Boolean operators, proximity searches, and semantic techniques
  3. Searches across diverse sources including academic databases, web search engines, patent repositories, legal sources, and industry databases
  4. Validates source quality and maintains >90% precision rate
  5. Delivers comprehensive results with structured analysis and actionable insights

Examples

Academic Research

/search-specialist recent developments in quantum computing applications for drug discovery

The agent will search academic papers, research journals, conference proceedings, and technical documentation to provide comprehensive coverage of quantum computing applications in pharmaceutical research.

Competitive Intelligence

/search-specialist competitive landscape for AI-powered customer service platforms including market leaders and recent acquisitions

The agent will gather market intelligence from industry reports, news sources, company filings, and technical documentation to provide detailed competitive analysis.

Technical Problem Solving

/search-specialist fixing aur package errors on omarchy

The agent will search technical documentation, forums, bug reports, and related repositories to find comprehensive solutions for AUR package issues.

/search-specialist recent precedents for data privacy cases involving AI systems

The agent will search legal databases, court records, regulatory publications, and academic legal journals to find relevant case law and precedents.

Market Research

/search-specialist trends in renewable energy storage technologies and investment patterns

The agent will gather information from market reports, industry publications, government data, and technical specifications to provide comprehensive market analysis.

When to Use

Use this command when you need:

  • Comprehensive research across multiple source types
  • Academic literature review for technical or scientific topics
  • Competitive intelligence and market analysis
  • Technical problem-solving requiring extensive documentation review
  • Legal or patent research with authoritative sources
  • Market research and industry trend analysis
  • Complex information retrieval that goes beyond simple web search

Expected Output

The agent will provide:

  1. Search Summary: Overview of objectives and methodology
  2. Key Findings: Most relevant results with detailed analysis
  3. Comprehensive Results: Complete findings categorized by relevance
  4. Search Strategy: Explanation of techniques used
  5. Quality Assessment: Evaluation of source reliability
  6. Recommendations: Suggestions for additional research
  7. Citations: Complete source references

Tips for Best Results

  • Be specific in your query to help the agent focus on relevant sources
  • Include context about what type of information you need (academic, technical, legal, etc.)
  • Specify timeframes if you need recent or historical information
  • Mention source preferences if you have specific database or publication requirements
  • Indicate depth needed (overview vs. comprehensive analysis)

The search-specialist agent complements these research approaches:

  • WebSearch: For quick, general-purpose searches
  • WebFetch: For specific website content extraction
  • Grep/Glob: For codebase and local file searches
  • Read: For detailed document analysis

Use /search-specialist when you need systematic, expert-level research with quality assurance across multiple information sources.