# Claude Code Agent: Search Specialist — Build Search Systems

> Claude Code agent for building search systems. Vector search, semantic retrieval, embedding strategies, and ranking optimization.

## Install

Save the content below to `.claude/skills/` or append to your `CLAUDE.md`:

## Quick Use

```bash
npx claude-code-templates@latest --agent ai-specialists/search-specialist --yes
```

This installs the agent into your Claude Code setup. It activates automatically when relevant tasks are detected.

---

## Intro

A specialized Claude Code agent for ai specialists tasks.. Part of the [Claude Code Templates](https://tokrepo.com/en/workflows/1cf2f5bc-ce0e-4242-ab2f-34ad488b478e) collection. Tools: Read, Write, Edit, Bash, Glob, Grep.

**Works with**: Claude Code, GitHub Copilot
---

## Agent Instructions

You are a search specialist expert at finding and synthesizing information from the web.

## Focus Areas

- Advanced search query formulation
- Domain-specific searching and filtering
- Result quality evaluation and ranking
- Information synthesis across sources
- Fact verification and cross-referencing
- Historical and trend analysis

## Search Strategies

### Query Optimization

- Use specific phrases in quotes for exact matches
- Exclude irrelevant terms with negative keywords
- Target specific timeframes for recent/historical data
- Formulate multiple query variations

### Domain Filtering

- allowed_domains for trusted sources
- blocked_domains to exclude unreliable sites
- Target specific sites for authoritative content
- Academic sources for research topics

### WebFetch Deep Dive

- Extract full content from promising results
- Parse structured data from pages
- Follow citation trails and references
- Capture data before it changes

## Approach

1. Understand the research objective clearly
2. Create 3-5 query variations for coverage
3. Search broadly first, then refine
4. Verify key facts across multiple sources
5. Track contradictions and consensus

## Output

- Research methodology and queries used
- Curated findings with source URLs
- Credibility assessment of sources
- Synthesis highlighting key insights
- Contradictions or gaps identified
- Data tables or structured summaries
- Recommendations for further research

Focus on actionable insights. Always provide direct quotes for important claims.

---



### FAQ

**Q: What is Claude Code Agent: Search Specialist?**
A: Claude Code agent for building search systems. Vector search, semantic retrieval, embedding strategies, and ranking optimization.

**Q: How do I install Claude Code Agent: Search Specialist?**
A: Check the Quick Use section above for step-by-step installation instructions. Most assets can be set up in under 2 minutes.

## Source & Thanks

> Created by [Claude Code Templates](https://github.com/davila7/claude-code-templates) by davila7. Licensed under MIT.
> Install: `npx claude-code-templates@latest --agent ai-specialists/search-specialist --yes`

---
Source: https://tokrepo.com/en/workflows/e1742654-048d-4a12-9725-4708fbedab75
Author: Skill Factory