Agent Skills: Search Research

Expert web research with advanced search techniques. Use for deep research, information gathering, or fact verification.

UncategorizedID: htlin222/dotfiles/search

Install this agent skill to your local

pnpm dlx add-skill https://github.com/htlin222/dotfiles/tree/HEAD/claude.symlink/skills/search

Skill Files

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claude.symlink/skills/search/SKILL.md

Skill Metadata

Name
search
Description
Expert web research with advanced search techniques. Use for deep research, information gathering, or fact verification.

Search Research

Find and synthesize information effectively.

When to use

  • Deep research tasks
  • Fact verification
  • Competitive analysis
  • Documentation lookup
  • Trend analysis

Search strategies

Query formulation

# Exact phrase
"error handling best practices"

# Exclude terms
python tutorial -beginner

# Site-specific
site:github.com react hooks

# File type
filetype:pdf security audit

# Date range (use WebSearch date filtering)
react 18 features 2024

Domain filtering

# WebSearch with domain filtering
WebSearch(
    query="kubernetes best practices",
    allowed_domains=["kubernetes.io", "cloud.google.com", "docs.aws.amazon.com"],
)

# Exclude unreliable sources
WebSearch(
    query="health benefits of X",
    blocked_domains=["pinterest.com", "quora.com"],
)

Research workflow

1. Scope definition

  • What specific question needs answering?
  • What type of sources are authoritative?
  • What time period is relevant?

2. Initial search

# Broad search first
queries = [
    "main topic overview",
    "main topic best practices",
    "main topic common problems",
]

3. Deep dive

# Follow up on promising results
for result in initial_results:
    if is_authoritative(result):
        content = WebFetch(url=result.url, prompt="Extract key findings")
        facts.append(content)

4. Verification

  • Cross-reference claims across sources
  • Check publication dates
  • Verify author credentials
  • Look for primary sources

Output format

## Research Summary: [Topic]

### Key Findings

1. **Finding 1** - [Source](url)
   - Supporting detail
   - Supporting detail

2. **Finding 2** - [Source](url)
   - Supporting detail

### Consensus

- Points that multiple sources agree on

### Contradictions

- Areas where sources disagree

### Gaps

- Questions that couldn't be answered

### Sources

- [Title](url) - Credibility: High/Medium/Low

Source evaluation

| Indicator | High Credibility | Low Credibility | | --------- | ------------------------------ | ----------------------- | | Domain | .gov, .edu, major publications | Unknown, user-generated | | Author | Named expert, organization | Anonymous, unclear | | Date | Recent, regularly updated | Outdated, no date | | Citations | Links to sources | No references | | Bias | Balanced, factual | Promotional, extreme |

Examples

Input: "Research best auth solutions for SaaS" Action: Search auth providers, compare features, check reviews, summarize

Input: "Verify this claim about performance" Action: Find benchmarks, check methodology, cross-reference results