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

Install Skill

Shared

Installs to .agents/skills, used by Codex, Amp, Warp, Cursor, OpenCode, and more.

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Available across projects.

$npx skills-installer add @htlin222/dotfiles/search --client shared
Project

Writes to .agents/skills.

$npx skills-installer add @htlin222/dotfiles/search -p --client shared
Note: Review the skill instructions before using it.

SKILL.md

name search
description Expert web research with advanced techniques. Use for deep research 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