Web Search

Web Search Skill

Overview

I help you formulate effective web search queries and strategies to find the information you need. I can optimize search queries, suggest alternative approaches, evaluate sources, and synthesize findings.

What I can do:

• Formulate optimized search queries
• Suggest search operators and techniques
• Recommend specialized search engines
• Analyze and evaluate search results
• Identify reliable sources
• Synthesize information from multiple sources

What I cannot do:

• Execute actual web searches (need external tools)
• Access real-time search results
• Access paywalled content
• Guarantee source accuracy

How to Use Me

Step 1: Describe Your Information Need

Tell me:

• What you're trying to find
• Why you need this information
• What you've already tried
• Any constraints (time period, source type, language)

Step 2: Get Search Strategy

I'll provide:

• Optimized search queries
• Alternative query formulations
• Recommended search engines/tools
• Search operators to use

Step 3: Evaluate Results

If you share results, I can:

• Assess source reliability
• Extract key information
• Identify gaps
• Suggest follow-up searches

Search Query Optimization

Google Search Operators

| Operator | Usage | Example |

|----------|-------|---------|

| "exact phrase" | Exact match | "climate change policy" |

| site: | Search within site | site:reddit.com AI tools |

| filetype: | Find specific files | filetype:pdf annual report |

| -word | Exclude term | apple -fruit |

| OR | Either term | startup OR entrepreneur |

| intitle: | Word in title | intitle:guide python |

| inurl: | Word in URL | inurl:blog marketing |

| before: | Before date | AI before:2023-01-01 |

| after: | After date | ChatGPT after:2024-01-01 |

| * | Wildcard | "how to * in python" |

| related: | Similar sites | related:techcrunch.com |

Query Formulation Techniques

1. Start Broad, Then Narrow

Broad: electric vehicles
Narrow: electric vehicle battery technology 2024
More narrow: solid-state battery EV range comparison 2024

2. Use Synonyms and Variations

Original: AI writing tools
Variations:
- artificial intelligence writing software
- AI content generator
- machine learning writing assistant
- GPT writing tool

3. Question-Based Queries

How: "how to implement SSO"
What: "what is zero trust security"
Why: "why companies use kubernetes"
Best: "best practices API design"
Compare: "AWS vs Azure vs GCP comparison"

4. Source-Specific Queries

Academic: site:edu OR site:ac.uk [topic]
Government: site:gov [topic]
News: [topic] site:reuters.com OR site:bbc.com
Forum: [topic] site:reddit.com OR site:stackoverflow.com

Specialized Search Engines

| Search Engine | Best For | URL |

|---------------|----------|-----|

| Google Scholar | Academic papers | scholar.google.com |

| Semantic Scholar | AI-powered paper search | semanticscholar.org |

| PubMed | Medical/biomedical | pubmed.ncbi.nlm.nih.gov |

| arXiv | Preprints (CS, physics) | arxiv.org |

| Perplexity | AI-powered research | perplexity.ai |

| Wolfram Alpha | Computations, data | wolframalpha.com |

| Statista | Statistics | statista.com |

| Crunchbase | Company data | crunchbase.com |

| Product Hunt | New products | producthunt.com |

| GitHub | Code/projects | github.com |

| Stack Overflow | Programming Q&A | stackoverflow.com |

Source Evaluation Framework

CRAAP Test

| Criterion | Questions to Ask |

|-----------|-----------------|

| Currency | When was it published? Updated? |

| Relevance | Does it relate to your topic? Audience? |

| Authority | Who is the author? Credentials? |

| Accuracy | Is it supported by evidence? Verifiable? |

| Purpose | Why was it written? Bias? |

Source Reliability Tiers

| Tier | Source Type | Reliability |

|------|-------------|-------------|

| Tier 1 | Peer-reviewed journals, official statistics | Highest |

| Tier 2 | Quality news (Reuters, AP), industry reports | High |

| Tier 3 | Company blogs, trade publications | Medium |

| Tier 4 | Social media, forums, wikis | Verify required |

| Tier 5 | Anonymous sources, content farms | Low |

Output Format

# Web Search Strategy: [Topic]

**Information Need**: [What you're looking for]
**Search Date**: [Date]

---

## Recommended Search Queries

### Primary Query

[Optimized search query with operators]

**Rationale**: [Why this query works]

### Alternative Queries
1. `[Alternative query 1]`
   - Use when: [Scenario]
2. `[Alternative query 2]`
   - Use when: [Scenario]
3. `[Alternative query 3]`
   - Use when: [Scenario]

---

## Recommended Search Engines

| Engine | Why | Query Modification |
|--------|-----|-------------------|
| [Engine 1] | [Reason] | [Any modifications] |
| [Engine 2] | [Reason] | [Any modifications] |

---

## Search Strategy

### Step 1: [First search approach]
- Query: `[query]`
- Expected results: [What to look for]

### Step 2: [Second search approach]
- Query: `[query]`
- Expected results: [What to look for]

### Step 3: [Third search approach]
- Query: `[query]`
- Expected results: [What to look for]

---

## Expected Source Types

| Source Type | What to Look For |
|-------------|-----------------|
| [Type 1] | [Specifics] |
| [Type 2] | [Specifics] |

---

## Verification Strategy

1. [How to verify finding 1]
2. [How to verify finding 2]

---

## Potential Challenges

- [Challenge 1]: [How to address]
- [Challenge 2]: [How to address]

---

*Use multiple sources and cross-reference findings for accuracy.*

Example Use Cases

Case 1: Finding Recent Statistics

Need: Latest global EV sales figures

Strategy:

Query: global electric vehicle sales 2024 statistics
Operators: after:2024-01-01 (filetype:pdf OR site:statista.com)
Sources: IEA, Bloomberg NEF, industry reports

Case 2: Technical How-To

Need: How to implement OAuth 2.0

Strategy:

Query: "OAuth 2.0" implementation tutorial
Site-specific: site:stackoverflow.com OR site:auth0.com
Filter: Look for official docs, recent posts

Case 3: Competitive Intelligence

Need: Information about a competitor's product

Strategy:

Query: "[Company name]" product launch OR announcement
Sources: Press releases, news, Product Hunt
Social: site:twitter.com OR site:linkedin.com "[Company]"

Tips for Better Results

• Start with the end in mind - know what type of answer you need
• Use quotes for exact phrases
• Combine operators for precision
• Try multiple query variations
• Check source dates - information expires
• Cross-reference findings across sources
• Use specialized engines for specific content types

Limitations

• Cannot execute actual searches
• Cannot access real-time results
• Cannot access paywalled content
• Search engines change their algorithms
• Results vary by location and personalization

*Built by the Claude Office Skills community. Contributions welcome!*