How is web-search-patterns applied?

Claude autonomously applies these patterns when performing searches as described in the usage context.

What patterns are included?

Informational, Comparative, and Problem-Solving queries, plus advanced techniques like boolean operators, quotes for exact phrases, and domain/date filtering.

How does it improve results?

By making searches more precise and relevant, speeding up discovery, and enabling reliable cross-checking of facts.

web-search-patterns

npx machina-cli add skill d-oit/gemini-search-plugin/web-search-patterns --openclaw

Files (1)

SKILL.md

1.6 KB

Web Search Patterns

This document outlines best practices and patterns for using the Gemini Search plugin.

Search Query Optimization

Query Structure

Use specific keywords rather than broad terms
Include context words when needed
Avoid ambiguous phrases
Formulate questions as direct queries

Effective Search Patterns

Informational Queries

"What is [topic]?"
"[Topic] overview"
"How does [process] work?"

Comparative Queries

"[A] vs [B]"
"Difference between [A] and [B]"
"Compare [A] vs [B]"

Problem-Solving Queries

"[Problem] solution"
"How to fix [problem]"
"Troubleshooting [issue]"

Advanced Search Techniques

Boolean Operations

Use quotes for exact phrases: "exact phrase"
Use AND, OR, NOT operators
Use wildcards: [term]* or [term]?

Source Filtering

Domain-specific searches: [query] site:domain.com
Date filtering when available
Content type filtering

Best Practices

Before Searching

Clarify your search intent
Think of multiple ways to phrase the question
Consider related terms or synonyms

After Search

Verify source reliability
Cross-reference important facts
Note the search date for time-sensitive topics

Performance Considerations

Be specific to reduce irrelevant results
Use the cache when re-searching similar topics
Check /search-stats to understand usage patterns

Source

git clone https://github.com/d-oit/gemini-search-plugin/blob/main/skills/web-search-patterns/SKILL.mdView on GitHub

Overview

Provides practical patterns for crafting precise searches using Gemini Search. It covers query structure, informational/comparative/problem-solving patterns, advanced operators, and best practices before/after searching to boost relevance, reliability, and speed.

How This Skill Works

Claude applies structured query templates derived from informational, comparative, and problem-solving patterns. It uses boolean operators, quotes for exact phrases, domain and date filtering, and content-type controls, then verifies results and cross-checks key facts.

When to Use It

Beginning a topic to get a clear overview and context
Comparing two technologies, terms, or products
Troubleshooting a specific problem or error
Filtering results to a domain, date, or content type
Validating facts by cross-referencing multiple sources

Quick Start

Step 1: Clarify intent and draft multiple phrasings for the topic
Step 2: Build targeted queries using informational/comparative patterns, apply quotes and site: filters
Step 3: Review sources, cross-check facts, and note the search date

Best Practices

Clarify your search intent before you start
Brainstorm multiple phrasings and synonyms for the topic
Include context words and be specific in keywords
Verify source reliability after collecting results
Cross-reference important facts and note the search date

Example Use Cases

What is quantum entanglement? (informational pattern)
Quantum computing overview (informational)
Python vs Java performance difference (comparative)
How to fix 502 gateway error (problem-solving)
site:example.com climate change overview (domain-filtered)

Frequently Asked Questions

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