Search Skill

Search the web and get relevant results optimized for LLM consumption.

Prerequisites

Tavily API Key Required - Get your key at https://tavily.com

Add to ~/.claude/settings.json:

json

{
  "env": {
    "TAVILY_API_KEY": "tvly-your-api-key-here"
  }
}

Quick Start

Using the Script

bash

./scripts/search.sh '<json>'

Examples:

bash

# Basic search
./scripts/search.sh '{"query": "python async patterns"}'

# With options
./scripts/search.sh '{"query": "React hooks tutorial", "max_results": 10}'

# Advanced search with filters
./scripts/search.sh '{"query": "AI news", "topic": "news", "time_range": "week", "max_results": 10}'

# Domain-filtered search
./scripts/search.sh '{"query": "machine learning", "include_domains": ["arxiv.org", "github.com"], "search_depth": "advanced"}'

Basic Search

bash

curl --request POST \
  --url https://api.tavily.com/search \
  --header "Authorization: Bearer $TAVILY_API_KEY" \
  --header 'Content-Type: application/json' \
  --data '{
    "query": "latest developments in quantum computing",
    "max_results": 5
  }'

Advanced Search

bash

curl --request POST \
  --url https://api.tavily.com/search \
  --header "Authorization: Bearer $TAVILY_API_KEY" \
  --header 'Content-Type: application/json' \
  --data '{
    "query": "machine learning best practices",
    "max_results": 10,
    "search_depth": "advanced",
    "include_domains": ["arxiv.org", "github.com"],
    "chunks_per_source": 3
  }'

API Reference

Endpoint

code

POST https://api.tavily.com/search

Headers

Header	Value
`Authorization`	`Bearer <TAVILY_API_KEY>`
`Content-Type`	`application/json`

Request Body

Field	Type	Default	Description
`query`	string	Required	Search query (keep under 400 chars)
`max_results`	integer	5	Maximum results (0-20)
`search_depth`	string	`"basic"`	`ultra-fast`, `fast`, `basic`, `advanced`
`topic`	string	`"general"`	`general`, `news`, `finance`
`chunks_per_source`	integer	3	Chunks per source (advanced/fast only)
`time_range`	string	null	`day`, `week`, `month`, `year`
`include_domains`	array	[]	Domains to include (max 300)
`exclude_domains`	array	[]	Domains to exclude (max 150)
`include_answer`	boolean	false	Include AI-generated answer
`include_raw_content`	boolean	false	Include full page content
`include_images`	boolean	false	Include image results

Response Format

json

{
  "query": "latest developments in quantum computing",
  "results": [
    {
      "title": "Page Title",
      "url": "https://example.com/page",
      "content": "Extracted text snippet...",
      "score": 0.85
    }
  ],
  "response_time": 1.2
}

Search Depth

Depth	Latency	Relevance	Content Type
`ultra-fast`	Lowest	Lower	NLP summary
`fast`	Low	Good	Chunks
`basic`	Medium	High	NLP summary
`advanced`	Higher	Highest	Chunks

When to use each:

•ultra-fast: Real-time chat, autocomplete
•fast: Need chunks but latency matters
•basic: General-purpose, balanced
•advanced: Precision matters (default recommendation)

Examples

News Search

bash

curl --request POST \
  --url https://api.tavily.com/search \
  --header "Authorization: Bearer $TAVILY_API_KEY" \
  --header 'Content-Type: application/json' \
  --data '{
    "query": "AI news today",
    "topic": "news",
    "time_range": "day",
    "max_results": 10
  }'

Domain-Filtered Search

bash

curl --request POST \
  --url https://api.tavily.com/search \
  --header "Authorization: Bearer $TAVILY_API_KEY" \
  --header 'Content-Type: application/json' \
  --data '{
    "query": "Python async best practices",
    "include_domains": ["docs.python.org", "realpython.com", "github.com"],
    "search_depth": "advanced"
  }'

Search with Full Content

bash

curl --request POST \
  --url https://api.tavily.com/search \
  --header "Authorization: Bearer $TAVILY_API_KEY" \
  --header 'Content-Type: application/json' \
  --data '{
    "query": "React hooks tutorial",
    "max_results": 3,
    "include_raw_content": true
  }'

Finance Search

bash

curl --request POST \
  --url https://api.tavily.com/search \
  --header "Authorization: Bearer $TAVILY_API_KEY" \
  --header 'Content-Type: application/json' \
  --data '{
    "query": "AAPL earnings Q4 2024",
    "topic": "finance",
    "max_results": 10
  }'

Tips

•Keep queries under 400 characters - Think search query, not prompt
•Break complex queries into sub-queries - Better results than one massive query
•Use include_domains to focus on trusted sources
•Use time_range for recent information
•Filter by score (0-1) to get highest relevance results