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tavily-search

Skill0 starsChanged 7 months agoMITView on GitHub

Advanced web search via Tavily through AIsa API. Supports search depth, topic filtering (general/news/finance), time ranges, domain inclusion/exclusion, and LLM-generated answers. Use when: the user needs web search, research, source discovery, or content extraction.

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20 other projects use a version of this.

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Projects with it also use tavily-research, self-improving-agent and 4 more.

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The file

We split this skill into the rules it gives an agent

2 rules. 0 are common, 1 is distinctive, and 1 is very specific to this project.

  • 0

    Common

    Most of the 15 edited versions we read keep these.

  • 1

    Distinctive

    This author's own choices. Worth a look.

  • 1

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Very specific:

    Run the search client with the tavily subcommand:

    line 26
  2. Distinctive:

    Use this skill when the user needs advanced search with specific filtering requirements: news-only results, finance-focused results, …

    line 67

“Common” is measured: kept by at least 6 in 10 of the 15 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

AIsa Tavily Search

Advanced web search powered by Tavily through the AIsa API. Offers fine-grained control over search depth, topic categories, time ranges, domain filtering, and optional LLM-generated answer summaries.

Setup

This skill requires the AISA_API_KEY environment variable. When installed as a Claude plugin, the key is configured via the environment variables.

Usage

Run the search client with the tavily subcommand:

python3 scripts/search_client.py tavily --query "<search query>" [options]

Arguments

ArgumentRequiredDefaultDescription
--query / -qYes—Search query
--count / -cNo5Maximum results (1–20)
--depthNobasicSearch depth: basic, advanced, fast, ultra-fast
--topicNo—Topic filter: general, news, finance
--time-rangeNo—Time range filter
--include-answerNofalseInclude an LLM-generated answer summary

Examples

# Basic search
python3 scripts/search_client.py tavily --query "OpenAI latest announcements" --count 10

# Advanced news search with answer
python3 scripts/search_client.py tavily --query "AI regulation 2026" --depth advanced --topic news --include-answer

# Finance-focused search
python3 scripts/search_client.py tavily --query "NVIDIA earnings Q1 2026" --topic finance --include-answer

Output

The script prints structured results including:

  • Title — Page title
  • URL — Direct link
  • Date — Publication date (when available)
  • Content — Relevant excerpt
  • Answer — LLM-generated summary (when --include-answer is used)

When to Use

Use this skill when the user needs advanced search with specific filtering requirements: news-only results, finance-focused results, time-bounded searches, or when they want an AI-generated answer alongside raw results. This is the most feature-rich search tool in the plugin.

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