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tinyfish-search

Retrieve ranked, structured web search results for LLM input.

20|25|Updated May 30, 2026
Search Tags:#api#web search#structured results#search tool#language learning machines
One-click install
npx skills add https://github.com/OpenCoven/coven-cave --skill tinyfish-search
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: tinyfish-search
Source: https://github.com/OpenCoven/coven-cave/tree/main/marketplace/plugins/tinyfish-search/skills/tinyfish-search
Command: npx skills add https://github.com/OpenCoven/coven-cave --skill tinyfish-search

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill solves the problem of time-consuming web searches and extracting relevant information. It fetches ranked, structured web results ready for use by Language Learning Machines (LLMs), significantly streamlining research processes.

Core Features & Use Cases

  • Quick Web Search: Performs targeted web searches to find relevant information quickly.
  • Structured Results: Returns structured data from web results, ideal for LLM consumption.
  • Custom Parameters: Allows users to target specific countries and languages for more precise results.
  • Optional Scripts: Users can utilize a provided script for quick queries, offering flexibility.
  • Use Case: Imagine needing a concise and accurate collection of resources for an upcoming report. With the tinyfish-search Skill, you can get a structured set of URLs and data points that you can directly use or pass to an LLM for further analysis.

Quick Start

To run a basic search on a specific topic, use the following command: !search 'machine learning tutorials'.

Frequently Asked Questions about tinyfish-search

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I get structured web search results for LLM input?▼

You can retrieve structured web search results for LLM input by executing a targeted query via a search API or local shell script, which returns ranked data points ready for immediate language learning machine consumption.

Can I target specific countries and languages in my web search API queries?▼

Yes, you can target specific countries and languages in your web search API queries by applying custom parameters, which ensures the structured results are precise for your defined locale and topic.

How do I run a quick local web search script for focused research?▼

To run a quick local web search script for focused research, execute the provided shell command like `!search 'topic'`, which retrieves structured URLs and data points without requiring direct API integration.

Does the tinyfish-search skill require any external dependencies to operate?▼

No, the tinyfish-search skill does not require external dependencies to operate, allowing you to execute automated and script-based web queries directly via the API or included local shell script.

What is the best way to pass ranked web data to a language learning machine?▼

The best way to pass ranked web data to a language learning machine is to use a tool that retrieves structured search results, returning URLs and data points formatted directly for LLM consumption.

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