smart-search

Route user queries to optimal opencli search sources for information retrieval.

9|Updated Jun 10, 2026
One-click install
npx skills add https://github.com/Katsumitec/Human_First --skill smart-search-katsumitec
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: smart-search
Source: https://github.com/Katsumitec/Human_First/tree/main/projects/ll-ai-first/skills-scripts/common-skills/smart-search
Command: npx skills add https://github.com/Katsumitec/Human_First --skill smart-search-katsumitec

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires opencli, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the challenge of navigating complex search requirements by automatically routing queries to the most suitable opencli search sources, reducing manual effort and time spent on searching.

Core Features & Use Cases

  • Intelligent Search Routing: Automates the routing of queries to the most appropriate opencli search sources based on context and topic.
  • Core Functionality: Efficiently finds and extracts information from the internet by prioritizing language and context.
  • Use Case: When seeking specific information or data on a given topic, the Skill can swiftly direct to the relevant opencli source to provide the most relevant and authoritative results.

Quick Start

To use the smart-search Skill, simply provide your query. For instance, type "Who is the CEO of Tesla?" to automatically route your search to the most appropriate opencli source.

Frequently Asked Questions about smart-search

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

FAQPage Schema
How does AI-driven contextual search routing work for internet information retrieval?

AI-driven contextual search routing analyzes your query's context and topic to automatically direct it to the most suitable opencli search sources, ensuring efficient internet information retrieval and fact-checking results.

How do I find specific real-time data on a given topic using opencli?

To find specific real-time data, you simply provide your query to the Skill, which then automatically routes your search to the most appropriate opencli source to extract authoritative and relevant information.

Can I use smart-search for language analysis and general internet searches?

Yes, you can use smart-search for general information search, language analysis, and real-time data lookup across the internet by prioritizing language and context to find relevant sources.

Do I need opencli installed to use contextual search optimization?

Yes, opencli is a required dependency, serving as the foundational environment that the Skill uses to route queries and extract information from various internet search sources.

What is the best way to automate fact-checking and internet search routing?

The best way to automate fact-checking is to input your query directly, allowing the AI-driven routing mechanism to evaluate the context and swiftly direct your search to the optimal opencli sources.

Why does my search routing return irrelevant internet information sources?

Search routing may return irrelevant results if the query lacks sufficient context for the AI to accurately prioritize language and topic, which is necessary to route to the most authoritative opencli sources.