web-search-plus

Route search queries across multiple providers based on intent analysis.

26|4|Updated Jan 20, 2026
One-click install
npx skills add https://github.com/robbyczgw-cla/web-search-plus --skill web-search-plus-robbyczgw-cla
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: web-search-plus
Source: https://github.com/robbyczgw-cla/web-search-plus/tree/main
Command: npx skills add https://github.com/robbyczgw-cla/web-search-plus --skill web-search-plus-robbyczgw-cla

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill eliminates the need to manually choose a search engine by intelligently routing your queries to the most appropriate provider based on intent and context.

Core Features & Use Cases

  • Multi-Provider Search: Accesses Serper (Google), Tavily (Research), Querit (Multilingual AI), Exa (Neural), Perplexity (AI Answers), You.com (RAG/Real-time), and SearXNG (Privacy/Self-hosted).
  • Intelligent Auto-Routing: Analyzes query intent (shopping, research, discovery, privacy) to select the best provider.
  • Use Case: Ask "how much does an iPhone 16 cost" and get Serper results; ask "how does quantum entanglement work" and get Tavily results; ask "search privately" and get SearXNG results.

Quick Start

Use the web-search-plus skill to find information about the latest AI advancements.

Frequently Asked Questions about web-search-plus

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

FAQPage Schema
How does intelligent auto-routing work for web search across multiple providers?

Intelligent auto-routing analyzes query intent—such as shopping, research, or privacy—to automatically select the optimal search provider from a unified pool, eliminating manual engine selection for your web search.

How do I use Exa or Tavily for semantic and RAG-optimized search results?

You can obtain semantic and RAG-optimized search results by submitting queries to the unified interface, which routes research-focused requests to Tavily and neural discovery queries to Exa automatically.

Can I get direct AI answers with citations instead of standard search links?

Yes, you can receive direct AI answers with citations by routing your queries to Perplexity through the unified search interface, which targets the provider specifically for AI-generated responses.

What is the best way to perform a privacy-focused meta-search using SearXNG?

To perform a privacy-focused meta-search, simply indicate a privacy intent in your query; the auto-routing engine detects this context and directs the search to SearXNG for self-hosted, private results.

Does multi-provider web search support real-time RAG applications with You.com?

Yes, the multi-provider web search supports real-time RAG applications by routing queries requiring real-time data retrieval to You.com, providing optimized results for retrieval-augmented generation workflows.

When should I not rely on auto-routing for my search queries?

You should not rely on auto-routing if you require a specific provider's proprietary index or exact output format, as the system prioritizes intent-based provider selection over manual engine targeting.