web-search-plus

Route search queries across multiple providers based on intent analysis.

26|4|Updated Jan 20, 2026

Search Tags:#web search #search #multi-provider #exa #serper #tavily #auto-routing

Ready to run

npx skills add https://github.com/robbyczgw-cla/web-search-plus --skill web-search-plus-robbyczgw-cla

💬 Prompt for ChatGPT / Claude Chat▼

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.