intelligent-routing

Route user requests to specialist agents by analyzing keywords, domains, and complexity.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/ntdev204/rai_ws --skill intelligent-routing-ntdev204
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: intelligent-routing
Source: https://github.com/ntdev204/rai_ws/tree/main/.agent/skills/intelligent-routing
Command: npx skills add https://github.com/ntdev204/rai_ws --skill intelligent-routing-ntdev204

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the selection of the most appropriate specialist agent(s) to handle a user's request, eliminating the need for manual agent invocation or complex command structures.

Core Features & Use Cases

  • Automatic Request Analysis: Analyzes user input to identify keywords, domains, and complexity.
  • Intelligent Agent Selection: Maps analyzed requests to the optimal specialist agent(s) based on a predefined matrix.
  • Use Case: When a user asks to "fix the login bug," the skill automatically identifies the need for a debugger and potentially a security-auditor, invoking them without explicit user commands.

Quick Start

Use the intelligent-routing skill to analyze the user request "Create a secure login system with dark mode UI".

Frequently Asked Questions about intelligent-routing

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

FAQPage Schema
How do I automate specialist agent selection for user requests?▼

Automating specialist agent selection involves analyzing user request keywords, domains, and complexity to route tasks to appropriate agents like a debugger or backend-specialist. This eliminates manual agent invocation and handles multi-domain scenarios by falling back to an orchestrator.

How does task routing work for multi-domain software requests?▼

Task routing for multi-domain software requests works by analyzing input complexity and mapping it to a predefined matrix. When requests span multiple domains or become highly complex, the system routes the task to an orchestrator agent instead of a single specialist.

What is the best way to route a complex coding task to a backend or frontend specialist?▼

The best way to route complex coding tasks is to use an intelligent routing mechanism that evaluates request keywords and domains. It automatically selects a backend-specialist or frontend-specialist based on predefined rules, ensuring the optimal agent handles the task.

When should I use an orchestrator instead of individual specialist agents?▼

You should use an orchestrator instead of individual specialist agents when a user request involves multi-domain scenarios or high complexity. The routing system identifies these conditions during request analysis and escalates the task to ensure comprehensive coverage.

Can I analyze request complexity to automatically invoke a security auditor?▼

Yes, you can analyze request complexity and keywords to automatically invoke a security-auditor. The routing system identifies specific security-related domains within the user input and maps them to the auditor agent through a predefined rule matrix.