intelligent-routing

Analyze user requests and route them to specialist agents across technical domains.

42|3|Updated Feb 13, 2026

Search Tags:#workflow #multi-agent #orchestration #agent-selection #intelligent-routing #auto-routing

Ready to run

npx skills add https://github.com/pratikrath126/ai-image-detector --skill intelligent-routing-pratikrath126

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: intelligent-routing
Source: https://github.com/pratikrath126/ai-image-detector/tree/main/.agent/kit-skills/intelligent-routing
Command: npx skills add https://github.com/pratikrath126/ai-image-detector --skill intelligent-routing-pratikrath126

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automatically route user requests to the most appropriate specialist agents without requiring explicit user mentions, improving response speed and expertise.

Core Features & Use Cases

Automatic request analysis and domain detection
Agent selection matrix with auto-invocation and override
Orchestrator support for complex multi-domain tasks
Seamless integration with existing workflows (e.g., /orchestrate, Socratic Gate)

Quick Start

Route a multi-domain task like 'Create a secure login with frontend UI' to the appropriate agents.

Frequently Asked Questions about intelligent-routing

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

FAQPage Schema

How do I automatically route tasks to specialist agents without manual selection?▼

To automatically route tasks to specialist agents, this Skill analyzes each user request and selects the best agents based on domain detection. It auto-invokes the appropriate agents across security, frontend, backend, testing, and DevOps without requiring explicit user mentions.

Can I use auto-routing for complex multi-domain tasks like building a secure login UI?▼

Yes, auto-routing supports complex multi-domain tasks through an orchestrator-based handling mechanism. For a request like creating a secure login with frontend UI, the system identifies the multiple domains involved and automatically routes the work to the relevant specialist agents.

What is the best way to override automatic agent selection in a multi-agent workflow?▼

The best way to override automatic agent selection is using the built-in optional override feature within the agent selection matrix. While the system auto-invokes specialists by default, you can manually override the routing to force specific agent handling.

Does intelligent routing work with existing workflow orchestration commands?▼

Intelligent routing works seamlessly with existing workflow orchestration commands. It integrates directly with established processes like /orchestrate and Socratic Gate to provide automatic domain detection and agent selection within your current multi-agent environment.

When should I not use automatic agent selection for workflow orchestration?▼

You should not use automatic agent selection if your workflow requires strict manual control over agent invocation or lacks defined specialist agents across domains. The system relies on domain detection, so highly ambiguous tasks without clear security, frontend, backend, testing, or DevOps boundaries may route incorrectly.