intelligent-routing

Analyze user requests and route them to appropriate specialist agents.

3|2|Updated Feb 27, 2026
One-click install
npx skills add https://github.com/grasberg/sofia --skill intelligent-routing-grasberg
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: intelligent-routing
Source: https://github.com/grasberg/sofia/tree/main/cmd/sofia/internal/onboard/antigravity-kit/.agent/skills/intelligent-routing
Command: npx skills add https://github.com/grasberg/sofia --skill intelligent-routing-grasberg

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automatically analyze user requests and route them to the most appropriate specialist agent(s) without requiring explicit user mentions.

Core Features & Use Cases

  • Automatic agent selection based on request analysis
  • Transparent routing decisions and agent invocation
  • Override capability to respect explicit agent mentions while preserving auto-routing

Quick Start

Tell the AI to automatically route a given user request to the most suitable specialist agents.

Frequently Asked Questions about intelligent-routing

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

FAQPage Schema
How does multi-agent orchestration work for automatic task routing?

Multi-agent orchestration analyzes user requests and silently routes them to the most appropriate specialist agents. It selects single or multiple agents based on task complexity across domains like security, frontend, backend, and testing.

How do I automatically route a request to a specialist agent without explicit mentions?

You route a request by instructing the AI to auto-route the task. The system analyzes the request and transparently invokes the best specialist agent, while allowing explicit mentions to override the automatic selection.

Can I override automatic agent selection when I need a specific specialist?

Yes, automatic agent selection supports override capabilities. Explicit user mentions of a specific agent are respected by the routing system, preserving manual control while maintaining auto-routing for unmentioned tasks.

Does multi-agent routing support selecting multiple agents for complex tasks?

Yes, multi-agent routing selects multiple agents for complex tasks. It analyzes the request complexity and applies the necessary combination of specialist agents to handle multi-domain requirements like security and testing.

What are the limitations of automatic agent routing in existing workflows?

Automatic agent routing integrates with existing workflows but relies on silent request analysis. If explicit agent mentions are not provided, the system may override user intent, though transparent routing decisions are maintained throughout.