intelligent-routing

Route natural language requests to specialist AI agents automatically.

8|1|Updated Dec 28, 2025
One-click install
npx skills add https://github.com/officebeats/beats-pm-kit --skill intelligent-routing-officebeats
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: intelligent-routing
Source: https://github.com/officebeats/beats-pm-kit/tree/main/.agent/skills/intelligent-routing
Command: npx skills add https://github.com/officebeats/beats-pm-kit --skill intelligent-routing-officebeats

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill eliminates the need for users to manually specify which AI agent should handle their request, automatically routing tasks to the most appropriate specialist.

Core Features & Use Cases

  • Automatic Agent Selection: Analyzes user requests to identify keywords, domains, and complexity.
  • Intelligent Routing: Maps analyzed requests to the best-suited specialist agent(s) (e.g., security-auditor, frontend-specialist).
  • Use Case: When a user asks to "fix the login button style," the Skill automatically identifies this as a frontend task and invokes the frontend-specialist without the user needing to type @frontend-specialist.

Quick Start

Just describe your task, and the AI will automatically select the best specialist agent for the job.

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 the right AI agent?

To route tasks automatically, you can use a Skill that analyzes natural language requests to identify keywords, domains, and complexity. It then maps your request to the best-suited specialist agent without requiring manual commands.

What is commandless AI orchestration for specialist selection?

Commandless AI orchestration is the process of automatically selecting and invoking specialist AI agents based on natural language request analysis. It eliminates the need to manually specify which agent should handle a task by transparently applying the correct expertise.

Can I use natural language processing for frontend or backend specialist selection?

Yes, you can use natural language processing for specialist selection. The system analyzes your natural language requests to identify domains and automatically routes tasks to appropriate agents like frontend developers or backend specialists.

How do I invoke a security auditor without using specific commands?

You can invoke a security auditor by simply describing your task in natural language. The system identifies the request's domain and complexity, automatically routing it to the security auditor agent without requiring you to type specific commands.

Do I need to manually specify which AI agent should handle my request?

No, you do not need to manually specify which AI agent should handle your request. The system automates agent selection by analyzing your natural language input to determine the appropriate specialist, satisfying zero-command operation requirements.

What are the limitations of automatic agent routing for complex tasks?

Automatic agent routing relies on identifying keywords, domains, and complexity from your natural language request. If a task lacks clear domain-specific keywords or spans multiple complex domains simultaneously, the system may struggle to map it to the correct single specialist agent.