intelligent-routing

Analyze user requests for keywords, domains, and complexity to route tasks to specialist agents.

6|Updated Feb 6, 2026
One-click install
npx skills add https://github.com/paulojalowyj/openkit --skill intelligent-routing-paulojalowyj
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: intelligent-routing
Source: https://github.com/paulojalowyj/openkit/tree/main/.opencode/skills/intelligent-routing
Command: npx skills add https://github.com/paulojalowyj/openkit --skill intelligent-routing-paulojalowyj

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates the process of selecting the correct AI specialist agent for a given task, eliminating the need for users to manually specify which agent to use.

Core Features & Use Cases

  • Automatic Agent Selection: Analyzes user requests to identify keywords, domains, and complexity.
  • Intelligent Routing: Routes requests to the most appropriate specialist agent(s) or the orchestrator for complex tasks.
  • Use Case: When a user asks to "fix the login bug," the skill automatically identifies this as a debugging task and invokes the debugger agent without the user needing to type @debugger.

Quick Start

Ask a question or state a task, and the AI will automatically select the best specialist agent to help.

Frequently Asked Questions about intelligent-routing

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

FAQPage Schema
How does intelligent agent routing work for task automation?

Intelligent agent routing analyzes user requests for keywords, domains, and complexity to automatically select the correct specialist agent, eliminating the need for manual commands. It routes tasks to specialists like a debugger, falling back to a central orchestrator for complex, multi-domain requests.

How do I automatically route a request to a specialist agent without using commands?

You can automatically route a request by simply asking a question or stating a task in plain language. The system evaluates the input's keywords and complexity to invoke the appropriate specialist agent, providing a zero-command user experience for task automation.

Can I use automatic agent selection for multi-domain software engineering tasks?

Yes, automatic agent selection supports multi-domain software engineering tasks. When a request is complex and spans multiple domains, the system falls back to an orchestrator agent that manages the overarching task instead of selecting a single specialist.

What is the best way to manage AI orchestration and specialist selection for a development project?

The best way to manage AI orchestration is to use an intelligent assistant that mimics an AI Project Manager. It dynamically analyzes requests and delegates to specialist agents like a security-auditor or frontend-specialist, ensuring the correct domain expert handles the task without manual intervention.

What happens when intelligent routing cannot identify a specific domain for my request?

When intelligent routing cannot identify a specific domain or determines the request is too complex for a single specialist, it falls back to the orchestrator agent. This ensures complex, multi-domain tasks are still processed correctly within your AI orchestration workflow.