intelligent-routing

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

6|Updated Feb 6, 2026

Search Tags:#prompt engineering #task automation #agent routing #ai orchestration #specialist selection #intelligent assistant

Ready to run

npx skills add https://github.com/paulojalowyj/openkit --skill intelligent-routing-paulojalowyj

💬 Prompt for ChatGPT / Claude Chat▼

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.