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alexgutscher26
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intelligent-routing

Route user requests to specialist agents by analyzing intent, keywords, and complexity.

4|Updated Feb 8, 2026
Search Tags:#task automation#agent routing#ai orchestration#request analysis#intelligent routing#specialist selection
One-click install
npx skills add https://github.com/alexgutscher26/ClawTrace --skill intelligent-routing-alexgutscher26
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: intelligent-routing
Source: https://github.com/alexgutscher26/ClawTrace/tree/main/.agent/skills/intelligent-routing
Command: npx skills add https://github.com/alexgutscher26/ClawTrace --skill intelligent-routing-alexgutscher26

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates the selection of the most appropriate specialist AI agent to handle a user's request, eliminating the need for manual agent specification and ensuring tasks are handled by the right expertise.

Core Features & Use Cases

  • Automatic Agent Selection: Analyzes user requests to identify keywords, domains, and complexity to choose the best specialist agent(s).
  • Transparent Communication: Informs the user which expertise is being applied before responding.
  • Use Case: When a user asks to "fix the login bug," the skill automatically identifies this as a debugging task and routes it to the @debugger agent, informing the user: "🤖 Applying knowledge of @debugger..."

Quick Start

Ask your question naturally and the skill will automatically route it to the correct specialist agent.

Frequently Asked Questions about intelligent-routing

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

FAQPage Schema
How does intelligent routing for AI agents work?▼

Intelligent routing selects specialist agents by analyzing request intent, keywords, domains, and complexity without requiring explicit user commands. It automatically directs tasks to agents like security-auditor or debugger and announces the applied expertise.

How do I automate specialist agent selection for user requests?▼

You can automate specialist agent selection by asking questions naturally. The routing skill analyzes the request and routes it to the correct specialist, such as frontend-specialist or debugger, automatically without needing explicit user commands.

Can I route tasks to specific agents without typing explicit commands?▼

Yes, you can route tasks without explicit commands. The skill analyzes your request's intent and complexity to choose the best specialist agent automatically, informing you which expertise is being applied before generating the response.

What happens when an AI orchestration request is too complex for one specialist?▼

When a request is too complex for a single specialist, the skill falls back to an orchestrator to handle the task. This ensures complex user requests are managed appropriately rather than being forced onto a single domain expert.

Does automated agent routing work with existing development workflows?▼

Automated agent routing integrates seamlessly with existing workflows. It routes tasks to agents like security-auditor or frontend-specialist transparently by announcing the selected expertise, ensuring smooth adoption within current development processes.

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