intelligent-routing

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

3|2|Updated Feb 12, 2026
One-click install
npx skills add https://github.com/AIMFllys/StudySolo --skill intelligent-routing-aimfllys
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: intelligent-routing
Source: https://github.com/AIMFllys/StudySolo/tree/main/docs/issues/TeamRefactor/codex-analysis/01-baseline/skills/intelligent-routing
Command: npx skills add https://github.com/AIMFllys/StudySolo --skill intelligent-routing-aimfllys

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

intelligent-routing removes the need for users to explicitly name agents by automatically analyzing a request’s intent, domains, and complexity to pick the best specialist(s) and route work accordingly.

Core Features & Use Cases

  • Automatic request analysis: silently classifies request type, detects domains, and assesses complexity before responding.
  • Agent selection matrix: maps common intents (authentication, UI, API, database, testing, deployment, security review, performance, workflow nodes) to specialist agents with sensible auto-invocation rules.
  • Multi-domain orchestration: routes complex or cross-domain tasks to an orchestrator for coordinated multi-agent execution.
  • Override support: respects explicit user agent mentions (e.g., using @backend-specialist) when provided.

Quick Start

Ask the system to handle a task like: "Review the authentication flow for vulnerabilities and propose fixes."

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 handle routing for cross-domain software tasks?

Automatic agent routing removes the need to explicitly name agents by analyzing request intent, domains, and complexity to pick the best specialist for tasks like authentication, UI, API, or database requests.

How do I route a security review request without specifying a specialist agent?

You route a security review request by submitting the task directly, such as asking to review authentication flows for vulnerabilities. The system classifies the intent and automatically invokes the security review specialist.

Can I override automatic agent routing to force a specific specialist selection?

Yes, you can override automatic routing. The system supports explicit override handling, meaning it respects direct user agent mentions, such as using @backend-specialist, when provided in the request.

What is the best way to delegate workflow automation tasks across frontend and backend domains?

The best way to delegate cross-domain workflow automation tasks is using a deterministic decision-tree classification and agent selection matrix. It routes complex requests to an orchestrator for coordinated multi-agent execution.

Does intent classification support deployment and performance testing requests?

Yes, intent classification supports deployment and performance testing requests. The agent selection matrix maps common intents, including DevOps deployment and performance optimization, to their respective specialist agents.

When should I not use automatic task delegation for my software engineering requests?

You should not use automatic task delegation when you need precise control over a specific specialist. In these cases, bypass intent classification and explicitly mention the desired agent to trigger the override handling.