model-router

Route tasks to model tiers and effort levels based on difficulty and cost.

Updated Jun 21, 2026

Search Tags:#decision making #resource optimization #task routing #model tier #effort level

Ready to run

npx skills add https://github.com/apexradius/agentic-os --skill model-router-apexradius

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: model-router
Source: https://github.com/apexradius/agentic-os/tree/main/skills/model-router
Command: npx skills add https://github.com/apexradius/agentic-os --skill model-router-apexradius

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

The model-router Skill addresses the issue of inefficient task routing by ensuring that work is assigned to the optimal model tier and effort level based on task difficulty and cost.

Core Features & Use Cases

Task-to-Tier Mapping: Determines the most suitable model tier (strongest/mid/fast) for a given task.
Effort Level Assignment: Assigns an effort level (low, medium, high, max) based on the task's complexity.
Use Case: When handling a large-scale data analysis task, the Skill can route it to the fast tier for efficiency, whereas a complex architectural review would be routed to the strongest tier.

Quick Start

Use the model-router skill to route the analysis task to the appropriate tier and effort level based on its complexity.

Frequently Asked Questions about model-router

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

FAQPage Schema

How do I optimize task routing across different model tiers based on complexity?▼

Task routing optimization assigns work to the optimal model tier by evaluating task difficulty and cost. It maps tasks to suitable tiers like strongest, mid, or fast, ensuring efficient resource allocation and balanced execution.

What is the best way to assign effort levels for large-scale data analysis tasks?▼

Assigning effort levels involves evaluating task complexity to determine the appropriate resource allocation, such as low, medium, high, or max effort. Large-scale data analysis tasks can be routed to the fast tier for maximum efficiency.

How does task-to-tier mapping work for balancing resource optimization and decision making?▼

Task-to-tier mapping analyzes task complexity to route work to the appropriate model tier. It balances resource optimization and decision making by assigning complex architectural reviews to the strongest tier and routine work to faster tiers.

Can I use automated task analysis to route complex architectural reviews to the strongest model tier?▼

Yes, automated task analysis evaluates task difficulty and cost to route complex architectural reviews to the strongest model tier. This ensures that high-complexity decisions receive the necessary computational resources for accurate processing.

When do I need to configure model tier routing for inefficient task execution?▼

You need to configure model tier routing when experiencing inefficient task execution caused by misaligned resource allocation. It ensures tasks are distributed across model tiers based on their specific difficulty and cost requirements.