meow:scale-routing

Classify task descriptions into domain, complexity, workflow, and model tier.

14|2|Updated Mar 25, 2026
One-click install
npx skills add https://github.com/ngocsangyem/MeowKit --skill meow-scale-routing
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: meow:scale-routing
Source: https://github.com/ngocsangyem/MeowKit/tree/main/.claude/skills/meow%3Ascale-routing
Command: npx skills add https://github.com/ngocsangyem/MeowKit --skill meow-scale-routing

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automatically classify task complexity based on domain keywords to improve consistency and auditable routing decisions.

Core Features & Use Cases

  • Domain keyword scanning against data/domain-complexity.csv
  • Returns complexity level, workflow intensity, and model tier override
  • Integrates with Phase 0 orchestration

Quick Start

Describe a task to be classified by domain-aware routing and returned with complexity, workflow, and model tier.

Frequently Asked Questions about meow:scale-routing

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

FAQPage Schema
What is domain-aware routing in AI orchestration?

Domain-aware routing classifies task descriptions by scanning domain keywords to determine complexity levels, workflow intensity, and model tier overrides. It improves consistency by providing structured, auditable routing decisions based on the domain context.

How do I automate AI task classification by complexity and domain?

You can automate AI task classification by providing a task description to a domain-aware routing tool. It scans the text against a domain-complexity CSV file and returns a structured object containing the domain, complexity level, workflow, and model tier.

Does domain-aware routing work across different software engineering domains?

Yes, domain-aware routing applies across multiple domains. It scans task descriptions for specific domain keywords and consults a domain-complexity configuration to determine the appropriate routing strategy for any technical area.

How do I override model tiers based on task complexity in an orchestration workflow?

To override model tiers, route task descriptions through a complexity classifier that outputs a model_tier_override field. This structured output guides orchestration by matching the task's complexity level to the appropriate model tier.

Can I integrate domain-aware routing into Phase 0 orchestration?

Yes, domain-aware routing is specifically designed to integrate with Phase 0 orchestration. It classifies task complexity and outputs structured routing data to guide the orchestration workflow from the very beginning.

What is the best way to ensure consistent routing decisions for AI tasks?

The best way to ensure consistent routing decisions is to use data-driven classification based on a domain-complexity CSV. This approach automatically categorizes tasks into domains and complexity levels, creating auditable and repeatable routing outcomes.