Neurometric AI offers a Model Router skill for Claude Code that classifies coding requests in real time and automatically routes low‑complexity tasks to cost‑effective small language models, preserving frontier models for high‑level reasoning. The solution also includes an Auto‑SLM Creator that fine‑tunes custom models based on developer patterns, reducing token consumption and extending session continuity with a one‑click installation.
Funding
Funding not disclosed
Founders
Product
Problem
Developers using Claude Code consume expensive frontier model tokens for routine coding operations such as boilerplate generation, formatting, and simple edits. This indiscriminate usage accelerates token depletion, leading to mid‑session limits and loss of context, which hampers productivity on larger, complex development tasks.
Solution
Neurometric AI delivers a Model Router skill that sits inside Claude Code and evaluates each incoming request in real time. By classifying task complexity, the skill automatically forwards trivial operations to lightweight, cost‑effective small language models (SLMs) while preserving frontier models for high‑level reasoning. An Auto‑SLM Creator monitors user patterns and fine‑tunes dedicated SLMs for repetitive coding activities, further improving efficiency over time. The routing logic operates with zero‑configuration installation, requiring only a single command to activate. As a result, sessions consume fewer frontier tokens, extend their usable lifespan, and maintain continuity for complex feature development without additional manual intervention.
Target Audience
Primary users are software engineers and development teams that rely on Claude Code for AI‑augmented programming, as well as organizations deploying large‑scale LLM workflows that need to control token spend while maintaining performance.
Features
- Real‑time task classification engine that distinguishes simple versus complex coding requests
- Automatic routing of low‑complexity tasks to a marketplace of 100+ pre‑tuned small language models
- Auto‑SLM Creator that continuously fine‑tunes bespoke SLMs based on individual developer patterns
- One‑click Claude Code skill installation with no additional configuration or code changes
- Transparent token accounting that preserves frontier model quota for high‑value reasoning
- Compatibility layer exposing routing decisions via a lightweight SDK for custom monitoring