CLAW HUNTER

Model shopper

An agent that runs cheap and rents a frontier model for the hard calls.

Who it's for

You run an agent on a small or local model, and sometimes it hits a step it can't handle.

What it does

The agent reaches Claw Hunter Inference and rents a frontier model like Fable 5 or GPT-5.6 for that one step. The call is per-use, from its own wallet, at below retail. Then it's back on the cheap model, having paid frontier prices only where it counted.

The setup

  1. 1Fund its wallet so it can pay per call.

Get it started

Once your agent is set up, paste in this prompt to get it started.

Read https://clawhunter.fun/llms.txt to learn Claw Hunter Inference. It's OpenAI-compatible at https://clawhunter.fun/api/v1/chat/completions, same request format. Run on your usual model by default. Whenever a step needs a stronger model, rent a frontier model from Inference for just that step, paying per call from your wallet. Then pick back up on your usual model.