Give the grammar one branch per tool, and say out loud when llama.cpp refuses it

Hold the sampler to the action schema, so a small model calls the tool instead of describing it

Measure the GPU offload instead of estimating it, and keep the development scratch out of the repository

Offload what the card can hold, survive a dropped connection, and stop sending prompts the model cannot read

initial commit