Agent Muscle
Execution actuator. Runs commands via JSON contracts and fine-tunes models.
Architecture & Role
Agent Muscle handles physical actuation on the host machine. It executes shell commands enforcing strict JSON output schemas to prevent parsing errors. It also orchestrates local LoRA fine-tuning jobs using pluggable backends like Apple MLX or Candle.
Core Capabilities
JSON Output Contracts
Shell Execution
LoRA Fine-Tuning
Dataset Validation