Local-first orchestration harness for routing agent subtasks to cheap reliable executors before escalating to frontier coding agents.
See docs/ORCHESTRATION.md for the MCP/runtime shape and docs/MODEL_CATALOG.md for candidate SLM checkpoints, including the Hugging Face developer-agent subroutine collection.