Implement multi-protocol API (FastAPI REST and Model Context Protocol MCP) conforming to wellmanifest/nl-api-llm and wellmanifest/skills, together with extended diagnostics, application matrix, local backends, and noVNC integration test suites.
This directory contains the minimal reviewed intent. Optional participant prose and raw command logs are not required delivery output.