Wire LLMConnectAdapter behind the existing LLMAdapter seam with config-driven selection, graceful degradation, --offline mode, and bounded session context. Add unit tests, integration docs, and update README/SCOPE/AGENTS.
Writeback from fix-consistency registers both workstreams and tasks in the hub.
Define interactive cya shell mode with opt-in shell history, State Hub orientation, session learning, and weakness hints. Pair with llm-connect adapter integration for production multi-turn assistance.
