[agentic] Port pi loop hooks + LLM-drafted editable (Word) documents

[T049-T055 + UX] Phase 5 documents + single-model + responder/UX fixes

[T001-T016] Phase 0 — project setup: agent loop, state machine, Gradio skeleton