[assess] Agentic guard against junk/jailbreak input; tidy economic UX

[fix] Give Ollama a real context window (root cause); deterministic weak-check

[fix] Treat chatbot-greeting assessments as weak (use grounded fallback)

[fix] Robust assessment + 2-3 recs + documents progress

[fix] Hide doubled 'processing' spinner; never leak @@END / metadata

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

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

[T035-T043] Phase 3 — situation assessment (reasoning stream + real tools)

[T030-T034] Phase 2 — intake screen + language selection + theming

[T017-T029] Phase 1 — agent loop + interview core

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