Document call data capture, date validation, and hang-up grace pause

- New "Call Data Capture & Date Validation" section: the six captured fields
  (full name, phone confirm/alternate, office, reason, insurance log-only,
  validated preferred date/time), how each is logged, and the per-call calendar
  injection that drives date pushback.
- EndCallProcessor note: HANGUP_DELAY_SECS grace pause; Phase 1 gate result.
- .env reference: add HANGUP_DELAY_SECS.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

CLAUDE.md

@@ -36,8 +36,9 @@ The previous build at `/home/tocmo0nlord/avc-phone/` is a working foundation.
 
 **`EndCallProcessor` in `bot.py`** — AVC-side call termination is fully implemented.
 Watches LLM text stream for closing keywords ("goodbye"), waits for TTS to finish via
-`BotStoppedSpeakingFrame`, then pushes `EndTaskFrame` upstream. `TwilioFrameSerializer`
+`BotStoppedSpeakingFrame`, pauses `HANGUP_DELAY_SECS` (default 4s) so the caller isn't
-with `auto_hang_up` drops the carrier leg. This is correct. Zero changes.
+clipped, then pushes `EndTaskFrame` upstream. `TwilioFrameSerializer` with `auto_hang_up`
+drops the carrier leg. Verified working in the Phase 1 gate (4/4 clean hang-ups).
 
 **Mulaw 8kHz ↔ 16kHz conversion** — handled internally by `TwilioFrameSerializer`.
 `PIPELINE_SAMPLE_RATE = 16000`, `WIRE_SAMPLE_RATE = 8000` are already set correctly.
@@ -206,6 +207,7 @@ STREAM_TOKEN=
 
 # Call behaviour
 AGENT_NAME=AVA
+HANGUP_DELAY_SECS=4.0      # grace pause after the goodbye before dropping the carrier leg
 ENABLE_TOOLS=
 VAD_CONFIDENCE=0.5
 VAD_MIN_VOLUME=0.3
@@ -223,6 +225,41 @@ AB_MODEL_B=
 
 ---
 
+## Call Data Capture & Date Validation
+
+What AVA collects on a booking call and how it's logged. Driven by the system prompt
+(`bot.py`) plus a per-call calendar injection; persisted by the post-call extractor
+(`extract.py` → `practice.py` → Odoo lead).
+
+### The six captured fields
+
+| Field | In-call behavior | Logged as |
+|-------|------------------|-----------|
+| Full name | Asks for last name if only a first is given | `patient_name` / lead `contact_name` |
+| Phone | Reads back the caller-ID number; if the caller declines, uses the number they give | `callback_number` (+ `phone_confirmed`) |
+| Office / city | Asks city/area; never names an office unprompted | folded into `reason` prefix |
+| Reason | Captured from the conversation | `reason` |
+| Insurance | **Log only** — asks the plan, never promises/confirms/denies coverage or treatment (even a listed plan); staff verify on callback | `insurance` (note: "log only — staff to verify") |
+| Preferred date & time | Validated against the calendar (below); confirmed before booking | `preferred_time` + resolved `YYYY-MM-DD` |
+
+### Date validation
+
+Each call's system message is injected with an **authoritative 45-day calendar** (today +
+each upcoming date with its weekday), recomputed per call since the server is long-running
+(`_date_context()` in `bot.py`). AVA must check any date the caller names against it. On an
+impossible or weekday/number-mismatched date it pushes back and offers the correct one, e.g.
+> "Next month, Monday lands on the sixth — would you like to schedule that date?"
+
+The extractor is also given today's date so it can resolve relative phrasing
+("next month, Monday") to a concrete `YYYY-MM-DD`; the caller's own words are always kept too.
+
+**Reliability note:** this is the local 8B model reasoning over injected facts — accurate in
+testing but not guaranteed turn-to-turn. A deterministic date-resolver tool would harden it,
+but in-call tools stay off for this model (it leaks JSON). Treat the resolved date as
+staff-verifiable, not authoritative. Overlaps Phase 2 validation work.
+
+---
+
 ## Model Configuration
 
 ### Current production model: `activeblue-avc:latest`