message: 403: {"code":"ENTITLEMENT_ERROR","message":"Error 403: the user is not subscribed to required model plan"}

stop_reason: error


error_message: 403: {"code":"ENTITLEMENT_ERROR","message":"Error 403: the user is not subscribed to required model plan"}


I read this as tracing the live NutriCoach scheduling/persistence path - I’ll pin the concrete code, the profile artifacts, and the missing pieces.

<results>
<files>
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/dualcoach/profile/checkin_cli/customer_schedule.py - daily/weekly/reminder scheduler, missed-day handling, and JSONL schedule ledger/fence/claims paths (lines 23-24, 58, 211-251, 302-355, 573-604, 1519-1688, 1692-1720, 1956-2101)
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/dualcoach/profile/checkin_cli/customer_coaching.py - registered customer runtime wiring and adaptive store path (`events.jsonl`), plus monthly-day schema (lines 131-142, 799-805)
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/dualcoach/profile/checkin_cli/store.py - canonical event transaction paths (`wizard/events.jsonl`, `nutrition-plans/canonical-sequence.jsonl`) and JSONL recovery/validation (lines 150-168, 490-603, 755-774)
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/dualcoach/profile/checkin_cli/adaptive_nutrition.py - trend snapshot, canonical projection, weekly carb cycle, and weekly nutrition plan logic (lines 5157-5205, 2682-2988, 3242-3388, 3747-3836, 4937-5013)
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/dualcoach/profile/checkin_cli/customer_reporting.py - weekly summary / period report / KPI aggregation, including missing-day counts and trend strings (lines 227-295, 409-458, 482-587, 815-850)
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/gateway/platforms/telegram.py - live task dispatch: due-task scan, reminder expansion, weekly summary generation (lines 10438-10470, 10602-10613)
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/gateway/platforms/nutrition_coaching.py - live trend/projection/reconciliation path used by the gateway runtime (lines 17268-17273, 17744-17748, 17869-17873)
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/dualcoach/profile/tests/test_customer_schedule.py - evidence that monthly scheduling stays dormant and reminders/unknown states are terminal (lines 196-203, 261-380)
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/.omo/evidence/v1.1.1-stability/rollback-v1.1.0/profile.snapshot/customers/registry.json - current profile artifact; schedule config exists, but both current customers are disabled (lines 12-23, 236-247)
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/.omo/evidence/v1.1.1-stability/rollback-v1.1.0/profile.snapshot/profile.yaml - current profile artifact description only; no schedule semantics here (lines 1-3)
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/.omo/evidence/v1.1.1-stability/rollback-v1.1.0/profile.snapshot/.nutricoach-bot.env - current profile env artifact; only Telegram token is present (line 2)
</files>

<answer>
Daily check-ins are scheduled in `build_due_customer_tasks()` from `customer_schedule.py`: it runs in KST, only for enabled customers, only within the 28-day pilot window (`starts_on` through `starts_on + 27`), and only after the customer’s `daily_time`. It emits `daily` always, `weekly` when `weekday == weekly_weekday`, and `reminder` only when an approved `missing_morning_checkins` map is supplied. `monthly_day` exists in the schema, but there is no runtime branch that schedules monthly work.

Missed-day handling is reminder-based, not a separate missed-day job. If the morning check-in is missing and the reminder evidence is approved, the gateway reserves a static reminder. If the check-in arrives before provider send, it is abandoned. Provider failures move the reminder to `known_failure` or `unknown`; `unknown`/`abandoned`/`delivered` are terminal, and only `known_failure` reminders can be replaced with a new approval.

Submitted data is persisted as JSON/JSONL ledgers, not in a database. The canonical event path is `wizard/events.jsonl` plus `nutrition-plans/canonical-sequence.jsonl`. Adaptive nutrition adds `nutrition-plans/events.jsonl`, `source-days.jsonl`, `source-day-intents.jsonl`, `authority-mirror-intents.jsonl`, `config-epoch-journal.jsonl`, and `adaptive-overlays.jsonl`. Schedule delivery state is `data/scheduled-deliveries.jsonl` with a fence JSON and lock file. I found no sqlite/db-backed NutriCoach persistence path in this profile tree.

Trend analysis and weekly aggregation run live in the gateway path: `nutrition_coaching.py` calls `build_snapshot()`, `project_canonical_events()`, and `reconcile_weekly_nutrition_plan()` during runtime, and `telegram.py` builds weekly summaries/reports while dispatching tasks. There is no live monthly aggregation path; monthly is config-only and dormant in tests.

Current profile artifacts show schedule config, but the active customers are disabled, so the scheduler will skip them until enabled.
</answer>

<next_steps>
Ready to proceed - no follow-up needed.
</next_steps>
</results>