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 mapping the nutrition onboarding runtime seams - I’m giving you the exact files, invariants, and test entry points to implement it safely.

<results>
<files>
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/gateway/platforms/telegram_nutrition_onboarding.py - callback encoding/decoding, ingress stages, and the publication state machine
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/gateway/platforms/telegram_nutrition_onboarding_publication_outbox.py - durable receipt/outbox ledger, owner callback persistence, emergency reconcile, and authority checks
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/gateway/platforms/telegram_nutrition_onboarding_runtime.py - runtime construction, consent recovery, owner-callback reconciliation, and replay recovery
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/gateway/platforms/telegram_nutrition_onboarding_runtime_authority.py - registry/config authority and exact chat/topic routing
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/gateway/platforms/telegram_nutrition_onboarding_runtime_callback.py - callback ack, state gating, owner_review transitions, and approval finalization
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/gateway/platforms/telegram_nutrition_onboarding_runtime_publication.py - owner_review/safety_hold rendering and operator-action buttons
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/gateway/platforms/telegram_nutrition_onboarding_runtime_publication_transport.py - durable send/retry/recover path and outbox claim/receipt commitment
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/gateway/platforms/telegram_nutrition_onboarding_runtime_notice.py - customer lifecycle notices, including safety_hold messaging
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/gateway/platforms/telegram_nutrition_menu.py - staff/customer command sets and route validation
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/gateway/platforms/telegram_nutrition_operator_console.py - owner menu, customer detail/status projection, and callback action dispatch
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/gateway/platforms/nutrition_operator_projection.py - reusable status/recovery projection for operator views
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/gateway/platforms/telegram.py - startup wiring, command routing, callback routing, production menu registration, and status-bubble reuse
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/tests/gateway/test_telegram_nutrition_onboarding_recovery.py - consent/bootstrap recovery seams
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/tests/gateway/test_telegram_publication_recovery.py - publication resend/recovery/outbox race seams
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/tests/gateway/test_telegram_production_preflight.py - staff command menu and startup registration seams
- /home/cube/projects/richard/.worktrees/nutricoach-v111-impl/tests/gateway/test_telegram_callback_auth_fail_closed.py - callback auth fallback invariants
</files>

<answer>
Core seams:

- Durable operator ack/recovery lives in `telegram_nutrition_onboarding_publication_outbox.py:69-338, 642-687` plus `telegram_nutrition_onboarding_runtime_publication_transport.py:45-267`.
  - `claim/get/record_receipt/mark_committed/record_owner_callback/owner_callback` enforce exact authority, exact route, and single-record replay.
  - `reconcile_emergency_receipts()` is the reusable bounded-resend recovery path.

- The owner-review callback flow is already wired in `telegram_nutrition_onboarding_runtime_callback.py:113-503`.
  - `owner_review` maps `owner_ok/op_rev/op_rej/op_hold` to `approved/revise/rejected/safety_hold` at `:385-457`.
  - `approved` persists the owner callback before finalization, which is the right seam for durable acknowledgment.
  - ACK is best-effort and bounded to 2s at `:70-95`.

- Startup/runtime construction is in `telegram_nutrition_onboarding_runtime.py:68-107, 109-222, 315-530`.
  - Constructor resolves the profile package, enforces API version, installs the publication outbox, and creates the consent recovery lock.
  - `recover_waiting_session()` is the restart seam for replaying durable onboarding state.
  - `replayed_status_if_consumed()` is the exact “don’t double-send after restart” hook.

- Telegram command routing is split:
  - `telegram.py:2779-2821` registers production staff menus (`help/status/approve/deny`) from `telegram_nutrition_menu.py:63-104`.
  - `telegram.py:14593-14627` currently special-cases only `/nutritionops`, `/nutritionpreview`, and `/coachingid`; there is no nutrition-specific `/status` or recovery branch in the inspected routing.
  - So a new operator status/recovery command needs either a new branch there or a new `handle_action` path in `telegram_nutrition_operator_console.py:135-240`.

Current invariants worth preserving:

- Callback tokens are versioned (`non2`), bounded, and reject historical `non1` as expired: `telegram_nutrition_onboarding.py:44-80`.
- Publication attempts are stateful and bounded: `PREPARED -> COMMITTED/UNCERTAIN`, and `retry()` requires explicit no-side-effect evidence: `telegram_nutrition_onboarding.py:152-206`.
- Staff menu commands are unique/disjoint by route: `telegram_nutrition_menu.py:74-104`.
- Owner console access is key-equal gated: `telegram_nutrition_operator_console.py:221-240`.
- Config authority for owner routing is derived from registry/profile ownership, not chat text: `telegram_nutrition_onboarding_runtime_authority.py:122-161` and `telegram.py:5889-5905`.

Smallest test seams:

- `tests/gateway/test_telegram_publication_recovery.py:243-374, 410-418`
  - already covers resend-after-loss, durable uncertainty, one-receipt convergence, and offset recovery.

- `tests/gateway/test_telegram_nutrition_onboarding_recovery.py:213-251, 274-290, 379-399, 417-446`
  - already covers consent replay, concurrent restart recovery, and profile/package authority rejection before mutation.

- `tests/gateway/test_telegram_production_preflight.py:36-37, 231-244, 244-321`
  - locks the exact staff command set and chat-scope registration behavior.

- `tests/gateway/test_telegram_callback_auth_fail_closed.py:69-108`
  - locks fail-closed callback authorization fallback.

Reusable mechanisms already present:

- `telegram_nutrition_onboarding_runtime_publication_transport.py:45-267` - exact-authority replay recovery and `PublicationReceiptPersistenceError`
- `telegram.py:3647-3677` - bounded resend/edit-in-place status bubble reuse
- `nutrition_operator_projection.py:28-48` - compact operator status projection with `status_override`
- `telegram_nutrition_onboarding_runtime_notice.py:24-80` - notification templates for safety_hold/rejection/revision

Bottom line: the implementation seam is not in a single file; it spans outbox durability + runtime callback finalization + startup menu wiring. The missing piece is a direct operator status/recovery route; the staff menu already exists, but the Telegram command handler does not yet branch on it.
</answer>

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