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odysseus/specs/model-providers/chatgpt-subscription.md
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ChatGPT Subscription Provider Shape

Last updated: dev@e57f60b | 2026-07-20

Scope

Canonical provider ID chatgpt_subscription; Codex Responses transport; auth and runtime code in src/chatgpt_subscription.py, routes/chatgpt_subscription_routes.py, and src/llm_core.py. There is no dedicated ChatGPT Subscription canonical reader on current dev.

Catalog Shape

The account-scoped Codex models endpoint returns root models[]; slug is the request identity and visibility/priority control availability/order. These fields do not prove tools, reasoning, vision, or context. Null/malformed model lists fail soft rather than crashing discovery (#5280/#5281).

The canonical generic reader does not accept slug-only items, so this runtime catalog is not currently normalized into ModelCapabilityRecord values.

Request And Response Shape

Transport uses a ChatGPT backend Responses endpoint, input items, flattened function tools, streamed function-call argument events, exact call_id, and function_call_output continuation. Parallel calls and encrypted reasoning continuity require preserving typed output/history rather than coercing all roles to text. This shape is supported by the existing adapter and the focused tool-calling follow-up evidence in #5490; unmerged observations remain claimed until integrated/reproduced.

OAuth/device credentials and refresh are provider-session behavior. Expired credentials should return an actionable reconnect error, not generic model failure.

Fallback And Safety

Only the explicit internal base/ChatGPT host selects this provider. Never send subscription credentials to a custom OpenAI-compatible URL. Catalog slugs stay identity-only unless account-scoped fields or probes supply capability.

Current Gaps

  • Comprehensive Responses tool/reasoning parity is still evolving.
  • Account model slugs are not consumed by the canonical reader package.
  • The account catalog does not currently provide a complete canonical capability card for every slug.