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feat(classifier): Anthropic-specific guidance for subscription exhaustion
When an Anthropic Claude Pro/Max OAuth subscription hits the "out of extra usage" 400 (now classified as billing), surface actionable guidance pointing at claude.ai/settings/usage and the cycle-reset option instead of the generic "add credits with that provider" line — which does not apply to a subscription. Folds in the UX from #40073 (@harsh-matchmyflight) without the extra FailoverReason enum; the billing reclass already provides the recovery behavior.
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@ -205,6 +205,26 @@ def _billing_or_entitlement_message(
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provider_label = (provider or "").strip() or "the selected provider"
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model_label = (model or "").strip() or "the selected model"
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# Anthropic Claude Pro/Max OAuth subscriptions surface exhaustion of the
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# metered "extra usage" bucket as a hard 400 ("You're out of extra
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# usage"). Point at the exact settings page and note the cycle-reset
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# option, since the generic "add credits with that provider" line doesn't
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# apply to a subscription — the user waits for the reset or switches to an
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# API key.
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if (provider or "").strip().lower() == "anthropic":
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lines = [
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(
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f"{provider_label} reported that your Claude subscription usage is "
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f"exhausted for {model_label} (included quota + extra-usage credits)."
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),
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"Options: wait for the billing cycle to reset, or add extra usage at "
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"https://claude.ai/settings/usage",
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"You can also switch to an Anthropic API key or another provider with "
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"/model <model> --provider <provider>.",
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]
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return "\n".join(lines)
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lines = [
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(
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f"{provider_label} reported that billing, credits, or account "
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