Anthropic returns "Extra usage is required for long context requests"
when the prompt exceeds the billing tier's context limit. This was
incorrectly classified as a retryable API error, causing infinite
retries (observed up to attempt #7 with 2m delays).
Classify it as a context overflow so compaction kicks in and reduces
the prompt to fit within the standard context window.