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Hermes Agent (and the wider vLLM-convention client ecosystem) probes /v1/models for flat context-window keys and cannot see helexa's limit.context — it fell back to a hardcoded catalogue guess that only matched by luck. Re-add the flat fields additively, derived from the settled `limit` at serialization time (cortex list_models and the router's federation aggregate), omitted when the window is genuinely unknown. `limit` stays the opencode-oriented source of truth. Flips the old regression guard that asserted max_model_len must not appear — the removal it guarded was based on the wrong assumption that the field had no consumer. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01TczcGF7JSjJs8r15RSSGpx