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Author SHA1 Message Date
Teknium
8a5f8379ed fix(agent): honor custom-provider extra_body for multi-model catalogs
_custom_provider_model_matches() only compared the session model
against the entry's single 'model' field. A custom provider declaring
a multi-model catalog (providers.<name>.models mapping / models list)
whose default model differed from the session model silently failed to
match — dropping the entry's extra_body entirely. Real impact: an
OpenAI custom provider pinning service_tier=flex via extra_body ran
every request at STANDARD tier (~2.3x billing) with zero signal.

- Model matching now accepts the session model when it appears in the
  entry's models catalog (dict keys or list), case-insensitive;
  single-model 'model' field behavior unchanged; entries with neither
  still match everything.
- Usage report ('hermes -z --usage-file') now carries service_tier
  (the tier requested via request_overrides.extra_body) so batch
  pipelines can audit the billed tier per run.

Validation: 8 new tests; live E2E via real 'hermes -p sweeper -z'
with httpx-level wire capture — service_tier=flex present in the
outgoing /v1/responses body and in the usage report.
2026-07-12 23:30:52 -07:00