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Groundwork for the provider phase: reasoning levels map to native knobs (OpenAI reasoning_effort, Ollama think); ErrUnsupported marks declared capability mismatches that chains advance past without health penalty. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>